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ORCIDSameer K. Antani
Person information
- affiliation: Lister Hill National Center for Biomedical Communications (LHNCBC), Bethesda, USA
- affiliation: National Library of Medicine, National Institutes of Health, Bethesda, USA
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Journal Articles
- 2023
[j76]Feng Yang
, Ghada Zamzmi, Sandeep Angara, Sivaramakrishnan Rajaraman, André Aquilina, Zhiyun Xue, Stefan Jäger, Emmanouil Papagiannakis, Sameer K. Antani:
Assessing Inter-Annotator Agreement for Medical Image Segmentation. IEEE Access 11: 21300-21312 (2023)- [j75]Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani:
Can deep adult lung segmentation models generalize to the pediatric population? Expert Syst. Appl. 229(Part A): 120531 (2023) - [j74]KC Santosh, Sameer K. Antani:
Guest Editorial Multimodal Learning in Medical Imaging Informatics. IEEE J. Biomed. Health Informatics 27(3): 1214-1215 (2023) - 2022
- [j73]Feng Yang, Pu Xuan Lu, Min Deng, Yi-Xiang J. Wang, Sivaramakrishnan Rajaraman, Zhiyun Xue, Les R. Folio, Sameer K. Antani, Stefan Jäger:
Annotations of Lung Abnormalities in the Shenzhen Chest X-ray Dataset for Computer-Aided Screening of Pulmonary Diseases. Data 7(7): 95 (2022) - [j72]KC Santosh, Siva Allu, Sivaramakrishnan Rajaraman, Sameer K. Antani:
Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review. J. Medical Syst. 46(11): 82 (2022) - [j71]Ghada Zamzmi, Sivaramakrishnan Rajaraman, Li-Yueh Hsu, Vandana Sachdev, Sameer K. Antani:
Real-time echocardiography image analysis and quantification of cardiac indices. Medical Image Anal. 80: 102438 (2022) - [j70]Zhaohui Liang, Jimmy Xiangji Huang, Sameer K. Antani:
Image Translation by Ad CycleGAN for COVID-19 X-Ray Images: A New Approach for Controllable GAN. Sensors 22(24): 9628 (2022) - 2021
- [j69]Anabik Pal, Zhiyun Xue, Brian Befano, Ana Cecilia Rodriguez, L. Rodney Long, Mark Schiffman, Sameer K. Antani:
Deep Metric Learning for Cervical Image Classification. IEEE Access 9: 53266-53275 (2021) - [j68]Ghada Zamzmi, Sivaramakrishnan Rajaraman, Vandana Sachdev, Sameer K. Antani:
Trilateral Attention Network for Real-Time Cardiac Region Segmentation. IEEE Access 9: 118205-118214 (2021) - [j67]Anabik Pal, Zhiyun Xue, Kanan T. Desai, Adekunbiola Aina F. Banjo, Clement Akinfolarin Adepiti, L. Rodney Long, Mark Schiffman, Sameer K. Antani:
Deep multiple-instance learning for abnormal cell detection in cervical histopathology images. Comput. Biol. Medicine 138: 104890 (2021) - [j66]Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, Keith C. Cheng, Xiaolei Huang:
Selective synthetic augmentation with HistoGAN for improved histopathology image classification. Medical Image Anal. 67: 101816 (2021) - [j65]Yasmin M. Kassim, Kannappan Palaniappan, Feng Yang, Mahdieh Poostchi, Nila Palaniappan, Richard James Maude, Sameer K. Antani, Stefan Jäger:
Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears. IEEE J. Biomed. Health Informatics 25(5): 1735-1746 (2021) - 2020
- [j64]Sivaramakrishnan Rajaraman, Sameer K. Antani:
Modality-Specific Deep Learning Model Ensembles Toward Improving TB Detection in Chest Radiographs. IEEE Access 8: 27318-27326 (2020) - [j63]Sivaramakrishnan Rajaraman, Jenifer Siegelman, Philip O. Alderson, Lucas S. Folio, Les R. Folio, Sameer K. Antani:
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays. IEEE Access 8: 115041-115050 (2020) - [j62]Jie Zou, George R. Thoma, Sameer K. Antani:
Unified deep neural network for segmentation and labeling of multipanel biomedical figures. J. Assoc. Inf. Sci. Technol. 71(11): 1327-1340 (2020) - [j61]KC Santosh, Sameer K. Antani:
Recent trends in image processing and pattern recognition. Multim. Tools Appl. 79(47): 34697-34699 (2020) - [j60]Feng Yang, Mahdieh Poostchi, Hang Yu, Zhou Zhou, Kamolrat Silamut, Jian Yu, Richard James Maude, Stefan Jäger, Sameer K. Antani:
Deep Learning for Smartphone-Based Malaria Parasite Detection in Thick Blood Smears. IEEE J. Biomed. Health Informatics 24(5): 1427-1438 (2020) - 2019
- [j59]Sema Candemir, Sameer K. Antani:
A review on lung boundary detection in chest X-rays. Int. J. Comput. Assist. Radiol. Surg. 14(4): 563-576 (2019) - [j58]Priya Deshpande, Alexander Rasin, Jacob Furst, Daniela Raicu, Sameer K. Antani:
DiiS: A Biomedical Data Access Framework for Aiding Data Driven Research Supporting FAIR Principles. Data 4(2): 54 (2019) - [j57]Haidar A. Almubarak, Ronald Joe Stanley, Peng Guo, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna, Shelliane R. Frazier, William V. Stoecker:
A Hybrid Deep Learning and Handcrafted Feature Approach for Cervical Cancer Digital Histology Image Classification. Int. J. Heal. Inf. Syst. Informatics 14(2): 66-87 (2019) - [j56]Panagiotis D. Bamidis, Stathis Th. Konstantinidis, Pedro Pereira Rodrigues, Sameer K. Antani, Daniela Giordano:
Guest Editorial Small Things and Big Data: Controversies and Challenges in Digital Healthcare. IEEE J. Biomed. Health Informatics 23(6): 2208-2210 (2019) - 2018
- [j55]Stefan Jäger, Octavio H. Juarez-Espinosa, Sema Candemir, Mahdieh Poostchi, Feng Yang, Lewis Kim, Meng Ding, Les R. Folio, Sameer K. Antani, Andrei E. Gabrielian, Darrell E. Hurt, Alex Rosenthal, George R. Thoma:
Detecting drug-resistant tuberculosis in chest radiographs. Int. J. Comput. Assist. Radiol. Surg. 13(12): 1915-1925 (2018) - [j54]Szilárd Vajda, Alexandros Karargyris, Stefan Jäger, KC Santosh, Sema Candemir, Zhiyun Xue, Sameer K. Antani, George R. Thoma:
Feature Selection for Automatic Tuberculosis Screening in Frontal Chest Radiographs. J. Medical Syst. 42(8): 146:1-146:11 (2018) - [j53]KC Santosh, Sameer K. Antani:
Automated Chest X-Ray Screening: Can Lung Region Symmetry Help Detect Pulmonary Abnormalities? IEEE Trans. Medical Imaging 37(5): 1168-1177 (2018) - 2017
- [j52]KC Santosh, Aafaque Aafaque, Sameer K. Antani, George R. Thoma:
Line Segment-Based Stitched Multipanel Figure Separation for Effective Biomedical CBIR. Int. J. Pattern Recognit. Artif. Intell. 31(6): 1757003:1-1757003:18 (2017) - [j51]Tao Xu, Han Zhang, Cheng Xin, Edward Kim, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, Xiaolei Huang:
Multi-feature based benchmark for cervical dysplasia classification evaluation. Pattern Recognit. 63: 468-475 (2017) - 2016
- [j50]Alexandros Karargyris, Jenifer Siegelman, Dimitris Tzortzis, Stefan Jaeger, Sema Candemir, Zhiyun Xue, KC Santosh, Szilárd Vajda, Sameer K. Antani, Les R. Folio, George R. Thoma:
Combination of texture and shape features to detect pulmonary abnormalities in digital chest X-rays. Int. J. Comput. Assist. Radiol. Surg. 11(1): 99-106 (2016) - [j49]KC Santosh, Szilárd Vajda, Sameer K. Antani, George R. Thoma:
Edge map analysis in chest X-rays for automatic pulmonary abnormality screening. Int. J. Comput. Assist. Radiol. Surg. 11(9): 1637-1646 (2016) - [j48]Sema Candemir, Stefan Jaeger, Sameer K. Antani, Ulas Bagci, Les R. Folio, Ziyue Xu, George R. Thoma:
Atlas-based rib-bone detection in chest X-rays. Comput. Medical Imaging Graph. 51: 32-39 (2016) - [j47]KC Santosh, Laurent Wendling, Sameer K. Antani, George R. Thoma:
Overlaid Arrow Detection for Labeling Regions of Interest in Biomedical Images. IEEE Intell. Syst. 31(3): 66-75 (2016) - [j46]KC Santosh, Naved Alam, Partha Pratim Roy, Laurent Wendling, Sameer K. Antani, George R. Thoma:
A Simple and Efficient Arrowhead Detection Technique in Biomedical Images. Int. J. Pattern Recognit. Artif. Intell. 30(5): 1657002:1-1657002:16 (2016) - [j45]Dina Demner-Fushman, Marc D. Kohli, Marc B. Rosenman, Sonya E. Shooshan, Laritza Rodriguez, Sameer K. Antani, George R. Thoma, Clement J. McDonald:
