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2020 – today
- 2024
[j14]Anas Zafar
, Danyal Aftab, Rizwan Qureshi, Xinqi Fan, Pingjun Chen, Jia Wu, Hazrat Ali, Shah Nawaz, Sheheryar Khan, Mubarak Shah:
Single Stage Adaptive Multi-Attention Network for Image Restoration. IEEE Trans. Image Process. 33: 2924-2935 (2024)- [c10]Tanishq Gautam, Karina P. Gonzalez, Maria E. Salvatierra, Alejandra Serrano, Pingjun Chen, Xiaoxi Pan, Yasin Shokrollahi, Sara Ranjbar, Leticia Rodriguez, Luisa Solis-Soto, Yinyin Yuan, Simon P. Castillo:
Immune-Guided AI for Reproducible Regions of Interest Selection in Multiplex Immunofluorescence Pathology Imaging. MICCAI (4) 2024: 222-231 - 2022
- [c9]Kinza Rohail, Saba Bashir, Hazrat Ali, Tanvir Alam, Sheheryar Khan, Jia Wu, Pingjun Chen, Rizwan Qureshi:
Understanding Tumor Micro Environment Using Graph Theory. ACCV (Workshops) 2022: 90-101 - [c8]Pingjun Chen, Maliazurina B. Saad, Frank R. Rojas, Morteza Salehjahromi, Muhammad Aminu, Rukhmini Bandyopadhyay, Lingzhi Hong, Kingsley Ebare, Carmen Behrens, Don L. Gibbons, Neda Kalhor, John V. Heymach, Ignacio I. Wistuba, Luisa M. Solis Soto, Jianjun Zhang, Jia Wu:
Cellular Architecture on Whole Slide Images Allows the Prediction of Survival in Lung Adenocarcinoma. CMMCA@MICCAI 2022: 1-10 - [c7]Rukhmini Bandyopadhyay, Pingjun Chen, Siba El Hussein, Frank R. Rojas, Kingsley Ebare, Ignacio I. Wistuba, Luisa M. Solis Soto, L. Jeffrey Medeiros, Jianjun Zhang, Joseph D. Khoury, Jia Wu:
Is More Always Better? Effects of Patch Sampling in Distinguishing Chronic Lymphocytic Leukemia from Transformation to Diffuse Large B-Cell Lymphoma. CMMCA@MICCAI 2022: 11-20 - 2021
- [j13]Pingjun Chen, Yun Liang, Xiaoshuang Shi, Lin Yang, Paul D. Gader:
Automatic whole slide pathology image diagnosis framework via unit stochastic selection and attention fusion. Neurocomputing 453: 312-325 (2021) - [j12]Zizhao Zhang, Pingjun Chen, Xiaoshuang Shi, Lin Yang:
Text-Guided Neural Network Training for Image Recognition in Natural Scenes and Medicine. IEEE Trans. Pattern Anal. Mach. Intell. 43(5): 1733-1745 (2021) - [j11]Pingjun Chen, Muhammad Aminu, Siba El Hussein, Joseph D. Khoury, Jia Wu:
CellSpatialGraph: Integrate hierarchical phenotyping and graph modeling to characterize spatial architecture in tumor microenvironment on digital pathology. Softw. Impacts 10: 100156 (2021) - [j10]Xiaoshuang Shi, Fuyong Xing, Kaidi Xu, Pingjun Chen, Yun Liang, Zhiyong Lu, Zhenhua Guo:
Loss-Based Attention for Interpreting Image-Level Prediction of Convolutional Neural Networks. IEEE Trans. Image Process. 30: 1662-1675 (2021) - [c6]Pingjun Chen, Muhammad Aminu, Siba El Hussein, Joseph D. Khoury, Jia Wu:
Hierarchical Phenotyping and Graph Modeling of Spatial Architecture in Lymphoid Neoplasms. MICCAI (8) 2021: 164-174 - [i4]Pingjun Chen, Muhammad Aminu, Siba El Hussein, Joseph D. Khoury, Jia Wu:
Hierarchical Phenotyping and Graph Modeling of Spatial Architecture in Lymphoid Neoplasms. CoRR abs/2106.16174 (2021) - 2020
- [j9]Yuan Li, Pingjun Chen, Zhiyuan Li, Hai Su, Lin Yang, Dingrong Zhong:
Rule-based automatic diagnosis of thyroid nodules from intraoperative frozen sections using deep learning. Artif. Intell. Medicine 108: 101918 (2020) - [j8]Pingjun Chen, Xiaoshuang Shi, Yun Liang, Yuan Li, Lin Yang, Paul D. Gader:
Interactive thyroid whole slide image diagnostic system using deep representation. Comput. Methods Programs Biomed. 195: 105630 (2020) - [c5]Pingjun Chen, Jinzheng Cai, Lin Yang:
Chromosome Segmentation via Data Simulation and Shape Learning. EMBC 2020: 1637-1640 - [c4]Pingjun Chen, Xiao Chen, Eric Z. Chen, Hanchao Yu, Terrence Chen, Shanhui Sun:
Anatomy-Aware Cardiac Motion Estimation. MLMI@MICCAI 2020: 150-159 - [i3]Pingjun Chen, Xiao Chen, Eric Z. Chen, Hanchao Yu, Terrence Chen, Shanhui Sun:
Anatomy-Aware Cardiac Motion Estimation. CoRR abs/2008.07579 (2020)
2010 – 2019
- 2019
- [j7]Fuyong Xing, Yuanpu Xie, Xiaoshuang Shi, Pingjun Chen, Zizhao Zhang, Lin Yang:
Towards pixel-to-pixel deep nucleus detection in microscopy images. BMC Bioinform. 20(1): 472:1-472:16 (2019) - [j6]Fuyong Xing, Yuanpu Xie, Xiaoshuang Shi, Pingjun Chen, Zizhao Zhang, Lin Yang:
Correction to: Towards pixel-to-pixel deep nucleus detection in microscopy images. BMC Bioinform. 20(1): 509:1 (2019) - [j5]Pingjun Chen, Linlin Gao, Xiaoshuang Shi, Kyle Allen, Lin Yang:
Fully automatic knee osteoarthritis severity grading using deep neural networks with a novel ordinal loss. Comput. Medical Imaging Graph. 75: 84-92 (2019) - [j4]Pingjun Chen, Lin Yang:
tissueloc: Whole slide digital pathology image tissue localization. J. Open Source Softw. 4(33): 1148 (2019) - [j3]Zizhao Zhang, Pingjun Chen, Mason McGough, Fuyong Xing, Chunbao Wang, Marilyn Bui, Yuanpu Xie, Manish Sapkota, Lei Cui, Jaspreet Singh Dhillon, Nazeel Ahmad, Farah K. Khalil, Shohreh I. Dickinson, Xiaoshuang Shi, Fujun Liu, Hai Su, Jinzheng Cai, Lin Yang:
Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. Nat. Mach. Intell. 1(5): 236-245 (2019) - [j2]Zizhao Zhang, Pingjun Chen, Mason McGough, Fuyong Xing, Chunbao Wang, Marilyn Bui, Yuanpu Xie, Manish Sapkota, Lei Cui, Jasreman Dhillon, Nazeel Ahmad, Farah K. Khalil, Shohreh I. Dickinson, Xiaoshuang Shi, Fujun Liu, Hai Su, Jinzheng Cai, Lin Yang:
Publisher Correction: Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. Nat. Mach. Intell. 1(6): 289 (2019) - [j1]Zizhao Zhang, Pingjun Chen, Mason McGough, Fuyong Xing, Chunbao Wang, Marilyn Bui, Yuanpu Xie, Manish Sapkota, Lei Cui, Jasreman Dhillon, Nazeel Ahmad, Farah K. Khalil, Shohreh I. Dickinson, Xiaoshuang Shi, Fujun Liu, Hai Su, Jinzheng Cai, Lin Yang:
Publisher Correction: Pathologist-level interpretable whole-slide cancer diagnosis with deep learning. Nat. Mach. Intell. 1(8): 384 (2019) - 2018
- [c3]Jinzheng Cai, Le Lu, Adam P. Harrison, Xiaoshuang Shi, Pingjun Chen, Lin Yang:
Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays. MICCAI (2) 2018: 589-598 - [i2]Jinzheng Cai, Le Lu, Adam P. Harrison, Xiaoshuang Shi, Pingjun Chen, Lin Yang:
Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays. CoRR abs/1807.00958 (2018) - 2017
- [c2]Zizhao Zhang, Pingjun Chen, Manish Sapkota, Lin Yang:
TandemNet: Distilling Knowledge from Medical Images Using Diagnostic Reports as Optional Semantic References. MICCAI (3) 2017: 320-328 - [i1]Zizhao Zhang, Pingjun Chen, Manish Sapkota, Lin Yang:
TandemNet: Distilling Knowledge from Medical Images Using Diagnostic Reports as Optional Semantic References. CoRR abs/1708.03070 (2017) - 2015
- [c1]Pingjun Chen, Xin Fan, Ruiyang Liu, Xianxuan Tang, Hua Cheng:
Fiber segmentation using a density-peaks clustering algorithm. ISBI 2015: 633-637
Coauthor Index
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