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Pingkun Yan
Person information

- affiliation: Rensselaer Polytechnic Institute, Department of Biomedical Engineering, Troy, NY, USA
- affiliation (former): Philips Research North America, Bethesda, MD, USA
- affiliation (2005 - 2007): University of Central Florida, Orlando, USA
- affiliation (PhD 2006): National University of Singapore, Singapore
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2020 – today
- 2023
- [j78]Hengtao Guo
, Hanqing Chao, Sheng Xu, Bradford J. Wood, Jing Wang
, Pingkun Yan
:
Ultrasound Volume Reconstruction From Freehand Scans Without Tracking. IEEE Trans. Biomed. Eng. 70(3): 970-979 (2023) - [j77]Jiajin Zhang
, Hanqing Chao
, Pingkun Yan
:
Toward Adversarial Robustness in Unlabeled Target Domains. IEEE Trans. Image Process. 32: 1272-1284 (2023) - 2022
- [j76]Nathan Lampen
, Daeseung Kim
, Xi Fang, Xuanang Xu
, Tianshu Kuang, Hannah H. Deng, Joshua C. Barber, Jaime Gateno, James J. Xia, Pingkun Yan:
Deep learning for biomechanical modeling of facial tissue deformation in orthognathic surgical planning. Int. J. Comput. Assist. Radiol. Surg. 17(5): 945-952 (2022) - [j75]Qikui Zhu
, Yanqing Wang, Bo Du, Pingkun Yan:
OASIS: One-pass aligned atlas set for medical image segmentation. Neurocomputing 470: 130-138 (2022) - [j74]Xuanang Xu
, Thomas Sanford, Baris Turkbey, Sheng Xu, Bradford J. Wood
, Pingkun Yan
:
Polar transform network for prostate ultrasound segmentation with uncertainty estimation. Medical Image Anal. 78: 102418 (2022) - [j73]Xinrui Song
, Hanqing Chao, Xuanang Xu
, Hengtao Guo
, Sheng Xu, Baris Turkbey, Bradford J. Wood, Thomas Sanford, Ge Wang, Pingkun Yan
:
Cross-modal attention for multi-modal image registration. Medical Image Anal. 82: 102612 (2022) - [j72]Weiwen Wu, Dianlin Hu, Wenxiang Cong, Hongming Shan, Shaoyu Wang, Chuang Niu, Pingkun Yan, Hengyong Yu
, Varut Vardhanabhuti, Ge Wang:
Stabilizing deep tomographic reconstruction: Part A. Hybrid framework and experimental results. Patterns 3(5): 100474 (2022) - [j71]Weiwen Wu, Dianlin Hu, Wenxiang Cong, Hongming Shan, Shaoyu Wang, Chuang Niu, Pingkun Yan, Hengyong Yu, Varut Vardhanabhuti, Ge Wang:
Stabilizing deep tomographic reconstruction: Part B. Convergence analysis and adversarial attacks. Patterns 3(5): 100475 (2022) - [j70]Feng-Lei Fan
, Dayang Wang
, Hengtao Guo
, Qikui Zhu, Pingkun Yan
, Ge Wang
, Hengyong Yu
:
On a Sparse Shortcut Topology of Artificial Neural Networks. IEEE Trans. Artif. Intell. 3(4): 595-608 (2022) - [j69]Xuanang Xu
, Thomas Sanford, Baris Turkbey, Sheng Xu, Bradford J. Wood
, Pingkun Yan
:
Shadow-Consistent Semi-Supervised Learning for Prostate Ultrasound Segmentation. IEEE Trans. Medical Imaging 41(6): 1331-1345 (2022) - [c69]Diego Machado Reyes, Mansu Kim, Hanqing Chao, Li Shen, Pingkun Yan:
Connectome transformer with anatomically inspired attention for Parkinson's diagnosis. BCB 2022: 35:1-35:4 - [c68]Diego Machado Reyes
, Mansu Kim
, Hanqing Chao
, Juergen Hahn
, Li Shen
, Pingkun Yan
:
Genomics transformer for diagnosing Parkinson's disease. BHI 2022: 1-4 - [c67]Hanqing Chao, Jiajin Zhang, Pingkun Yan:
