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ORCIDGeorge R. Thoma
- > Home > Persons > George R. Thoma
Publications
- 2020
[j53]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)- 2019
- [j52]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) - [c184]Sivaramakrishnan Rajaraman, Sema Candemir, George R. Thoma, Sameer K. Antani:
Visualizing and explaining deep learning predictions for pneumonia detection in pediatric chest radiographs. Computer-Aided Diagnosis 2019: 109500S - 2018
- [j51]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) - [j50]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) - [c183]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 - [c180]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 - [c179]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 - [c178]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. Computer-Aided Diagnosis 2018: 105751E - [c177]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 - [c176]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. Digital Pathology 2018: 105811F - 2017
- [j49]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) - [c174]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 - [c173]Sema Candemir, Sameer K. Antani, Zhiyun Xue, George R. Thoma:
Novel Method for Storyboarding Biomedical Videos for Medical Informatics. CBMS 2017: 127-132 - [c172]Jie Zou, Sameer K. Antani, George R. Thoma:
Localizing and Recognizing Labels for Multi-Panel Figures in Biomedical Journals. ICDAR 2017: 753-758 - [c171]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
- [j48]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) - [j47]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) - [j46]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) - [j45]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) - [j44]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) - [j43]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) - [j42]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) - [c170]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 - [c169]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 - [c167]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 - [c166]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. Computer-Aided Diagnosis 2016: 978517 - [c165]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. Image Perception, Observer Performance, and Technology Assessment 2016: 97870N - 2015
- [j41]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) - [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) - [c164]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 - [c163]KC Santosh, Sameer K. Antani, George R. Thoma:
Stitched Multipanel Biomedical Figure Separation. CBMS 2015: 54-59 - [c162]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 - [c161]KC Santosh, Szilárd Vajda, Sameer K. Antani, George R. Thoma:
Automatic Pulmonary Abnormality Screening Using Thoracic Edge Map. CBMS 2015: 360-361 - [c159]KC Santosh, Zhiyun Xue, Sameer K. Antani, George R. Thoma:
NLM at imageCLEF2015: Biomedical Multipanel Figure Separation. CLEF (Working Notes) 2015 - [c158]Szilárd Vajda, Sameer K. Antani, George R. Thoma:
National Library of Medicine (NLM) at ImageCLEF2015: Medical Clustering Task. CLEF (Working Notes) 2015 - [c157]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 - 2014
- [j37]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) - [j36]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) - [j35]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) - [j34]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) - [j33]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) - [c156]Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Biomedical image segmentation for semantic visual feature extraction. BIBM 2014: 289-292 - [c155]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 - [c154]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 - [c153]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 - [c152]Daekeun You, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
An MRF Model for Biomedical Image Segmentation. CBMS 2014: 539-540 - [c151]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 - [c150]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 - [c149]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 - [c148]KC Santosh, Laurent Wendling, Sameer K. Antani, George R. Thoma:
Scalable Arrow Detection in Biomedical Images. ICPR 2014: 3257-3262 - 2013
- [j32]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) - [j31]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) - [j30]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) - [c146]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 - [c145]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 - [c144]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 - [c141]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 - [c140]Eugene Borovikov, Szilárd Vajda, Girish Lingappa, Sameer K. Antani, George R. Thoma:
Face Matching for Post-Disaster Family Reunification. ICHI 2013: 131-140 - [c139]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 - [c137]Sridharan Kamalakannan, Benjamin Bryant, Hamed Sari-Sarraf, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Integrating shape into an interactive segmentation framework. Computer-Aided Diagnosis 2013: 867030 - [c136]Sridharan Kamalakannan, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Customized hybrid level sets for automatic lung segmentation in chest x-ray images. Image Processing 2013: 866939 - 2012
- [j29]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) - [j28]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) - [j27]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) - [c135]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 - [c134]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 - [c133]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 - [c132]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 - [c130]Stefan Jaeger, Alexandros Karargyris, Sameer K. Antani, George R. Thoma:
Detecting tuberculosis in radiographs using combined lung masks. EMBC 2012: 4978-4981 - [c129]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 - [c128]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 - [c126]Payel Ghosh, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Unsupervised segmentation of lungs from chest radiographs. Computer-Aided Diagnosis 2012: 831532 - 2011
- [j25]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) - [j24]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) - [j23]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) - [j22]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) - [c125]Payel Ghosh, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Review of medical image retrieval systems and future directions. CBMS 2011: 1-6 - [c124]Md. Mahmudur Rahman, Sameer K. Antani, George R. Thoma:
Biomedical CBIR using "bag of keypoints" in a modified inverted index. CBMS 2011: 1-6 - [c123]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Spine X-ray image retrieval using partial vertebral boundaries. CBMS 2011: 1-6 - [c122]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 - [c121]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 - [c120]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 - [c118]Alexandros Karargyris, Sameer K. Antani, George R. Thoma:
Segmenting anatomy in chest x-rays for tuberculosis screening. EMBC 2011: 7779-7782 - [c117]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 - [c116]Payel Ghosh, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Unsupervised Grow-Cut: Cellular Automata-Based Medical Image Segmentation. HISB 2011: 40-47 - [c115]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 - [c114]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Pathology-based vertebral image retrieval. ISBI 2011: 1893-1896 - [c113]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 - [c112]Lei He, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Distribution fitting-based pixel labeling for histology image segmentation. Computer-Aided Diagnosis 2011: 79633D - [c111]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
- [j21]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) - [j19]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) - [c110]Haiying Guan, Sameer K. Antani, L. Rodney Long, George R. Thoma:
Comparative study of shape retrieval using feature fusion approaches. CBMS 2010: 226-231 - [c109]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 - [c108]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, George R. Thoma:
Automatic extraction of mosaic patterns in uterine cervix images. CBMS 2010: 273-278 - [c107]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 - [c106]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 - [c102]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 - [c100]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 - [c98]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, George R. Thoma:
An online segmentation tool for cervicographic image analysis. IHI 2010: 425-429 - [c97]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 - [c96]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
- [j18]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) - [j17]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) - [j16]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) - [j15]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) - [c95]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 - [c93]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 - [c92]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 - [c91]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 - [c90]Daekeun You, Emilia Apostolova, Sameer K. Antani, Dina Demner-Fushman, George R. Thoma:
Figure content analysis for improved biomedical article retrieval. DRR 2009: 72470V - [c87]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 - [c86]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 - [c85]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 - [c84]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 - [c83]Zhiyun Xue, L. Rodney Long, Sameer K. Antani, Jose Jeronimo, George R. Thoma:
Segmentation of mosaicism in cervicographic images using support vector machines. Image Processing 2009: 72594X - 2008
- [j14]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) - [j13]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) - [c80]Sameer K. Antani, L. Rodney Long, George R. Thoma:
Bridging the Gap: Enabling CBIR in Medical Applications. CBMS 2008: 4-6 - [c79]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 - [c77]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 - [c74]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 - [c73]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 - 2007
- [c72]Zhiyun Xue, Sameer K. Antani, L. Rodney Long, Jose Jeronimo, George R. Thoma:
Investigating CBIR Techniques for Cervicographic Images. AMIA 2007 - [c71]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 - [c65]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 - [c64]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. Image Processing 2007: 65124I - 2006
- [c60]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 - [c59]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 - [c56]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 - 2005
- [c51]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
- [j10]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) - [c49]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 - [c48]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- - [c44]Sameer K. Antani, L. Rodney Long, George R. Thoma:
Content-Based Image Retrieval for Large Biomedical Image Archives. MedInfo 2004: 829-833 - [c42]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
- [c41]L. Rodney Long, Sameer K. Antani, George R. Thoma:
A Prototype Content-Based Image Retrieval System for Spine X-Rays. CBMS 2003: 156-162 - [c38]Sameer K. Antani, L. Rodney Long, George R. Thoma, Ronald Joe Stanley:
Vertebra shape classification using MLP for content-based image retrieval. IJCNN 2003: 160-165 - [c37]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
- [c33]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
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