Preparing a collection of radiology examinations for distribution and retrieval. J. Am. Medical Informatics Assoc. 23(2): 304-310 (2016) - [j44]Peng Guo, Koyel Banerjee, Ronald Joe Stanley, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna, Shelliane R. Frazier, Randy H. Moss, William V. Stoecker:
Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis With Fusion-Based Classification. IEEE J. Biomed. Health Informatics 20(6): 1595-1607 (2016) - 2015
- [j43]Dina Demner-Fushman, Sameer K. Antani, Jayashree Kalpathy-Cramer, Henning Müller:
A decade of community-wide efforts in advancing medical image understanding and retrieval. Comput. Medical Imaging Graph. 39: 1-2 (2015) - [j42]Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Zhiyun Xue, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma:
Literature-based biomedical image classification and retrieval. Comput. Medical Imaging Graph. 39: 3-13 (2015) - [j41]Jayashree Kalpathy-Cramer, Alba Garcia Seco de Herrera, Dina Demner-Fushman, Sameer K. Antani, Steven Bedrick, Henning Müller:
Evaluating performance of biomedical image retrieval systems - An overview of the medical image retrieval task at ImageCLEF 2004-2013. Comput. Medical Imaging Graph. 39: 55-61 (2015) - [j40]Szilárd Vajda, Daekeun You, Sameer K. Antani, George R. Thoma:
Large image modality labeling initiative using semi-supervised and optimized clustering. Int. J. Multim. Inf. Retr. 4(2): 143-151 (2015) - [j39]KC Santosh, Sema Candemir, Stefan Jäger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Les R. Folio:
Automatically Detecting Rotation in Chest Radiographs Using Principal Rib-Orientation Measure for Quality Control. Int. J. Pattern Recognit. Artif. Intell. 29(2): 1557001:1-1557001:19 (2015) - [j38]Sema Candemir, Eugene Borovikov, KC Santosh, Sameer K. Antani, George R. Thoma:
RSILC: Rotation- and Scale-Invariant, Line-based Color-aware descriptor. Image Vis. Comput. 42: 1-12 (2015) - [j37]Dezhao Song, Edward Kim, Xiaolei Huang, Joseph Patruno, Héctor Muñoz-Avila, Jeff Heflin, L. Rodney Long, Sameer K. Antani:
Multimodal Entity Coreference for Cervical Dysplasia Diagnosis. IEEE Trans. Medical Imaging 34(1): 229-245 (2015) - 2014
- [j36]Soumya De, Ronald Joe Stanley, Beibei Cheng, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Automated Text Detection and Recognition in Annotated Biomedical Publication Images. Int. J. Heal. Inf. Syst. Informatics 9(2): 34-63 (2014) - [j35]Md. Mahmudur Rahman, Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Interactive cross and multimodal biomedical image retrieval based on automatic region-of-interest (ROI) identification and classification. Int. J. Multim. Inf. Retr. 3(3): 131-146 (2014) - [j34]Matthew S. Simpson, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma:
Multimodal biomedical image indexing and retrieval using descriptive text and global feature mapping. Inf. Retr. 17(3): 229-264 (2014) - [j33]Stefan Jaeger, Alexandros Karargyris, Sema Candemir, Les R. Folio, Jenifer Siegelman, Fiona M. Callaghan, Zhiyun Xue, Kannappan Palaniappan, Rahul K. Singh, Sameer K. Antani, George R. Thoma, Yi-Xiang J. Wang, Pu-Xuan Lu, Clement J. McDonald:
Automatic Tuberculosis Screening Using Chest Radiographs. IEEE Trans. Medical Imaging 33(2): 233-245 (2014) - [j32]Sema Candemir, Stefan Jaeger, Kannappan Palaniappan, Jonathan P. Musco, Rahul K. Singh, Zhiyun Xue, Alexandros Karargyris, Sameer K. Antani, George R. Thoma, Clement J. McDonald:
Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration. IEEE Trans. Medical Imaging 33(2): 577-590 (2014) - 2013
- [j31]Soumya De, Ronald Joe Stanley, Cheng Lu, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna:
A fusion-based approach for uterine cervical cancer histology image classification. Comput. Medical Imaging Graph. 37(7-8): 475-487 (2013) - [j30]Md. Mahmudur Rahman, Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Multimodal biomedical image retrieval using hierarchical classification and modality fusion. Int. J. Multim. Inf. Retr. 2(3): 159-173 (2013) - [j29]Emilia Apostolova, Daekeun You, Zhiyun Xue, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Image retrieval from scientific publications: Text and image content processing to separate multipanel figures. J. Assoc. Inf. Sci. Technol. 64(5): 893-908 (2013) - 2012
- [j28]Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Histology image analysis for carcinoma detection and grading. Comput. Methods Programs Biomed. 107(3): 538-556 (2012) - [j27]George R. Thoma, Sameer K. Antani, Michael J. Gill, Glenn Pearson, Leif Neve:
People Locator: A System for Family Reunification. IT Prof. 14(3): 13-21 (2012) - [j26]Dina Demner-Fushman, Sameer K. Antani, Matthew S. Simpson, George R. Thoma:
Design and Development of a Multimodal Biomedical Information Retrieval System. J. Comput. Sci. Eng. 6(2): 168-177 (2012) - [j25]Paolo Soda, Sameer K. Antani, Francesco Tortorella, Mario Cannataro, Mykola Pechenizkiy, Alexey Tsymbal:
Trends in computer-based medical systems. SIGHIT Rec. 2(2): 46-50 (2012) - 2011
- [j24]Arunkumar Gururajan, Sridharan Kamalakannan, Hamed Sari-Sarraf, Muneem Shahriar, L. Rodney Long, Sameer K. Antani:
On the creation of a segmentation library for digitized cervical and lumbar spine radiographs. Comput. Medical Imaging Graph. 35(4): 251-265 (2011) - [j23]Ronald Joe Stanley, Soumya De, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma:
An image feature-based approach to automatically find images for application to clinical decision support. Comput. Medical Imaging Graph. 35(5): 365-372 (2011) - [j22]Beibei Cheng, Ronald Joe Stanley, Soumya De, Sameer K. Antani, George R. Thoma:
Automatic Detection of Arrow Annotation Overlays in Biomedical Images. Int. J. Heal. Inf. Syst. Informatics 6(4): 23-41 (2011) - [j21]Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma:
A query expansion framework in image retrieval domain based on local and global analysis. Inf. Process. Manag. 47(5): 676-691 (2011) - [j20]Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma:
A Learning-Based Similarity Fusion and Filtering Approach for Biomedical Image Retrieval Using SVM Classification and Relevance Feedback. IEEE Trans. Inf. Technol. Biomed. 15(4): 640-646 (2011) - 2010
- [j19]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, Leif Neve, Yaoyao Zhu, George R. Thoma:
A unified set of analysis tools for uterine cervix image segmentation. Comput. Medical Imaging Graph. 34(8): 593-604 (2010) - [j18]Xiaoning Qian, Hemant D. Tagare, Robert K. Fulbright, L. Rodney Long, Sameer K. Antani:
Optimal embedding for shape indexing in medical image databases. Medical Image Anal. 14(3): 243-254 (2010) - [j17]Sridharan Kamalakannan, Arunkumar Gururajan, Hamed Sari-Sarraf, L. Rodney Long, Sameer K. Antani:
Double-Edge Detection of Radiographic Lumbar Vertebrae Images Using Pressurized Open DGVF Snakes. IEEE Trans. Biomed. Eng. 57(6): 1325-1334 (2010) - [j16]George R. Thoma, Glenn Ford, Sameer K. Antani, Dina Demner-Fushman, Michael Chung, Matthew S. Simpson:
Interactive publication: The document as a research tool. J. Web Semant. 8(2-3): 145-150 (2010) - 2009
- [j15]Shiri Gordon, Shelly Lotenberg, L. Rodney Long, Sameer K. Antani, Jose Jeronimo, Hayit Greenspan:
Evaluation of uterine cervix segmentations using ground truth from multiple experts. Comput. Medical Imaging Graph. 33(3): 205-216 (2009) - [j14]Dah-Jye Lee, Sameer K. Antani, Yuchou Chang, Kent Gledhill, L. Rodney Long, Paul Christensen:
CBIR of spine X-ray images on inter-vertebral disc space and shape profiles using feature ranking and voting consensus. Data Knowl. Eng. 68(12): 1359-1369 (2009) - [j13]L. Rodney Long, Sameer K. Antani, Thomas Martin Deserno, George R. Thoma:
Content-Based Image Retrieval in Medicine: Retrospective Assessment, State of the Art, and Future Directions. Int. J. Heal. Inf. Syst. Informatics 4(1): 1-16 (2009) - [j12]Dina Demner-Fushman, Sameer K. Antani, Matthew S. Simpson, George R. Thoma:
Annotation and retrieval of clinically relevant images. Int. J. Medical Informatics 78(12): 59-67 (2009) - [j11]William Hsu, Sameer K. Antani, L. Rodney Long, Leif Neve, George R. Thoma:
SPIRS: A Web-based image retrieval system for large biomedical databases. Int. J. Medical Informatics 78(Supplement-1): S13-S24 (2009) - [j10]Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long, James K. Archibald:
Using relevance feedback with short-term memory for content-based spine X-ray image retrieval. Neurocomputing 72(10-12): 2259-2269 (2009) - [j9]Thomas Martin Deserno, Sameer K. Antani, L. Rodney Long:
Ontology of Gaps in Content-Based Image Retrieval. J. Digit. Imaging 22(2): 202-215 (2009) - [j8]Hayit Greenspan, Shiri Gordon, Gali Zimmerman, Shelly Lotenberg, Jose Jeronimo, Sameer K. Antani, L. Rodney Long:
Automatic Detection of Anatomical Landmarks in Uterine Cervix Images. IEEE Trans. Medical Imaging 28(3): 454-468 (2009) - [j7]Yaoyao Zhu, Xiaolei Huang, Wei Wang, Daniel P. Lopresti, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, George R. Thoma:
Balancing the Role of Priors in Multi-Observer Segmentation Evaluation. J. Signal Process. Syst. 55(1-3): 185-207 (2009) - 2008
- [j6]Ronald Joe Stanley, Sameer K. Antani, L. Rodney Long, George R. Thoma, Kapil Gupta, Mohammed Das:
Size-invariant descriptors for detecting regions of abnormal growth in cervical vertebrae. Comput. Medical Imaging Graph. 32(1): 44-52 (2008) - [j5]Jian Yao, Zhongfei (Mark) Zhang, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Automatic medical image annotation and retrieval. Neurocomputing 71(10-12): 2012-2022 (2008) - [j4]Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long:
A Spine X-Ray Image Retrieval System Using Partial Shape Matching. IEEE Trans. Inf. Technol. Biomed. 12(1): 100-108 (2008) - 2004
- [j3]Sameer K. Antani, Dah-Jye Lee, L. Rodney Long, George R. Thoma:
Evaluation of shape similarity measurement methods for spine X-ray images. J. Vis. Commun. Image Represent. 15(3): 285-302 (2004) - 2003
- [j2]David J. Crandall, Sameer K. Antani, Rangachar Kasturi:
Extraction of special effects caption text events from digital video. Int. J. Document Anal. Recognit. 5(2-3): 138-157 (2003) - 2002
- [j1]Sameer K. Antani, Rangachar Kasturi, Ramesh C. Jain:
A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video. Pattern Recognit. 35(4): 945-965 (2002)
Conference and Workshop Papers
- 2023
- [c177]Zhaohui Liang, Zhiyun Xue, Yang Feng, Sivaramakrishnan Rajaraman, Jimmy Xiangji Huang, Sameer K. Antani:
Emergency Department Wait Time Forecast based on Semantic and Time Series Patterns in COVID-19 Pandemic. BIBM 2023: 3067-3072 - [c176]Evanjelin Mahmoodi, Zhiyun Xue, Sivaramakrishnan Rajaraman, Sameer K. Antani:
A Study on Reducing Big Data Image Annotation Burden Through Iterative Expert-In-The-Loop Strategy. BIBM 2023: 3097-3102 - [c175]Tochi Oguguo, Ghada Zamzmi, Sivaramakrishnan Rajaraman, Feng Yang, Zhiyun Xue, Sameer K. Antani:
A Comparative Study of Fairness in Medical Machine Learning. ISBI 2023: 1-5 - [c174]Zhaohui Liang, Zhiyun Xue, Sivaramakrishnan Rajaraman, Feng Yang, Sameer K. Antani:
Automatic Quantification of COVID-19 Pulmonary Edema by Self-supervised Contrastive Learning. MILLanD@MICCAI 2023: 128-137 - 2022
- [c173]Anabik Pal, Sounak Ray, Sameer K. Antani, Utpal Garain:
Attention Residual Capsule Network for Dermoscopy Image Classification. CVIP (2) 2022: 108-121 - [c172]Zhiyun Xue, Kelly Yu, Paul C. Pearlman, Anabik Pal, Tseng-Cheng Chen, Chun-Hung Hua, Chung Jan Kang, Chih-Yen Chien, Ming-Hsui Tsai, Cheng-Ping Wang, Anil K. Chaturvedi, Sameer K. Antani:
Automatic Detection of Oral Lesion Measurement Ruler Toward Computer-Aided Image-Based Oral Cancer Screening. EMBC 2022: 3218-3221 - [c171]Zhiyun Xue, Kelly Yu, Paul C. Pearlman, Tseng-Cheng Chen, Chun-Hung Hua, Chung Jan Kang, Chih-Yen Chien, Ming-Hsui Tsai, Cheng-Ping Wang, Anil K. Chaturvedi, Sameer K. Antani:
Extraction of Ruler Markings For Estimating Physical Size of Oral Lesions. ICPR 2022: 4241-4247 - [c170]Ghada Zamzmi, Tochi Oguguo, Sivaramakrishnan Rajaraman, Sameer K. Antani:
Open-world active learning for echocardiography view classification. Medical Imaging: Computer-Aided Diagnosis 2022 - [c169]Zhiyun Xue, Sandeep Angara, Peng Guo, Sivaramakrishnan Rajaraman, Jose Jeronimo, Ana Cecilia Rodriguez, Karla Alfaro, Kittipat Charoenkwan, Chemtai Mungo, Joel Fokom Domgue, Nicolas Wentzensen, Kanan T. Desai, Olusegun Kayode Ajenifuja, Elisabeth Wikstrom, Brian Befano, Silvia De Sanjosé, Mark Schiffman, Sameer K. Antani:
Image Quality Classification for Automated Visual Evaluation of Cervical Precancer. MILLanD@MICCAI 2022: 206-217 - [c168]Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhiyun Xue, Sameer K. Antani:
Data Characterization for Reliable AI in Medicine. RTIP2R 2022: 3-11 - 2021
- [c167]Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer K. Antani:
Semi-Supervised Learning for Cervical Precancer Detection. CBMS 2021: 202-206 - [c166]Zhiyun Xue, Peng Guo, Kanan T. Desai, Anabik Pal, Kayode O. Ajenifuja, Clement Akinfolarin Adepiti, L. Rodney Long, Mark Schiffman, Sameer K. Antani:
A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices. CBMS 2021: 527-532 - [c165]Sameer K. Antani, Luis Kun, Carole Carey, Thenusha Satsoruban, Nahum Gershon, Mohamad Sawan:
Life science and its implications for society - (in addition to COVID-19). ISTAS 2021: 1 - [c164]Zhiyun Xue, Peng Guo, Sandeep Angara, Anabik Pal, Jose Jeronimo, Kanan T. Desai, Olusegun Kayode Ajenifuja, Clement Akinfolarin Adepiti, Silvia De Sanjosé, Mark Schiffman, Sameer K. Antani:
Cleaning Highly Unbalanced Multisource Image Dataset for Quality Control in Cervical Precancer Screening. RTIP2R 2021: 3-13 - [c163]Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer K. Antani:
An Empirical Study of Vision Transformers for Cervical Precancer Detection. RTIP2R 2021: 26-32 - [c162]Peng Guo, Zhiyun Xue, Jose Jeronimo, Julia C. Gage, Kanan T. Desai, Brian Befano, Francisco García, Mark Schiffman, Sameer K. Antani:
Image Augmentation for Improving Automated Eligibility-Classification for Cervical Precancer Ablation Treatment. RTIP2R 2021: 76-84 - 2020
- [c161]Dharitri Misra, Michael Gill, Janice S. Lee, Sameer K. Antani:
Segmentation of Anterior Tissues in Craniofacial Cone-Beam CT Images. CBMS 2020: 71-76 - [c160]Priya Deshpande, Alexander Rasin, Roselyne Tchoua, Jacob Furst, Daniela Raicu, Sameer K. Antani:
Enhancing Recall Using Data Cleaning for Biomedical Big Data. CBMS 2020: 265-270 - [c159]Incheol Kim, Dharitri Misra, Laritza Rodriguez, Michael Gill, Denise K. Liberton, Konstantinia Almpani, Janice S. Lee, Sameer K. Antani:
Malocclusion Classification on 3D Cone-Beam CT Craniofacial Images Using Multi-Channel Deep Learning Models*. EMBC 2020: 1294-1298 - [c158]Harshit S. Parmar, Brian Nutter, L. Rodney Long, Sameer K. Antani, Sunanda Mitra:
Deep learning of volumetric 3D CNN for fMRI in Alzheimer's disease classification. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113170C - [c157]Feng Yang, Nicolas Quizon, Hang Yu, Kamolrat Silamut, Richard James Maude, Stefan Jaeger, Sameer K. Antani:
Cascading YOLO: automated malaria parasite detection for Plasmodium vivax in thin blood smears. Medical Imaging: Computer-Aided Diagnosis 2020 - [c156]Ghada Zamzmi, Li-Yueh Hsu, Wen Li, Vandana Sachdev, Sameer K. Antani:
Fully automated spectral envelope and peak velocity detection from Doppler echocardiography images. Medical Imaging: Computer-Aided Diagnosis 2020 - [c155]Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang:
Synthetic Sample Selection via Reinforcement Learning. MICCAI (1) 2020: 53-63 - [c154]Harshit S. Parmar, Sunanda Mitra, Brian Nutter, L. Rodney Long, Sameer K. Antani:
Visualization and Detection of Changes in Brain States Using t-SNE. SSIAI 2020: 14-17 - 2019
- [c153]Feng Yang, Hang Yu, Kamolrat Silamut, Richard James Maude, Stefan Jäger, Sameer K. Antani:
Parasite Detection in Thick Blood Smears Based on Customized Faster-RCNN on Smartphones. AIPR 2019: 1-4 - [c152]Sudhir Sornapudi, Gregory T. Brown, Zhiyun Xue, L. Rodney Long, Lisa Allen, Sameer K. Antani:
Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images. AMIA 2019 - [c151]Peng Guo, Sanjana Singh, Zhiyun Xue, L. Rodney Long, Sameer K. Antani:
Deep Learning for Assessing Image Focus for Automated Cervical Cancer Screening. BHI 2019: 1-4 - [c150]Jongwoo Kim, Loc Q. Tran, Emily Y. Chew, Sameer K. Antani:
Optic Disc and Cup Segmentation for Glaucoma Characterization Using Deep Learning. CBMS 2019: 489-494 - [c149]Prasanth Ganesan, Sivaramakrishnan Rajaraman, L. Rodney Long, Behnaz Ghoraani, Sameer K. Antani:
Assessment of Data Augmentation Strategies Toward Performance Improvement of Abnormality Classification in Chest Radiographs. EMBC 2019: 841-844 - [c148]Sivaramakrishnan Rajaraman, Sudhir Sornapudi, Marc D. Kohli, Sameer K. Antani:
Assessment of an ensemble of machine learning models toward abnormality detection in chest radiographs. EMBC 2019: 3689-3692 - [c147]Prasanth Ganesan, Zhiyun Xue, Sanjana Singh, L. Rodney Long, Behnaz Ghoraani, Sameer K. Antani:
Performance Evaluation of a Generative Adversarial Network for Deblurring Mobile-phone Cervical Images. EMBC 2019: 4487-4490 - [c146]Ghada Zamzmi, Li-Yueh Hsu, Wen Li, Vandana Sachdev, Sameer K. Antani:
Echo Doppler Flow Classification and Goodness Assessment with Convolutional Neural Networks. ICMLA 2019: 1744-1749 - [c145]Harshit S. Parmar, Brian Nutter, L. Rodney Long, Sameer K. Antani, Sunanda Mitra:
Automated signal drift and global fluctuation removal from 4D fMRI data based on principal component analysis as a major preprocessing step for fMRI data analysis. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109531E - [c144]Sivaramakrishnan Rajaraman, Sema Candemir, George R. Thoma, Sameer K. Antani:
Visualizing and explaining deep learning predictions for pneumonia detection in pediatric chest radiographs. Medical Imaging: Computer-Aided Diagnosis 2019: 109500S - [c143]Feng Yang, Hang Yu, Kamolrat Silamut, Richard James Maude, Stefan Jaeger, Sameer K. Antani:
Smartphone-Supported Malaria Diagnosis Based on Deep Learning. MLMI@MICCAI 2019: 73-80 - [c142]Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang:
Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification. MICCAI (1) 2019: 387-396 - 2018
- [c141]Zhiyun Xue, Sivaramakrishnan Rajaraman, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Gender Detection from Spine X-Ray Images Using Deep Learning. CBMS 2018: 54-58 - [c140]Sivaramakrishnan Rajaraman, Sema Candemir, Zhiyun Xue, Philip O. Alderson, Marc D. Kohli, Joseph Abuya, George R. Thoma, Sameer K. Antani:
A novel stacked generalization of models for improved TB detection in chest radiographs. EMBC 2018: 718-721 - [c139]Zhiyun Xue, L. Rodney Long, Stefan Jaeger, Les R. Folio, George R. Thoma, Sameer K. Antani:
Extraction of Aortic Knuckle Contour in Chest Radiographs Using Deep Learning. EMBC 2018: 5890-5893 - [c138]Sivaramakrishnan Rajaraman, Sameer K. Antani, Sema Candemir, Zhiyun Xue, Joseph Abuya, Marc D. Kohli, Philip O. Alderson, George R. Thoma:
Comparing deep learning models for population screening using chest radiography. Medical Imaging: Computer-Aided Diagnosis 2018: 105751E - [c137]Yuan Xue, Tao Xu, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, George R. Thoma, Xiaolei Huang:
Multimodal Recurrent Model with Attention for Automated Radiology Report Generation. MICCAI (1) 2018: 457-466 - [c136]Golnaz Moallem, Hamed Sari-Sarraf, Mahdieh Poostchi, Richard James Maude, Kamolrat Silamut, Md Amir Hossain, Sameer K. Antani, Stefan Jaeger, George R. Thoma:
Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smears. Medical Imaging: Digital Pathology 2018: 105811F - [c135]Fatema Tuz Zohora, Sameer K. Antani, KC Santosh:
Circle-like foreign element detection in chest x-rays using normalized cross-correlation and unsupervised clustering. Medical Imaging: Image Processing 2018: 105741V - [c134]Sivaramakrishnan Rajaraman, Sameer K. Antani:
Visualizing Salient Network Activations in Convolutional Neural Networks for Medical Image Modality Classification. RTIP2R (2) 2018: 42-57 - [c133]Harshit S. Parmar, Xiangyu Liu, Hua Xie, Brian Nutter, Sunanda Mitra, L. Rodney Long, Sameer K. Antani:
f-Sim: A quasi-realistic fMRI simulation toolbox using digital brain phantom and modeled noise. SSIAI 2018: 37-40 - 2017
- [c132]Golnaz Moallem, Mahdieh Poostchi, Hang Yu, Kamolrat Silamut, Nila Palaniappan, Sameer K. Antani, Md Amir Hossain, Richard James Maude, Stefan Jaeger, George R. Thoma:
Detecting and Segmenting White Blood Cells in Microscopy Images of Thin Blood Smears. AIPR 2017: 1-8 - [c131]Benjamin Bryant, Hamed Sari-Sarraf, L. Rodney Long, Sameer K. Antani:
A Kernel Support Vector Machine Trained Using Approximate Global and Exhaustive Local Sampling. BDCAT 2017: 267-268 - [c130]Asma Ben Abacha, Alba Garcia Seco de Herrera, Ke Wang, L. Rodney Long, Sameer K. Antani, Dina Demner-Fushman:
Named entity recognition in functional neuroimaging literature. BIBM 2017: 2218-2220 - [c129]Sema Candemir, Sameer K. Antani, Zhiyun Xue, George R. Thoma:
Novel Method for Storyboarding Biomedical Videos for Medical Informatics. CBMS 2017: 127-132 - [c128]Asma Ben Abacha, Alba Garcia Seco de Herrera, Soumya Gayen, Dina Demner-Fushman, Sameer K. Antani:
NLM at ImageCLEF 2017 Caption Task. CLEF (Working Notes) 2017 - [c127]Jie Zou, Sameer K. Antani, George R. Thoma:
Localizing and Recognizing Labels for Multi-Panel Figures in Biomedical Journals. ICDAR 2017: 753-758 - [c126]Sivarama Krishnan Rajaraman, Sameer K. Antani, Stefan Jaeger:
Visualizing Deep Learning Activations for Improved Malaria Cell Classification. MIH@KDD 2017: 40-47 - [c125]Ravali Edulapuram, Ronald Joe Stanley, L. Rodney Long, Sameer K. Antani, George R. Thoma, Rosemary Zuna, William V. Stoecker, Jason R. Hagerty:
Nuclei Segmentation using a Level Set Active Contour Method and Spatial Fuzzy C-means Clustering. VISIGRAPP (4: VISAPP) 2017: 195-202 - 2016
- [c124]Zhaohui Liang, Andrew Powell, Ilker Ersoy, Mahdieh Poostchi, Kamolrat Silamut, Kannappan Palaniappan, Peng Guo, Md Amir Hossain, Sameer K. Antani, Richard James Maude, Jimmy Xiangji Huang, Stefan Jaeger, George R. Thoma:
CNN-based image analysis for malaria diagnosis. BIBM 2016: 493-496 - [c123]Alba Garcia Seco de Herrera, L. Rodney Long, Sameer K. Antani:
Content-Based fMRI Brain Maps Retrieval. BIH 2016: 173-180 - [c122]Zhiyun Xue, Md. Mahmudur Rahman, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma:
Modality Classification for Searching Figures in Biomedical Literature. CBMS 2016: 152-157 - [c121]KC Santosh, Naved Alam, Partha Pratim Roy, Laurent Wendling, Sameer K. Antani, George R. Thoma:
Arrowhead detection in biomedical images. Document Recognition and Retrieval 2016: 1-7 - [c120]Sema Candemir, Stefan Jaeger, Wilson Lin, Zhiyun Xue, Sameer K. Antani, George R. Thoma:
Automatic heart localization and radiographic index computation in chest x-rays. Medical Imaging: Computer-Aided Diagnosis 2016: 978517 - [c119]Alba Garcia Seco de Herrera, Roger Schaer, Sameer K. Antani, Henning Müller:
Using Crowdsourcing for Multi-label Biomedical Compound Figure Annotation. LABELS/DLMIA@MICCAI 2016: 228-237 - [c118]Jessica Faruque, Sameer K. Antani, L. Rodney Long, Lauren Kim, George R. Thoma:
Image similarity ranking of focal computed tomography liver lesions using a 2AFC technique. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2016: 97870N - 2015
- [c117]Zhiyun Xue, Sema Candemir, Sameer K. Antani, L. Rodney Long, Stefan Jaeger, Dina Demner-Fushman, George R. Thoma:
Foreign object detection in chest X-rays. BIBM 2015: 956-961 - [c116]KC Santosh, Sameer K. Antani, George R. Thoma:
Stitched Multipanel Biomedical Figure Separation. CBMS 2015: 54-59 - [c115]Zhiyun Xue, Daekeun You, Sema Candemir, Stefan Jaeger, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Chest X-ray Image View Classification. CBMS 2015: 66-71 - [c114]KC Santosh, Szilárd Vajda, Sameer K. Antani, George R. Thoma:
Automatic Pulmonary Abnormality Screening Using Thoracic Edge Map. CBMS 2015: 360-361 - [c113]KC Santosh, Zhiyun Xue, Sameer K. Antani, George R. Thoma:
NLM at imageCLEF2015: Biomedical Multipanel Figure Separation. CLEF (Working Notes) 2015 - [c112]Szilárd Vajda, Sameer K. Antani, George R. Thoma:
National Library of Medicine (NLM) at ImageCLEF2015: Medical Clustering Task. CLEF (Working Notes) 2015 - [c111]Dina Demner-Fushman, Sonya E. Shooshan, Laritza Rodriguez, Sameer K. Antani, George R. Thoma:
Annotation of Chest Radiology Reports for Indexing and Retrieval. MRDM@ECIR 2015: 99-111 - [c110]Tao Xu, Xiaolei Huang, Edward Kim, L. Rodney Long, Sameer K. Antani:
Multi-test cervical cancer diagnosis with missing data estimation. Medical Imaging: Computer-Aided Diagnosis 2015: 94140X - [c109]Tao Xu, Cheng Xin, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Edward Kim, Xiaolei Huang:
A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation. MLMI 2015: 26-35 - 2014
- [c108]Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Biomedical image segmentation for semantic visual feature extraction. BIBM 2014: 289-292 - [c107]KC Santosh, Sema Candemir, Stefan Jäger, Les R. Folio, Alexandros Karargyris, Sameer K. Antani, George R. Thoma:
Rotation Detection in Chest Radiographs Based on Generalized Line Histogram of Rib-Orientations. CBMS 2014: 138-142 - [c106]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma:
Body Segment Classification for Visible Human Cross Section Slices. CBMS 2014: 199-204 - [c105]Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Does Figure-Text Improve Biomedical Article Retrieval? A Pilot Study. CBMS 2014: 471-472 - [c104]Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
An MRF Model for Biomedical Image Segmentation. CBMS 2014: 539-540 - [c103]Szilárd Vajda, Daekeun You, Sameer K. Antani, George R. Thoma:
Label the many with a few: Semi-automatic medical image modality discovery in a large image collection. CICARE 2014: 167-173 - [c102]Suchet K. Chachra, Zhiyun Xue, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Extraction and labeling high-resolution images from PDF documents. DRR 2014: 90210Q-90210Q-9 - [c101]Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
A contour-based shape descriptor for biomedical image classification and retrieval. DRR 2014: 90210L-90210L-12 - [c100]KC Santosh, Laurent Wendling, Sameer K. Antani, George R. Thoma:
Scalable Arrow Detection in Biomedical Images. ICPR 2014: 3257-3262 - [c99]Glauco Vitor Pedrosa, Md. Mahmudur Rahman, Sameer K. Antani, Dina Demner-Fushman, L. Rodney Long, Agma J. M. Traina:
Integrating visual words as bunch of n-grams for effective biomedical image classification. WACV 2014: 431-436 - 2013
- [c98]Alba Garcia Seco de Herrera, Jayashree Kalpathy-Cramer, Dina Demner-Fushman, Sameer K. Antani, Henning Müller:
Overview of the ImageCLEF 2013 Medical Tasks. CLEF (Working Notes) 2013 - [c97]Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma:
ITI's Participation in the 2013 Medical Track of ImageCLEF. CLEF (Working Notes) 2013 - [c96]Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Annotating image ROIs with text descriptions for multimodal biomedical document retrieval. DRR 2013: 86580D - [c95]Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
A robust pointer segmentation in biomedical images toward building a visual ontology for biomedical article retrieval. DRR 2013: 86580Q - [c94]Beibei Cheng, Ronald Joe Stanley, Sameer K. Antani, George R. Thoma:
Graphical Figure Classification Using Data Fusion for Integrating Text and Image Features. ICDAR 2013: 693-697 - [c93]Eugene Borovikov, Szilárd Vajda, Girish Lingappa, Sameer K. Antani, George R. Thoma:
Face Matching for Post-Disaster Family Reunification. ICHI 2013: 131-140 - [c92]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma:
Classification of CT Figures in Biomedical Articles Based on Body Segments. ICHI 2013: 264-268 - [c91]Sridharan Kamalakannan, Benjamin Bryant, Hamed Sari-Sarraf, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Integrating shape into an interactive segmentation framework. Medical Imaging: Computer-Aided Diagnosis 2013: 867030 - [c90]Benjamin Bryant, Hamed Sari-Sarraf, Mitchell Wachtel, L. Rodney Long, Sameer K. Antani:
Fast GPU-based segmentation of H&E stained squamous epithelium from multi-gigapixel tiled virtual slides. Medical Imaging: Digital Pathology 2013: 86760X - [c89]Sridharan Kamalakannan, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Customized hybrid level sets for automatic lung segmentation in chest x-ray images. Medical Imaging: Image Processing 2013: 866939 - 2012
- [c88]Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma, Dina Demner-Fushman:
Towards the Creation of a Visual Ontology of Biomedical Imaging Entities. AMIA 2012 - [c87]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma:
Window Classification of Brain CT Images in Biomedical Articles. AMIA 2012 - [c86]Henning Müller, Alba Garcia Seco de Herrera, Jayashree Kalpathy-Cramer, Dina Demner-Fushman, Sameer K. Antani, Ivan Eggel:
Overview of the ImageCLEF 2012 Medical Image Retrieval and Classification Tasks. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c85]Matthew S. Simpson, Daekeun You, Md. Mahmudur Rahman, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma:
ITI's Participation in the ImageCLEF 2012 Medical Retrieval and Classification Tasks. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c84]Beibei Cheng, Renzhong Wang, Sameer K. Antani, Ronald Joe Stanley, George R. Thoma:
Graphical image classification combining an evolutionary algorithm and binary particle swarm optimization. DRR 2012: 829703 - [c83]Stefan Jaeger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma:
Detecting tuberculosis in radiographs using combined lung masks. EMBC 2012: 4978-4981 - [c82]Glenn Pearson, Michael J. Gill, Sameer K. Antani, Leif Neve, Gregory Miernicki, Krittach Phichaphop, Ajay Kanduru, Stefan Jaeger, George R. Thoma:
The role of location for family reunification during disasters. HealthGIS 2012: 11-18 - [c81]Md. Mahmudur Rahman, Daekeun You, Matthew S. Simpson, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
An Interactive Image Retrieval Framework for Biomedical Articles Based on Visual Region-of- Interest (ROI) Identification and Classification. HISB 2012: 50 - [c80]Payel Ghosh, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Unsupervised segmentation of lungs from chest radiographs. Medical Imaging: Computer-Aided Diagnosis 2012: 831532 - [c79]Jingqi Ao, Sunanda Mitra, L. Rodney Long, Brian Nutter, Sameer K. Antani:
A hybrid watershed method for cell image segmentation. SSIAI 2012: 29-32 - 2011
- [c78]Payel Ghosh, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Review of medical image retrieval systems and future directions. CBMS 2011: 1-6 - [c77]Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma:
Biomedical CBIR using "bag of keypoints" in a modified inverted index. CBMS 2011: 1-6 - [c76]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Spine X-ray image retrieval using partial vertebral boundaries. CBMS 2011: 1-6 - [c75]Matthew S. Simpson, Md. Mahmudur Rahman, Srinivas Phadnis, Emilia Apostolova, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma:
Text and Content-based Approaches to Image Modality Classification and Retrieval for the ImageCLEF 2011 Medical Retrieval Track. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c74]Beibei Cheng, Sameer K. Antani, Ronald Joe Stanley, George R. Thoma:
Automatic segmentation of subfigure image panels for multimodal biomedical document retrieval. DRR 2011: 78740Z - [c73]Daekeun You, Sameer K. Antani, Dina Demner-Fushman, Md. Mahmudur Rahman, Venu Govindaraju, George R. Thoma:
Automatic identification of ROI in figure images toward improving hybrid (text and image) biomedical document retrieval. DRR 2011: 78740K - [c72]Alexandros Karargyris, Sameer K. Antani, George R. Thoma:
Segmenting anatomy in chest x-rays for tuberculosis screening. EMBC 2011: 7779-7782 - [c71]Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Multiphase Level Set Model with Local K-means Energy for Histology Image Segmentation. HISB 2011: 32-39 - [c70]Payel Ghosh, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Unsupervised Grow-Cut: Cellular Automata-Based Medical Image Segmentation. HISB 2011: 40-47 - [c69]Daekeun You, Sameer K. Antani, Dina Demner-Fushman, Venu Govindaraju, George R. Thoma:
Detecting Figure-Panel Labels in Medical Journal Articles Using MRF. ICDAR 2011: 967-971 - [c68]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Pathology-based vertebral image retrieval. ISBI 2011: 1893-1896 - [c67]Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma:
A biomedical image retrieval framework based on classification-driven image filtering and similarity fusion. ISBI 2011: 1905-1908 - [c66]Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Distribution fitting-based pixel labeling for histology image segmentation. Medical Imaging: Computer-Aided Diagnosis 2011: 79633D - [c65]Md. Mahmudur Rahman, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Biomedical Image Retrieval Using Multimodal Context and Concept Feature Spaces. MCBR-CDS 2011: 24-35 - 2010
- [c64]Sameer K. Antani:
Integrating image and text information for biomedical information retrieval. CBMS 2010: 3 - [c63]Haiying Guan, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Comparative study of shape retrieval using feature fusion approaches. CBMS 2010: 226-231 - [c62]Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma:
"Bag of keypoints"-based biomedical image search with affine covariant region detection and correlation-enhanced similarity matching. CBMS 2010: 261-266 - [c61]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Automatic extraction of mosaic patterns in uterine cervix images. CBMS 2010: 273-278 - [c60]Matthew S. Simpson, Md. Mahmudur Rahman, Sachin Singhal, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma:
Text- and Content-based Approaches to Image Modality Detection and Retrieval for the ImageCLEF 2010 Medical Retrieval Track. CLEF (Notebook Papers/LABs/Workshops) 2010 - [c59]Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma:
Local concept-based medical image retrieval with correlation-enhanced similarity matching based on global analysis. CVPR Workshops 2010: 87-94 - [c58]Daekeun You, Sameer K. Antani, Dina Demner-Fushman, Md. Mahmudur Rahman, Venu Govindaraju, George R. Thoma:
Biomedical article retrieval using multimodal features and image annotations in region-based CBIR. DRR 2010: 75340V - [c57]Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Local and global Gaussian mixture models for hematoxylin and eosin stained histology image segmentation. HIS 2010: 223-228 - [c56]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, George R. Thoma:
An online segmentation tool for cervicographic image analysis. IHI 2010: 425-429 - [c55]Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma:
Biomedical Image Retrieval in a Fuzzy Feature Space with Affine Region Detection and Vector Quantization of a Scale-Invariant Descriptor. ISVC (3) 2010: 261-270 - [c54]Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma:
A classification-driven similarity matching framework for retrieval of biomedical images. Multimedia Information Retrieval 2010: 147-154 - 2009
- [c53]Haiying Guan, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Comparative study of spine vertebra shape retrieval using learning-based feature selection. CBMS 2009: 1-7 - [c52]Kirt D. Lillywhite, Dah-Jye Lee, Sameer K. Antani, Dong Zhang, L. Rodney Long:
Lessons learned in developing a low-cost high performance medical imaging cluster. CBMS 2009: 1-6 - [c51]Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma:
A medical image retrieval framework in correlation enhanced visual concept feature space. CBMS 2009: 1-4 - [c50]Matthew Wilhelm, Brian Nutter, L. Rodney Long, Sameer K. Antani:
Linear array image analysis for automated detection of human papillomavirus. CBMS 2009: 1-6 - [c49]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, George R. Thoma:
A system for searching uterine cervix images by visual attributes. CBMS 2009: 1-5 - [c48]Matthew S. Simpson, Md. Mahmudur Rahman, Dina Demner-Fushman, Sameer K. Antani, George R. Thoma:
Text- and Content-based Approaches to Image Retrieval for the ImageCLEF 2009 Medical Retrieval Track. CLEF (Working Notes) 2009 - [c47]Daekeun You, Emilia Apostolova, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Figure content analysis for improved biomedical article retrieval. DRR 2009: 72470V - [c46]Matthew S. Simpson, Dina Demner-Fushman, Charles Sneiderman, Sameer K. Antani, George R. Thoma:
Using Non-Lexical Features to Identify Effective Indexing Terms for Biomedical Illustrations. EACL 2009: 737-744 - [c45]Wei Wang, Yaoyao Zhu, Xiaolei Huang, Daniel P. Lopresti, Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma:
A Classifier Ensemble Based on Performance Level Estimation. ISBI 2009: 342-345 - [c44]Haiying Guan, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Bridging the Semantic Gap Using Ranking Svm for Image Retrieval. ISBI 2009: 354-357 - [c43]Md. Mahmudur Rahman, Sameer K. Antani, L. Rodney Long, Dina Demner-Fushman, George R. Thoma:
Multi-modal Query Expansion Based on Local Analysis for Medical Image Retrieval. MCBR-CDS 2009: 110-119 - [c42]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, Jose Jeronimo, George R. Thoma:
Segmentation of mosaicism in cervicographic images using support vector machines. Medical Imaging: Image Processing 2009: 72594X - 2008
- [c41]Sameer K. Antani, L. Rodney Long, George R. Thoma:
Bridging the Gap: Enabling CBIR in Medical Applications. CBMS 2008: 4-6 - [c40]Yaoyao Zhu, Xiaolei Huang, Daniel P. Lopresti, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, George R. Thoma:
Web-Based Multi-Observer Segmentation Evaluation Tool. CBMS 2008: 167-169 - [c39]Yuchou Chang, Sameer K. Antani, Dah-Jye Lee, Kent Gledhill, L. Rodney Long, Paul Christensen:
CBIR of Spine X-Ray Images on Inter-Vertebral Disc Space and Shape Profiles. CBMS 2008: 224-229 - [c38]Sameer K. Antani, Dina Demner-Fushman, Jiang Li, Balaji Vasan Srinivasan, George R. Thoma:
Exploring use of images in clinical articles for decision support in evidence-based medicine. DRR 2008: 68150Q - [c37]Santosh Seetharaman, Ronald Joe Stanley, Soumya De, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Live Wire Segmentation Tool for Osteophyte Detection in Lumbar Spine X-Ray Images. ICETET 2008: 715-720 - [c36]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma, Jose Jeronimo:
Cervicographic image retrieval by spatial similarity of lesions. ICPR 2008: 1-4 - [c35]Xiaolei Huang, Wei Wang, Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo:
Tissue classification using cluster features for lesion detection in digital cervigrams. Medical Imaging: Image Processing 2008: 69141Z - 2007
- [c34]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo, George R. Thoma:
Investigating CBIR Techniques for Cervicographic Images. AMIA 2007 - [c33]Sameer K. Antani, Thomas Martin Deserno, L. Rodney Long, Mark Oliver Güld, Leif Neve, George R. Thoma:
Interfacing Global and Local CBIR Systems for Medical Image Retrieval. Bildverarbeitung für die Medizin 2007: 166-171 - [c32]Dina Demner-Fushman, Sameer K. Antani, Mohammad-Reza Siadat, Hamid Soltanian-Zadeh, Farshad Fotouhi, Kost V. Elisevich:
Automatically Finding Images for Clinical Decision Support. ICDM Workshops 2007: 139-144 - [c31]William Hsu, L. Rodney Long, Sameer K. Antani:
SPIRS: A Framework for Content-based Image Retrieval from Large Biomedical Databases. MedInfo 2007: 188-192 - [c30]Sameer K. Antani, Thomas Martin Deserno, L. Rodney Long, George R. Thoma:
Geographically Distributed Complementary Content-Based Image Retrieval Systems for Biomedical Image Informatics. MedInfo 2007: 493-497 - [c29]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo, George R. Thoma:
Comparative performance analysis of cervix ROI extraction and specular reflection removal algorithms for uterine cervix image analysis. Medical Imaging: Image Processing 2007: 65124I - 2006
- [c28]Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long:
Pre-Indexing for Fast Partial Shape Matching of Vertebrae Images. CBMS 2006: 105-110 - [c27]Jian Yao, Sameer K. Antani, L. Rodney Long, George R. Thoma, Zhongfei Zhang:
Automatic Medical Image Annotation and Retrieval Using SECC. CBMS 2006: 820-825 - [c26]L. Rodney Long, Sameer K. Antani, Jose Jeronimo, Mark Schiffman, Mike Bopf, Leif Neve, Carl Cornwell, Scott R. Budihas, George R. Thoma:
Technology for Medical Education, Research, and Disease Screening by Exploitation of Biomarkers in a Large Collection of Uterine Cervix Images. CBMS 2006: 826-831 - [c25]Jian Yao, Zhongfei (Mark) Zhang, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Automatic Medical Image Annotation and Retrieval using SEMI-SECC. ICME 2006: 2005-2008 - [c24]Shiri Gordon, Gali Zimmerman, L. Rodney Long, Sameer K. Antani, Jose Jeronimo, Hayit Greenspan:
Content analysis of uterine cervix images: initial steps toward content based indexing and retrieval of cervigrams. Medical Imaging: Image Processing 2006: 61444U - 2005
- [c23]Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long:
Relevance Feedback for Spine X-ray Retrieval. CBMS 2005: 197-202 - [c22]Sameer K. Antani, L. Rodney Long, George R. Thoma:
Applying vertebral boundary semantics to CBIR of digitized spine x-ray images. Storage and Retrieval Methods and Applications for Multimedia 2005: 98-107 - 2004
- [c21]Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long:
Partial Shape Matching of Spine X-Ray Shapes Using Dynamic Programming. CBMS 2004: 97-102 - [c20]Ronald Joe Stanley, Santhosh Seetharaman, L. Rodney Long, Sameer K. Antani, George R. Thoma, Edward Downey:
Image Analysis Techniques for the Automated Evaluation of Subaxial Subluxation in Cervical Spine X-ray Images. CBMS 2004: 204-209 - [c19]Jose Jeronimo, Mark Schiffman, L. Rodney Long, Leif Neve, Sameer K. Antani:
A Tool for Collection of Region Based Data from Uterine Cervix Images for Correlation of Visual and Clinical Variables Related to Cervical Neoplasia. CBMS 2004: 558-562 - [c18]Mike Bopf, Tina Coleman, L. Rodney Long, Sameer K. Antani, George R. Thoma, Jose Jeronimo, Mark Schiffman:
An Architecture for Streamlining the Implementation of Biomedical Text/Image Databases on the Web. CBMS 2004: 563- - [c17]Sameer K. Antani, L. Rodney Long, George R. Thoma:
Content-Based Image Retrieval for Large Biomedical Image Archives. MedInfo 2004: 829-833 - [c16]Hemant D. Tagare, Xiaoning Qian, Robert K. Fulbright, L. Rodney Long, Sameer K. Antani:
Shape based retrieval in NHANES II. ACM Multimedia 2004: 776-779 - [c15]Sameer K. Antani, Xiaoqian Xu, L. Rodney Long, George R. Thoma:
Partial shape matching for CBIR of spine x-ray images. Storage and Retrieval Methods and Applications for Multimedia 2004: 1-8 - 2003
- [c14]L. Rodney Long, Sameer K. Antani, George R. Thoma:
A Prototype Content-Based Image Retrieval System for Spine X-Rays. CBMS 2003: 156-162 - [c13]Xiaoqian Xu, Dah-Jye Lee, Sameer K. Antani, L. Rodney Long:
Localizing Contour Points for Indexing an X-Ray Image Retrieval System. CBMS 2003: 169-174 - [c12]Dah-Jye Lee, Daniel Bates, Christopher Dromey, Xiaoqian Xu, Sameer K. Antani:
An Imaging System Correlating Lip Shapes with Tongue Contact Patterns for Speech Pathology Research. CBMS 2003: 307- - [c11]Dah-Jye Lee, Sameer K. Antani, L. Rodney Long:
Similarity measurement using polygon curve representation and Fourier descriptors for shape-based vertebral image retrieval. Medical Imaging: Image Processing 2003 - [c10]Sameer K. Antani, L. Rodney Long, George R. Thoma, Dah-Jye Lee:
Evaluation of shape indexing methods for content-based retrieval of x-ray images. Storage and Retrieval for Media Databases 2003: 405-416 - 2002
- [c9]Sameer K. Antani, L. Rodney Long, George R. Thoma:
A Biomedical Information System for Combined Content-Based Retrieval of Spine X-Ray Images, Associated Text Information. ICVGIP 2002 - 2000
- [c8]Tarak Gandhi, Rangachar Kasturi, Sameer K. Antani:
Application of Planar Motion Segmentation for Scene Text Extraction. ICPR 2000: 1445-1449 - [c7]Sameer K. Antani, David J. Crandall, Rangachar Kasturi:
Robust Extraction of Text in Video. ICPR 2000: 1831-1834 - 1999
- [c6]Ullas Gargi, David J. Crandall, Sameer K. Antani, Tarak Gandhi, Ryan Keener, Rangachar Kasturi:
A System for Automatic Text Detection in Video. ICDAR 1999: 29-32 - [c5]Sameer K. Antani, Lalitha Agnihotri:
Gujarati Character Recognition. ICDAR 1999: 418-421 - 1998
- [c4]Ullas Gargi, Rangachar Kasturi, Sameer K. Antani:
Performance Characterization and Comparison of Video Indexing Algorithms. CVPR 1998: 559-565 - [c3]Ullas Gargi, Sameer K. Antani, Rangachar Kasturi:
VADIS: A Video Analysis, Display and Indexing System. CVPR 1998: 965 - [c2]Ullas Gargi, Sameer K. Antani, Rangachar Kasturi:
Indexing text events in digital video databases. ICPR 1998: 916-918 - [c1]Sameer K. Antani, Rangachar Kasturi, Ramesh C. Jain:
Pattern Recognition Methods in Image and Video Databases: Past, Present and Future. SSPR/SPR 1998: 31-53
Editorship
- 2023
- [e4]Zhiyun Xue, Sameer K. Antani, Ghada Zamzmi, Feng Yang, Sivaramakrishnan Rajaraman, Sharon Xiaolei Huang, Marius George Linguraru, Zhaohui Liang:
Medical Image Learning with Limited and Noisy Data - Second International Workshop, MILLanD 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. Lecture Notes in Computer Science 14307, Springer 2023, ISBN 978-3-031-47196-4 [contents] - 2022
- [e3]Ghada Zamzmi, Sameer K. Antani, Ulas Bagci, Marius George Linguraru, Sivaramakrishnan Rajaraman, Zhiyun Xue:
Medical Image Learning with Limited and Noisy Data - First International Workshop, MILLanD 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13559, Springer 2022, ISBN 978-3-031-16759-1 [contents] - 2016