Regression Metric Loss: Learning a Semantic Representation Space for Medical Images. MICCAI (8) 2022: 427-436 - [c66]Jiajin Zhang, Hanqing Chao, Giridhar Dasegowda, Ge Wang, Mannudeep K. Kalra, Pingkun Yan:
Overlooked Trustworthiness of Saliency Maps. MICCAI (3) 2022: 451-461 - [c65]Xi Fang, Daeseung Kim
, Xuanang Xu
, Tianshu Kuang, Hannah H. Deng, Joshua C. Barber, Nathan Lampen, Jaime Gateno, Michael A. K. Liebschner, James J. Xia, Pingkun Yan:
Deep Learning-Based Facial Appearance Simulation Driven by Surgically Planned Craniomaxillofacial Bony Movement. MICCAI (8) 2022: 565-574 - [c64]Xinrui Song, Hanqing Chao, Sheng Xu, Baris Turkbey, Bradford J. Wood, Ge Wang, Pingkun Yan:
Transformed Grid Distance Loss for Supervised Image Registration. WBIR 2022: 177-181 - [i34]Chuang Niu, Giridhar Dasegowda, Pingkun Yan, Mannudeep K. Kalra, Ge Wang:
X-ray Dissectography Improves Lung Nodule Detection. CoRR abs/2203.13118 (2022) - [i33]Xuanang Xu, Tianyi Chen, Han Deng, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, Pingkun Yan, James J. Xia:
Federated Cross Learning for Medical Image Segmentation. CoRR abs/2204.02450 (2022) - [i32]Xuanang Xu
, Pingkun Yan:
Federated Multi-organ Segmentation with Partially Labeled Data. CoRR abs/2206.07156 (2022) - [i31]Hanqing Chao, Jiajin Zhang, Pingkun Yan:
Regression Metric Loss: Learning a Semantic Representation Space for Medical Images. CoRR abs/2207.05231 (2022) - [i30]Xi Fang, Daeseung Kim, Xuanang Xu
, Tianshu Kuang, Hannah H. Deng, Joshua C. Barber, Nathan Lampen, Jaime Gateno, Michael A. K. Liebschner, James J. Xia, Pingkun Yan:
Deep Learning-based Facial Appearance Simulation Driven by Surgically Planned Craniomaxillofacial Bony Movement. CoRR abs/2210.01685 (2022) - [i29]Xinrui Song, Xuanang Xu
, Sheng Xu, Baris Turkbey, Bradford J. Wood, Thomas Sanford, Pingkun Yan:
Distance Map Supervised Landmark Localization for MR-TRUS Registration. CoRR abs/2210.05738 (2022) - [i28]Jiajin Zhang, Hanqing Chao, Amit Dhurandhar, Pin-Yu Chen, Ali Tajer, Yangyang Xu, Pingkun Yan:
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective. CoRR abs/2212.00850 (2022) - 2021
- [j68]Xi Fang
, Uwe Kruger, Fatemeh Homayounieh, Hanqing Chao, Jiajin Zhang, Subba R. Digumarthy, Chiara Daniela Arru, Mannudeep K. Kalra, Pingkun Yan:
Association of AI quantified COVID-19 chest CT and patient outcome. Int. J. Comput. Assist. Radiol. Surg. 16(3): 435-445 (2021) - [j67]Hanqing Chao, Xi Fang
, Jiajin Zhang, Fatemeh Homayounieh, Chiara Daniela Arru
, Subba R. Digumarthy, Rosa Babaei, Hadi Karimi Mobin
, Iman Mohseni, Luca Saba
, Alessandro Carriero, Zeno Falaschi
, Alessio Pasche, Ge Wang, Mannudeep K. Kalra
, Pingkun Yan
:
Integrative analysis for COVID-19 patient outcome prediction. Medical Image Anal. 67: 101844 (2021) - [j66]Yuanyuan Gao
, Pingkun Yan
, Uwe Kruger
, Lora Cavuoto
, Steven D. Schwaitzberg, Suvranu De, Xavier Intes
:
Functional Brain Imaging Reliably Predicts Bimanual Motor Skill Performance in a Standardized Surgical Task. IEEE Trans. Biomed. Eng. 68(7): 2058-2066 (2021) - [j65]Bo Du
, Jiandong Liao
, Baris Turkbey, Pingkun Yan
:
Multi-Task Learning for Registering Images With Large Deformation. IEEE J. Biomed. Health Informatics 25(5): 1624-1633 (2021) - [c63]Nathan Lampen
