Pathologist-level interpretable whole-slide cancer diagnosis with deep learning Z Zhang, P Chen, M McGough, F Xing, C Wang, M Bui, Y Xie, M Sapkota, ... Nature Machine Intelligence 1 (5), 236-245, 2019 | 288 | 2019 |
Fully automatic knee osteoarthritis severity grading using deep neural networks with a novel ordinal loss P Chen, L Gao, X Shi, K Allen, L Yang Computerized Medical Imaging and Graphics 75, 84-92, 2019 | 208 | 2019 |
Tandemnet: distilling knowledge from medical images using diagnostic reports as optional semantic references Z Zhang, P Chen, M Sapkota, L Yang Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 81 | 2017 |
Iterative attention mining for weakly supervised thoracic disease pattern localization in chest x-rays J Cai, L Lu, AP Harrison, X Shi, P Chen, L Yang Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 60 | 2018 |
Knee osteoarthritis severity grading dataset P Chen Mendeley Data, 2018 | 58 | 2018 |
Text-guided neural network training for image recognition in natural scenes and medicine Z Zhang, P Chen, X Shi, L Yang IEEE transactions on pattern analysis and machine intelligence 43 (5), 1733-1745, 2021 | 34 | 2021 |
Rule-based automatic diagnosis of thyroid nodules from intraoperative frozen sections using deep learning Y Li, P Chen, Z Li, H Su, L Yang, D Zhong Artificial Intelligence in Medicine 108, 101918, 2020 | 33 | 2020 |
Artificial intelligence strategy integrating morphologic and architectural biomarkers provides robust diagnostic accuracy for disease progression in chronic lymphocytic leukemia S El Hussein, P Chen, LJ Medeiros, II Wistuba, D Jaffray, J Wu, JD Khoury The Journal of Pathology 256 (1), 4-14, 2021 | 31 | 2021 |
Efficacy and clinicogenomic correlates of response to immune checkpoint inhibitors alone or with chemotherapy in non-small cell lung cancer L Hong, M Aminu, S Li, X Lu, M Petranovic, MB Saad, P Chen, K Qin, ... Nature Communications 14 (1), 695, 2023 | 30 | 2023 |
Loss-based attention for interpreting image-level prediction of convolutional neural networks X Shi, F Xing, K Xu, P Chen, Y Liang, Z Lu, Z Guo IEEE Transactions on Image Processing 30, 1662-1675, 2020 | 30 | 2020 |
Towards pixel-to-pixel deep nucleus detection in microscopy images F Xing, Y Xie, X Shi, P Chen, Z Zhang, L Yang BMC bioinformatics 20, 1-16, 2019 | 27 | 2019 |
Interactive thyroid whole slide image diagnostic system using deep representation P Chen, X Shi, Y Liang, Y Li, L Yang, PD Gader Computer methods and programs in biomedicine 195, 105630, 2020 | 26 | 2020 |
Predicting benefit from immune checkpoint inhibitors in patients with non-small-cell lung cancer by CT-based ensemble deep learning: a retrospective study MB Saad, L Hong, M Aminu, NI Vokes, P Chen, M Salehjahromi, K Qin, ... The Lancet Digital Health 5 (7), e404-e420, 2023 | 25 | 2023 |
Automatic whole slide pathology image diagnosis framework via unit stochastic selection and attention fusion P Chen, Y Liang, X Shi, L Yang, P Gader Neurocomputing 453, 312-325, 2021 | 23 | 2021 |
Anatomy-aware cardiac motion estimation P Chen, X Chen, EZ Chen, H Yu, T Chen, S Sun MLMI 2020: Machine Learning in Medical Imaging, 150-159, 2020 | 14 | 2020 |
Chronic Lymphocytic Leukemia Progression Diagnosis with Intrinsic Cellular Patterns via Unsupervised Clustering P Chen, S El Hussein, F Xing, M Aminu, A Kannapiran, JD Hazle, ... Cancers 14 (10), 2398, 2022 | 11 | 2022 |
Fiber segmentation using a density-peaks clustering algorithm P Chen, X Fan, R Liu, X Tang, H Cheng 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 633-637, 2015 | 11 | 2015 |
Artificial intelligence-assisted mapping of proliferation centers allows the distinction of accelerated phase from large cell transformation in chronic lymphocytic leukemia S El Hussein, P Chen, LJ Medeiros, JD Hazle, J Wu, JD Khoury Modern Pathology 35 (8), 1121-1125, 2022 | 10 | 2022 |
Pathomic features reveal immune and molecular evolution from lung preneoplasia to invasive adenocarcinoma P Chen, FR Rojas, X Hu, A Serrano, B Zhu, H Chen, L Hong, ... Modern Pathology, 2023 | 8 | 2023 |
Limited benefit from the addition of immunotherapy to chemotherapy in TKI-refractory EGFR-mutant lung adenocarcinoma L Hong, WE Lewis, M Nilsson, S Patel, S Varghese, MJ Rivera, RR Du, ... Cancers 14, 2022 | 7 | 2022 |