- [e2]Sameer K. Antani, Bart Lamiroy:
Document Recognition and Retrieval XXIII, San Francisco, California, USA, February 14-18, 2016. Society for Imaging Science and Technology 2016 [contents] - 2012
- [e1]Paolo Soda, Francesco Tortorella, Sameer K. Antani, Mykola Pechenizkiy, Mario Cannataro, Alexey Tsymbal:
Proceedings of CBMS 2012, The 25th IEEE International Symposium on Computer-Based Medical Systems, June 20-22, 2012, Rome, Italy. IEEE Computer Society 2012, ISBN 978-1-4673-2051-1 [contents]
Reference Works
- 2018
- [r2]Sameer K. Antani:
Biomedical Image Data Types and Processing. Encyclopedia of Database Systems (2nd ed.) 2018 - 2009
- [r1]Sameer K. Antani:
Biomedical Image Data Types and Processing. Encyclopedia of Database Systems 2009: 229-232
Data and Artifacts
- 2021
- [d1]Feng Yang, Mahdieh Poostchi, Hang Yu, Zhou Zhou, Kamolrat Silamut, Jian Yu, Richard James Maude, Stefan Jaeger, Sameer K. Antani:
Malaria Thick Blood Smears. IEEE DataPort, 2021
Informal and Other Publications
- 2023
- [i22]Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani:
Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation? CoRR abs/2301.04032 (2023) - [i21]Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani:
Semantically Redundant Training Data Removal and Deep Model Classification Performance: A Study with Chest X-rays. CoRR abs/2309.09773 (2023) - [i20]Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani:
Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric Chest X-ray images. CoRR abs/2309.11318 (2023) - 2022
- [i19]Anabik Pal, Zhiyun Xue, Sameer K. Antani:
Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets. CoRR abs/2201.07013 (2022) - [i18]Harshit S. Parmar, Brian Nutter, L. Rodney Long, Sameer K. Antani, Sunanda Mitra:
Functional Parcellation of fMRI data using multistage k-means clustering. CoRR abs/2202.11206 (2022) - [i17]Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Peng Guo, Zhiyun Xue, Sameer K. Antani:
Deep ensemble learning for segmenting tuberculosis-consistent manifestations in chest radiographs. CoRR abs/2206.06065 (2022) - [i16]Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer K. Antani:
Generalizability of Deep Adult Lung Segmentation Models to the Pediatric Population: A Retrospective Study. CoRR abs/2211.02475 (2022) - 2021
- [i15]Sivaramakrishnan Rajaraman, Les R. Folio, Jane Dimperio, Philip O. Alderson, Sameer K. Antani:
Training custom modality-specific U-Net models with weak localizations for improved Tuberculosis segmentation and localization. CoRR abs/2102.10607 (2021) - [i14]Sivaramakrishnan Rajaraman, Ghada Zamzmi, Les R. Folio, Philip O. Alderson, Sameer K. Antani:
Improved TB classification using bone-suppressed chest radiographs. CoRR abs/2104.04518 (2021) - [i13]Ghada Zamzmi, Vandana Sachdev, Sameer K. Antani:
Trilateral Attention Network for Real-time Medical Image Segmentation. CoRR abs/2106.09201 (2021) - [i12]Sivaramakrishnan Rajaraman, Ghada Zamzmi, Sameer K. Antani:
Multi-loss ensemble deep learning for chest X-ray classification. CoRR abs/2109.14433 (2021) - [i11]Sivaramakrishnan Rajaraman, Prasanth Ganesan, Sameer K. Antani:
Does deep learning model calibration improve performance in class-imbalanced medical image classification? CoRR abs/2110.00918 (2021) - [i10]Sivaramakrishnan Rajaraman, Gregg Cohen, Les R. Folio, Sameer K. Antani:
A bone suppression model ensemble to improve COVID-19 detection in chest X-rays. CoRR abs/2111.03404 (2021) - [i9]Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, Keith C. Cheng, Xiaolei Huang:
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification. CoRR abs/2111.06399 (2021) - 2020
- [i8]Sivaramakrishnan Rajaraman, Jenifer Siegelman, Philip O. Alderson, Lucas S. Folio, Les R. Folio, Sameer K. Antani:
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays. CoRR abs/2004.08379 (2020) - [i7]Ghada Zamzmi, Sivaramakrishnan Rajaraman, Sameer K. Antani:
Unified Representation Learning for Efficient Medical Image Analysis. CoRR abs/2006.11223 (2020) - [i6]Sudhir Sornapudi, Ronald Joe Stanley, William V. Stoecker, L. Rodney Long, Zhiyun Xue, Rosemary Zuna, Shelliane R. Frazier, Sameer K. Antani:
Feature based Sequential Classifier with Attention Mechanism. CoRR abs/2007.11392 (2020) - [i5]Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang:
Synthetic Sample Selection via Reinforcement Learning. CoRR abs/2008.11331 (2020) - 2019
- [i4]Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang:
Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification. CoRR abs/1907.10655 (2019) - [i3]Shih-Fu Chang, Alexander G. Hauptmann, Louis-Philippe Morency, Sameer K. Antani, Dick C. A. Bulterman, Carlos Busso, Joyce Yue Chai, Julia Hirschberg, Ramesh C. Jain, Ketan Mayer-Patel, Reuven Meth, Raymond J. Mooney, Klara Nahrstedt, Shrikanth S. Narayanan, Prem Natarajan, Sharon L. Oviatt, Balakrishnan Prabhakaran, Arnold W. M. Smeulders, Hari Sundaram, Zhengyou Zhang, Michelle X. Zhou:
Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. CoRR abs/1908.02308 (2019) - [i2]Sudhir Sornapudi, Gregory T. Brown, Zhiyun Xue, L. Rodney Long, Lisa Allen, Sameer K. Antani:
Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images. CoRR abs/1910.00722 (2019) - [i1]Yuan Xue, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Xiaolei Huang:
Selective Synthetic Augmentation with Quality Assurance. CoRR abs/1912.03837 (2019)
Coauthor Index
[j69] [j67] [j66] [j57] [j51] [j44] [j37] [j36] [j31] [j28] [j24] [j19] [j18] [j17] [j15] [j14] [j13] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [j4] [j3] [c166] [c158] [c155] [c154] [c152] [c151] [c149] [c147] [c145] [c142] [c141] [c139] [c137] [c133] [c131] [c130] [c125] [c123] [c122] [c118] [c117] [c115] [c110] [c109] [c106] [c99] [c92] [c91] [c90] [c89] [c87] [c80] [c79] [c78] [c76] [c71] [c70] [c68] [c66] [c63] [c61] [c57] [c56] [c53] [c52] [c50] [c49] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c37] [c36] [c35] [c34] [c33] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c11] [c10] [c9] [i18] [i9] [i6] [i5] [i4] [i2] [i1]
Md Mahmudur Rahman
aka: Md. Mahmudur Rahman
aka: Md. Mahmudur Rahman
Sivaramakrishnan Rajaraman
aka: Sivarama Krishnan Rajaraman
aka: Sivarama Krishnan Rajaraman
[j62] [j57] [j55] [j54] [j52] [j50] [j49] [j48] [j47] [j46] [j45] [j44] [j42] [j40] [j39] [j38] [j36] [j35] [j34] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [j23] [j22] [j21] [j20] [j19] [j16] [j13] [j12] [j11] [j7] [j6] [j5] [j3] [c144] [c141] [c140] [c139] [c138] [c137] [c136] [c132] [c129] [c127] [c125] [c124] [c122] [c121] [c120] [c118] [c117] [c116] [c115] [c114] [c113] [c112] [c111] [c108] [c107] [c106] [c105] [c104] [c103] [c102] [c101] [c100] [c97] [c96] [c95] [c94] [c93] [c92] [c91] [c89] [c88] [c87] [c85] [c84] [c83] [c82] [c81] [c80] [c78] [c77] [c76] [c75] [c74] [c73] [c72] [c71] [c70] [c69] [c68] [c67] [c66] [c65] [c63] [c62] [c61] [c60] [c59] [c58] [c57] [c56] [c55] [c54] [c53] [c51] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c38] [c37] [c36] [c34] [c33] [c30] [c29] [c27] [c26] [c25] [c22] [c20] [c18] [c17] [c15] [c14] [c10] [c9]
[j76] [j75] [j73] [j69] [j67] [j66] [j54] [j51] [j50] [j42] [j33] [j32] [j29] [j19] [j7] [c177] [c176] [c175] [c174] [c172] [c171] [c169] [c168] [c167] [c166] [c164] [c163] [c162] [c155] [c152] [c151] [c147] [c142] [c141] [c140] [c139] [c138] [c137] [c129] [c122] [c120] [c117] [c115] [c113] [c109] [c106] [c102] [c92] [c87] [c76] [c68] [c61] [c56] [c49] [c45] [c42] [c40] [c36] [c35] [c34] [c29] [e4] [e3] [i22] [i21] [i20] [i19] [i17] [i16] [i9] [i6] [i5] [i4] [i2] [i1]
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