, Haoyun Su, Deva D. Chan, Pingkun Yan:
T2 Mapping Refined Finite Element Modeling to Predict Knee Osteoarthritis Progression. EMBC 2021: 4592-4595 - [c62]Hengtao Guo
, Sheng Xu, Bradford J. Wood
, Pingkun Yan:
Transducer Adaptive Ultrasound Volume Reconstruction. ISBI 2021: 511-515 - [c61]Hengtao Guo
, Xuanang Xu
, Sheng Xu, Bradford J. Wood
, Pingkun Yan:
End-to-end Ultrasound Frame to Volume Registration. MICCAI (4) 2021: 56-65 - [c60]Xinrui Song
, Hengtao Guo
, Xuanang Xu
, Hanqing Chao, Sheng Xu, Baris Turkbey, Bradford J. Wood
, Ge Wang, Pingkun Yan:
Cross-Modal Attention for MRI and Ultrasound Volume Registration. MICCAI (4) 2021: 66-75 - [c59]Jiajin Zhang, Hanqing Chao, Xuanang Xu
, Chuang Niu, Ge Wang, Pingkun Yan:
Task-Oriented Low-Dose CT Image Denoising. MICCAI (6) 2021: 441-450 - [c58]Diego Machado Reyes
, Hanqing Chao
, Fatemeh Homayounieh
, Juergen Hahn
, Mannudeep K. Kalra
, Pingkun Yan
:
Cardiovascular Disease Risk Improves COVID-19 Patient Outcome Prediction. MLMI@MICCAI 2021: 467-476 - [c57]Nkechinyere N. Agu, Joy T. Wu, Hanqing Chao, Ismini Lourentzou, Arjun Sharma, Mehdi Moradi, Pingkun Yan, James A. Hendler:
AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-Ray. MICCAI (5) 2021: 804-813 - [e8]Chunfeng Lian, Xiaohuan Cao, Islem Rekik, Xuanang Xu, Pingkun Yan:
Machine Learning in Medical Imaging - 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings. Lecture Notes in Computer Science 12966, Springer 2021, ISBN 978-3-030-87588-6 [contents] - [i27]Chuang Niu, Ge Wang, Pingkun Yan, Juergen Hahn, Youfang Lai, Xun Jia, Arjun Krishna, Klaus Mueller, Andreu Badal, Kyle J. Myers, Rongping Zeng:
Noise Entangled GAN For Low-Dose CT Simulation. CoRR abs/2102.09615 (2021) - [i26]Erim Yanik, Xavier Intes, Uwe Kruger, Pingkun Yan, David Miller, Brian Van Voorst, Basiel Makled, Jack Norfleet, Suvranu De:
Deep Neural Networks for the Assessment of Surgical Skills: A Systematic Review. CoRR abs/2103.05113 (2021) - [i25]Jiajin Zhang, Hanqing Chao, Xuanang Xu, Chuang Niu, Ge Wang, Pingkun Yan:
Task-Oriented Low-Dose CT Image Denoising. CoRR abs/2103.13557 (2021) - [i24]Nkechinyere N. Agu, Joy T. Wu, Hanqing Chao, Ismini Lourentzou, Arjun Sharma, Mehdi Moradi, Pingkun Yan, James A. Hendler:
AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray. CoRR abs/2105.09937 (2021) - [i23]Xinrui Song, Hengtao Guo, Xuanang Xu, Hanqing Chao, Sheng Xu, Baris Turkbey, Bradford J. Wood, Ge Wang, Pingkun Yan:
Cross-modal Attention for MRI and Ultrasound Volume Registration. CoRR abs/2107.04548 (2021) - [i22]Hengtao Guo, Xuanang Xu, Sheng Xu, Bradford J. Wood, Pingkun Yan:
End-to-end Ultrasound Frame to Volume Registration. CoRR abs/2107.06449 (2021) - 2020
- [j64]Xi Fang
, Sheng Xu, Bradford J. Wood
, Pingkun Yan:
Deep learning-based liver segmentation for fusion-guided intervention. Int. J. Comput. Assist. Radiol. Surg. 15(6): 963-972 (2020) - [j63]Hengtao Guo
, Melanie Krüger, Sheng Xu, Bradford J. Wood
, Pingkun Yan:
Deep adaptive registration of multi-modal prostate images. Comput. Medical Imaging Graph. 84: 101769 (2020) - [j62]Hongming Shan
