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Faisal Mahmood
Faisal Mahmood
Associate Professor, Harvard University
Verified email at fas.harvard.edu - Homepage
Title
Cited by
Cited by
Year
Data-efficient and weakly supervised computational pathology on whole-slide images
MY Lu, DFK Williamson, TY Chen, RJ Chen, M Barbieri, F Mahmood
Nature Biomedical Engineering, 1-16, 2021
9502021
Synthetic data in machine learning for medicine and healthcare
RJ Chen, MY Lu, TY Chen, DFK Williamson, F Mahmood
Nature Biomedical Engineering, 1-5, 2021
4402021
AI-based pathology predicts origins for cancers of unknown primary
MY Lu, TY Chen, DFK Williamson, M Zhao, M Shady, J Lipkova, ...
Nature 594 (7861), 106-110, 2021
4192021
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis
RJ Chen, MY Lu, J Wang, DFK Williamson, SJ Rodig, NI Lindeman, ...
IEEE Transactions on Medical Imaging, 2019
3562019
Deep adversarial training for multi-organ nuclei segmentation in histopathology images
F Mahmood, D Borders, R Chen, GN McKay, KJ Salimian, A Baras, ...
IEEE Transactions on Medical Imaging, 2019
3302019
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
RJ Chen, C Chen, Y Li, TY Chen, AD Trister, RG Krishnan, F Mahmood
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
2992022
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training
F Mahmood, R Chen, NJ Durr
IEEE Transactions on Medical Imaging, 2018
2612018
Pan-cancer integrative histology-genomic analysis via multimodal deep learning
RJ Chen, MY Lu, DFK Williamson, TY Chen, J Lipkova, Z Noor, M Shaban, ...
Cancer Cell 40 (8), 865-878. e6, 2022
1842022
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images
RJ Chen, MY Lu, WH Weng, TY Chen, DFK Williamson, T Manz, M Shady, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
1702021
Artificial intelligence for multimodal data integration in oncology
J Lipkova, RJ Chen, B Chen, MY Lu, M Barbieri, D Shao, AJ Vaidya, ...
Cancer Cell 40 (10), 1095-1110, 2022
1682022
Federated Learning for Computational Pathology on Gigapixel Whole Slide Images
MY Lu, D Kong, J Lipkova, RJ Chen, R Singh, DFK Williamsona, ...
Medical image analysis, 2020
1492020
Deep learning and conditional random fields-based depth estimation and topographical reconstruction from conventional endoscopy
F Mahmood, NJ Durr
Medical image analysis 48, 230-243, 2018
1482018
EndoSLAM Dataset and an Unsupervised Monocular Visual Odometry and Depth Estimation Approach for Endoscopic Videos
KB Ozyoruk, GI Gokceler, TL Bobrow, G Coskun, K Incetan, Y Almalioglu, ...
Medical Image Analysis, 102058, 2021
1312021
Whole slide images are 2d point clouds: Context-aware survival prediction using patch-based graph convolutional networks
RJ Chen, MY Lu, M Shaban, C Chen, TY Chen, DFK Williamson, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
1202021
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology
NG Laleh, HS Muti, CML Loeffler, A Echle, OL Saldanha, F Mahmood, ...
Medical Image Analysis, 102474, 2022
1002022
Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding
MY Lu, RJ Chen, J Wang, D Dillon, F Mahmood
NeurIPS'19 ML4H, 2019
972019
Algorithmic fairness in artificial intelligence for medicine and healthcare
RJ Chen, JJ Wang, DFK Williamson, TY Chen, J Lipkova, MY Lu, S Sahai, ...
Nature Biomedical Engineering 7 (6), 719-742, 2023
942023
Weakly supervised prostate tma classification via graph convolutional networks
J Wang, RJ Chen, MY Lu, A Baras, F Mahmood
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 239-243, 2020
712020
Fast and scalable search of whole-slide images via self-supervised deep learning*
C Chen, MY Lu, DFK Williamson, TY Chen, AJ Schaumberg, F Mahmood
Nature Biomedical Engineering, 2022
672022
Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies
J Lipkova, TY Chen, MY Lu, RJ Chen, M Shady, M Williams, J Wang, ...
Nature Medicine 28 (3), 575-582, 2022
612022
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