Faisal Mahmood - Concepedia

Author

Faisal Mahmood

Also Known As

Allen, Nicholas, Dr. Faisal Mahmood, F. M. Mahmood, Faisal Mahmood, Jiang, Sizun, Long Phi Le, Mahmood, Faisal, Yilmaz, Funda

219

Publications

7.5K

Citations

H-Index

136

Concepts

All Affiliations

Harvard University Brigham and Women's Hospital Broad Institute Dana-Farber Cancer Institute Massachusetts General Hospital

About

Faisal Mahmood is an author at Harvard University specializing in engineering, deep learning, and image analysis.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	21	32	4.3K
2	Medicine	16	20	2.6K
3	Health Sciences	6	6	426
4	Business	1	1	20
5	Language Studies	1	1	12

Faisal Mahmood

Publications

5.8K

Citations

H-Index

Page 1

	Year	Citations
Towards a general-purpose foundation model for computational pathology Richard J. Chen, Tong Ding, Ming Y. Lu, Nature Medicine EngineeringDigital PathologyComputational BiologySystem MedicinePathology	2024	864
Synthetic data in machine learning for medicine and healthcare Richard J. Chen, Ming Y. Lu, Tiffany Chen, Nature Biomedical Engineering Artificial IntelligenceEngineeringMachine LearningData ScienceSynthetic Data	2021	646
A visual-language foundation model for computational pathology Ming Y. Lu, Bowen Chen, Drew F. K. Williamson, Nature Medicine Visual LanguageEngineeringNeurolinguisticsVisual DiagnosisComputational Pathology	2024	538
Pan-cancer integrative histology-genomic analysis via multimodal deep learning Richard J. Chen, Ming Y. Lu, Drew F. K. Williamson, Cancer Cell	2022	489
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning Richard J. Chen, Chengkuan Chen, Yicong Li, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Convolutional Neural NetworkEngineeringMachine LearningWhole-slide ImagingDigital Pathology	2022	470
A multimodal generative AI copilot for human pathology Ming Y. Lu, Bowen Chen, Drew F. K. Williamson, Nature	2024	294
Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images Richard J. Chen, Ming Y. Lu, Wei‐Hung Weng, 2021 IEEE/CVF International Conference on Computer Vision (ICCV) EngineeringMachine LearningPathologyMultimodal LearningSurvival Outcome Prediction	2021	283
Artificial intelligence for digital and computational pathology Andrew H. Song, Guillaume Jaume, Drew F. K. Williamson, Nature Reviews Bioengineering Artificial IntelligenceEngineeringData ScienceMedical Expert SystemDigital Pathology	2023	248
EndoSLAM dataset and an unsupervised monocular visual odometry and depth estimation approach for endoscopic videos Kutsev Bengisu Ozyoruk, Guliz Irem Gokceler, Taylor L. Bobrow, Medical Image Analysis Endoslam DatasetImage AnalysisMachine VisionEngineering3D Vision	2021	231
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Medical Image Analysis Convolutional Neural NetworkImage AnalysisMachine LearningData ScienceMedical Imaging	2022	168

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