, Xun Jia
, Pingkun Yan
, Yunyao Li, Harald Paganetti
, Ge Wang
:
Synergizing medical imaging and radiotherapy with deep learning. Mach. Learn. Sci. Technol. 1(2): 21001 (2020) - [j61]Grant Haskins, Uwe Kruger, Pingkun Yan
:
Deep learning in medical image registration: a survey. Mach. Vis. Appl. 31(1-2): 8 (2020) - [j60]Hengtao Guo
, Uwe Kruger
, Ge Wang
, Mannudeep K. Kalra, Pingkun Yan
:
Knowledge-Based Analysis for Mortality Prediction From CT Images. IEEE J. Biomed. Health Informatics 24(2): 457-464 (2020) - [j59]Qikui Zhu, Bo Du
, Pingkun Yan
:
Boundary-Weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation. IEEE Trans. Medical Imaging 39(3): 753-763 (2020) - [j58]Xi Fang
, Pingkun Yan
:
Multi-Organ Segmentation Over Partially Labeled Datasets With Multi-Scale Feature Abstraction. IEEE Trans. Medical Imaging 39(11): 3619-3629 (2020) - [c56]Danbing Zou, Qikui Zhu, Pingkun Yan:
Unsupervised Domain Adaptation with Dual-Scheme Fusion Network for Medical Image Segmentation. IJCAI 2020: 3291-3298 - [c55]Xi Fang, Thomas Sanford, Baris Turkbey, Sheng Xu, Bradford J. Wood
, Pingkun Yan:
Division and Fusion: Rethink Convolutional Kernels for 3D Medical Image Segmentation. MLMI@MICCAI 2020: 160-169 - [c54]Hengtao Guo
, Sheng Xu, Bradford J. Wood
, Pingkun Yan:
Sensorless Freehand 3D Ultrasound Reconstruction via Deep Contextual Learning. MICCAI (3) 2020: 463-472 - [c53]Xi Fang, Bo Du, Sheng Xu, Bradford J. Wood
, Pingkun Yan:
Unified multi-scale feature abstraction for medical image segmentation. Medical Imaging: Image Processing 2020: 1131319 - [e7]Mingxia Liu, Pingkun Yan, Chunfeng Lian, Xiaohuan Cao:
Machine Learning in Medical Imaging - 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings. Lecture Notes in Computer Science 12436, Springer 2020, ISBN 978-3-030-59860-0 [contents] - [i21]Xi Fang, Pingkun Yan:
Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction. CoRR abs/2001.00208 (2020) - [i20]Qikui Zhu, Bo Du, Pingkun Yan:
Self-supervised Training of Graph Convolutional Networks. CoRR abs/2006.02380 (2020) - [i19]Hengtao Guo, Sheng Xu, Bradford J. Wood, Pingkun Yan:
Sensorless Freehand 3D Ultrasound Reconstruction via Deep Contextual Learning. CoRR abs/2006.07694 (2020) - [i18]Hanqing Chao, Xi Fang, Jiajin Zhang, Fatemeh Homayounieh, Chiara Daniela Arru, Subba R. Digumarthy, Rosa Babaei, Hadi Karimi Mobin, Iman Mohseni, Luca Saba, Alessandro Carriero, Zeno Falaschi, Alessio Pasche
, Ge Wang, Mannudeep K. Kalra, Pingkun Yan:
Integrative Analysis for COVID-19 Patient Outcome Prediction. CoRR abs/2007.10416 (2020) - [i17]Weiwen Wu, Dianlin Hu, Hengyong Yu, Hongming Shan, Shaoyu Wang, Wenxiang Cong, Chuang Niu, Pingkun Yan, Vince Vardhanabhuti, Ge Wang:
Stabilizing Deep Tomographic Reconstruction Networks. CoRR abs/2008.01846 (2020) - [i16]Hanqing Chao, Hongming Shan, Fatemeh Homayounieh, Ramandeep Singh, Ruhani Doda Khera, Hengtao Guo, Timothy Su, Ge Wang, Mannudeep K. Kalra, Pingkun Yan:
Deep Learning Predicts Cardiovascular Disease Risks from Lung Cancer Screening Low Dose Computed Tomography. CoRR abs/2008.06997 (2020) - [i15]Hengtao Guo, Sheng Xu, Bradford J. Wood, Pingkun Yan:
