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Pingjun Chen
Pingjun Chen
MD Anderson Cancer Center
Email confirmado em ieee.org - Página inicial
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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
2672019
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
1842019
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
772017
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
592018
Knee osteoarthritis severity grading dataset
P Chen
Mendeley Data, 2018
402018
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
292021
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
282021
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
282020
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
282020
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
252020
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
252019
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
212021
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
202023
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
162023
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
142020
Systems and methods for image segmentation
S Sun, P Chen, X Chen, Z Chen, T Chen
US Patent US11488021B2, 2022
122022
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
112015
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
102022
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
102022
Chromosome segmentation via data simulation and shape learning
P Chen, J Cai, L Yang
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
72020
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