Transducer Adaptive Ultrasound Volume Reconstruction. CoRR abs/2011.08419 (2020) - [i14]Jiajin Zhang, Hanqing Chao, Pingkun Yan:
Robustified Domain Adaptation. CoRR abs/2011.09563 (2020)
2010 – 2019
- 2019
- [j57]Grant Haskins, Jochen Kruecker, Uwe Kruger, Sheng Xu, Peter A. Pinto, Bradford J. Wood
, Pingkun Yan
:
Learning deep similarity metric for 3D MR-TRUS image registration. Int. J. Comput. Assist. Radiol. Surg. 14(3): 417-425 (2019) - [j56]Alireza Sedghi
, Mehran Pesteie, Golara Javadi, Shekoofeh Azizi
, Pingkun Yan
, Jin Tae Kwak
, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Robert Rohling, Purang Abolmaesumi, Parvin Mousavi:
Deep neural maps for unsupervised visualization of high-grade cancer in prostate biopsies. Int. J. Comput. Assist. Radiol. Surg. 14(6): 1009-1016 (2019) - [j55]Jun Shi
, Zheng Li, Shihui Ying
, Chaofeng Wang, Qingping Liu, Qi Zhang, Pingkun Yan
:
MR Image Super-Resolution via Wide Residual Networks With Fixed Skip Connection. IEEE J. Biomed. Health Informatics 23(3): 1129-1140 (2019) - [c52]Pingkun Yan, Hengtao Guo
, Ge Wang
, Ruben De Man
, Mannudeep K. Kalra:
Hybrid Neural Networks for Mortality Prediction from LDCT Images. EMBC 2019: 6243-6246 - [c51]Jia Shao, Bo Du, Chen Wu
, Pingkun Yan
:
PASiam: Predicting Attention Inspired Siamese Network, for Space-Borne Satellite Video Tracking. ICME 2019: 1504-1509 - [c50]Xueying Chen, Rong Zhang, Pingkun Yan:
Feature Fusion Encoder Decoder Network for Automatic Liver Lesion Segmentation. ISBI 2019: 430-433 - [c49]Zhiguo Zhou, Genggeng Qin
, Pingkun Yan
, Hongxia Hao, Steve B. Jiang, Jing Wang:
A shell and kernel descriptor based joint deep learning model for predicting breast lesion malignancy. Medical Imaging: Computer-Aided Diagnosis 2019: 109502S - [c48]Yuxuan Xiong, Bo Du, Pingkun Yan:
Reinforced Transformer for Medical Image Captioning. MLMI@MICCAI 2019: 673-680 - [p2]Qingsong Yang, Pingkun Yan, Yanbo Zhang, Hengyong Yu
, Yongyi Shi, Xuanqin Mou, Mannudeep K. Kalra, Yi Zhang
, Ling Sun, Ge Wang
:
Generative Low-Dose CT Image Denoising. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019: 277-297 - [e6]Heung-Il Suk, Mingxia Liu, Pingkun Yan, Chunfeng Lian:
Machine Learning in Medical Imaging - 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings. Lecture Notes in Computer Science 11861, Springer 2019, ISBN 978-3-030-32691-3 [contents] - [i13]Hengtao Guo, Uwe Kruger, Ge Wang, Mannudeep K. Kalra, Pingkun Yan:
Knowledge-based Analysis for Mortality Prediction from CT Images. CoRR abs/1902.07687 (2019) - [i12]Qikui Zhu, Bo Du, Pingkun Yan:
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation. CoRR abs/1902.08128 (2019) - [i11]Grant Haskins, Uwe Kruger, Pingkun Yan:
Deep Learning in Medical Image Registration: A Survey. CoRR abs/1903.02026 (2019) - [i10]Xueying Chen, Rong Zhang, Pingkun Yan:
Feature Fusion Encoder Decoder Network For Automatic Liver Lesion Segmentation. CoRR abs/1903.11834 (2019) - [i9]Xi Fang, Bo Du, Sheng Xu, Bradford J. Wood, Pingkun Yan:
Unified Multi-scale Feature Abstraction for Medical Image Segmentation. CoRR abs/1910.11456 (2019) - [i8]Qikui Zhu, Bo Du, Pingkun Yan:
Multi-hop Convolutions on Weighted Graphs. CoRR abs/1911.04978 (2019) - [i7]Qikui Zhu, Bo Du, Pingkun Yan:
OASIS: One-pass aligned Atlas Set for Image Segmentation. CoRR abs/1912.02417 (2019) - 2018
- [j54]Shekoofeh Azizi
, Nathan Van Woudenberg, Samira Sojoudi, Ming Li, Sheng Xu, Emran Mohammad Abu Anas, Pingkun Yan
, Amir M. Tahmasebi, Jin Tae Kwak
, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Parvin Mousavi
, Purang Abolmaesumi:
Toward a real-time system for temporal enhanced ultrasound-guided prostate biopsy. Int. J. Comput. Assist. Radiol. Surg. 13(8): 1201-1209 (2018) - [j53]Qikui Zhu, Bo Du
, Baris Turkbey, Peter L. Choyke, Pingkun Yan
:
Exploiting Interslice Correlation for MRI Prostate Image Segmentation, from Recursive Neural Networks Aspect. Complex. 2018: 4185279:1-4185279:10 (2018) - [j52]Qikui Zhu, Bo Du
, Pingkun Yan
, Hongbing Lu, Liangpei Zhang:
Shape prior constrained PSO model for bladder wall MRI segmentation. Neurocomputing 294: 19-28 (2018) - [j51]Xianbin Cao, Xiaolong Jiang, Xiaomei Li, Pingkun Yan
:
Correlation-Based Tracking of Multiple Targets With Hierarchical Layered Structure. IEEE Trans. Cybern. 48(1): 90-102 (2018) - [j50]Qingsong Yang, Pingkun Yan
, Yanbo Zhang
, Hengyong Yu
, Yongyi Shi, Xuanqin Mou
, Mannudeep K. Kalra, Yi Zhang
, Ling Sun, Ge Wang
:
Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss. IEEE Trans. Medical Imaging 37(6): 1348-1357 (2018) - [j49]Shekoofeh Azizi
, Sharareh Bayat
, Pingkun Yan
, Amir Tahmasebi, Jin Tae Kwak
, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Parvin Mousavi
, Purang Abolmaesumi
:
Deep Recurrent Neural Networks for Prostate Cancer Detection: Analysis of Temporal Enhanced Ultrasound. IEEE Trans. Medical Imaging 37(12): 2695-2703 (2018) - [c47]Qikui Zhu, Bo Du, Jia Wu
, Pingkun Yan:
A Deep Learning Health Data Analysis Approach: Automatic 3D Prostate MR Segmentation with Densely-Connected Volumetric ConvNets. IJCNN 2018: 1-6 - [c46]Ruoyang Yao, Marien Ochoa, Xavier Intes, Pingkun Yan
:
Deep compressive macroscopic fluorescence lifetime imaging. ISBI 2018: 908-911 - [c45]Shekoofeh Azizi
, Pingkun Yan
, Amir M. Tahmasebi, Peter A. Pinto, Bradford J. Wood
, Jin Tae Kwak, Sheng Xu, Baris Turkbey, Peter L. Choyke, Parvin Mousavi
, Purang Abolmaesumi:
Learning from Noisy Label Statistics: Detecting High Grade Prostate Cancer in Ultrasound Guided Biopsy. MICCAI (4) 2018: 21-29 - [c44]Pingkun Yan
, Sheng Xu, Ardeshir R. Rastinehad, Bradford J. Wood
:
Adversarial Image Registration with Application for MR and TRUS Image Fusion. MLMI@MICCAI 2018: 197-204 - [i6]Pingkun Yan, Sheng Xu, Ardeshir R. Rastinehad, Bradford J. Wood:
Adversarial Image Registration with Application for MR and TRUS Image Fusion. CoRR abs/1804.11024 (2018) - [i5]Grant Haskins, Jochen Kruecker, Uwe Kruger, Sheng Xu, Peter A. Pinto, Bradford J. Wood, Pingkun Yan:
Learning Deep Similarity Metric for 3D MR-TRUS Registration. CoRR abs/1806.04548 (2018) - [i4]Pingkun Yan, Hengtao Guo, Ge Wang
, Ruben De Man, Mannudeep K. Kalra:
Hybrid deep neural networks for all-cause Mortality Prediction from LDCT Images. CoRR abs/1810.08503 (2018) - 2017
- [j48]Shekoofeh Azizi
, Parvin Mousavi, Pingkun Yan
, Amir M. Tahmasebi, Jin Tae Kwak
, Sheng Xu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Purang Abolmaesumi:
Transfer learning from RF to B-mode temporal enhanced ultrasound features for prostate cancer detection. Int. J. Comput. Assist. Radiol. Surg. 12(7): 1111-1121 (2017) - [j47]Shekoofeh Azizi
, Sharareh Bayat, Pingkun Yan
, Amir M. Tahmasebi, Guy Nir, Jin Tae Kwak
, Sheng Xu, Storey Wilson, Kenneth A. Iczkowski, M. Scott Lucia, Larry Goldenberg, Septimiu E. Salcudean
, Peter A. Pinto, Bradford J. Wood
, Purang Abolmaesumi, Parvin Mousavi
:
Detection and grading of prostate cancer using temporal enhanced ultrasound: combining deep neural networks and tissue mimicking simulations. Int. J. Comput. Assist. Radiol. Surg. 12(8): 1293-1305 (2017) - [c43]Qikui Zhu, Bo Du, Baris Turkbey, Peter L. Choyke, Pingkun Yan
:
Deeply-supervised CNN for prostate segmentation. IJCNN 2017: 178-184 - [i3]Qingsong Yang, Pingkun Yan, Mannudeep K. Kalra, Ge Wang
:
CT Image Denoising with Perceptive Deep Neural Networks. CoRR abs/1702.07019 (2017) - [i2]Qikui Zhu, Bo Du, Baris Turkbey, Peter L. Choyke, Pingkun Yan:
Deeply-Supervised CNN for Prostate Segmentation. CoRR abs/1703.07523 (2017) - [i1]Qingsong Yang, Pingkun Yan, Yanbo Zhang, Hengyong Yu, Yongyi Shi, Xuanqin Mou, Mannudeep K. Kalra, Ge Wang:
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss. CoRR abs/1708.00961 (2017) - 2016
- [c42]Shekoofeh Azizi
, Farhad Imani, Jin Tae Kwak
, Amir M. Tahmasebi, Sheng Xu, Pingkun Yan, Jochen Kruecker, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Bradford J. Wood
, Parvin Mousavi
, Purang Abolmaesumi:
Classifying Cancer Grades Using Temporal Ultrasound for Transrectal Prostate Biopsy. MICCAI (1) 2016: 653-661 - 2015
- [j46]Dinggang Shen, Guorong Wu, Daoqiang Zhang, Kenji Suzuki
, Fei Wang, Pingkun Yan
:
Machine learning in medical imaging. Comput. Medical Imaging Graph. 41: 1-2 (2015) - [j45]Xianjing Qin, Yan Tian, Pingkun Yan
:
Feature competition and partial sparse shape modeling for cardiac image sequences segmentation. Neurocomputing 149: 904-913 (2015) - [j44]Xianjing Qin, Hongbing Lu, Yan Tian, Pingkun Yan
:
Partial sparse shape constrained sector-driven bladder wall segmentation. Mach. Vis. Appl. 26(5): 593-606 (2015) - [j43]Pingkun Yan
, Yihui Cao, Yuan Yuan, Baris Turkbey, Peter L. Choyke:
Label Image Constrained Multiatlas Selection. IEEE Trans. Cybern. 45(6): 1158-1168 (2015) - [c41]Ehsan Dehghan, Kongkuo Lu, Pingkun Yan
, Amir M. Tahmasebi, Sheng Xu, Bradford J. Wood
, Nadine Abi-Jaoudeh, Aradhana Venkatesan, Jochen Kruecker:
Surface-based registration of liver in ultrasound and CT. Medical Imaging: Image-Guided Procedures 2015: 941522 - 2014
- [j42]Xianbin Cao, Changcheng Gao, Jinhe Lan, Yuan Yuan, Pingkun Yan
:
Ego motion guided particle filter for vehicle tracking in airborne videos. Neurocomputing 124: 168-177 (2014) - [j41]Jun Zhang, Qunyu Xu, Xianbin Cao, Pingkun Yan
, Xuelong Li
:
Hierarchical incorporation of shape and shape dynamics for flying bird detection. Neurocomputing 131: 179-190 (2014) - [j40]Fei Zuo, Jungong Han, Pingkun Yan
, Hans C. van Assen
, Kenji Suzuki
:
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