Matthew B. A. McDermott

Cited by

	All	Since 2018
Citations	3393	3383
h-index	16	15
i10-index	22	22

1300

650

325

975

2018201920202021202220239 71 408 623 1033 1210

Public access

View all

19 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Dr. Marzyeh GhassemiAssistant Professor, EECS.CSAIL/IMES, MITVerified email at mit.edu
Tristan NaumannPrincipal Researcher, Microsoft Research Health FuturesVerified email at microsoft.com
Emily AlsentzerPostdoctoral Fellow, Harvard Medical SchoolVerified email at bwh.harvard.edu
Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified email at mit.edu
William BoagMassachusetts Institute of TechnologyVerified email at mit.edu
Wei-Hung WengGoogle ResearchVerified email at mit.edu
Di JinSenior Applied Scientist at Amazon AGIVerified email at mit.edu
Irene Y. ChenAssistant Professor, UC Berkeley and UC San FranciscoVerified email at berkeley.edu
Bret NestorPostdoctoral Researcher, University of WashingtonVerified email at cs.washington.edu
Tzu-Ming Harry HsuMassachusetts Institute of TechnologyVerified email at mit.edu
Laleh Seyyed-KalantariAssistant Professor, York UniversityVerified email at yorku.ca
Geeticka ChauhanGraduate Student, MITVerified email at mit.edu
Guanxiong LiuUniversity of TorontoVerified email at cs.toronto.edu
Michael C. HughesAssistant Professor of Computer Science, Tufts UniversityVerified email at michaelchughes.com
Anna GoldenbergScientist, SickKids Research Institute; Assistant Professor Department of Computer Science, University of TorontoVerified email at utoronto.ca
Rajesh RanganathAssistant Professor, NYUVerified email at cs.princeton.edu
Luca FoschiniPresident & CEO, Sage BionetworksVerified email at sagebionetworks.org
Haoran ZhangPhD Student, Massachusetts Institute of TechnologyVerified email at mit.edu
Samuel G. FinlaysonMD-PhD. Pediatrics-Genetics Resident at UW/Seattle Children'sVerified email at seattlechildrens.org
Adrian DalcaHarvard Medical School & Massachusetts Institute of TechnologyVerified email at mit.edu

Matthew B. A. McDermott

Postdoctoral Researcher, Harvard Medical School, Department of Biomedical Informatics

Verified email at hms.harvard.edu

Machine Learning Biomedical Informatics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Publicly available clinical BERT embeddings E Alsentzer, JR Murphy, W Boag, WH Weng, D Jin, T Naumann, ... Proceedings of the 2nd Clinical Natural Language Processing Workshop 2 (W19 …, 2019	1656	2019
Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations L Seyyed-Kalantari, H Zhang, MBA McDermott, IY Chen, M Ghassemi Nature medicine 27 (12), 2176-2182, 2021	248	2021
CheXclusion: Fairness gaps in deep chest X-ray classifiers L Seyyed-Kalantari, G Liu, M McDermott, IY Chen, M Ghassemi BIOCOMPUTING 2021: proceedings of the Pacific symposium, 232-243, 2020	218	2020
Clinically accurate chest x-ray report generation G Liu, TMH Hsu, M McDermott, W Boag, WH Weng, P Szolovits, ... Machine Learning for Healthcare Conference, 249-269, 2019	213	2019
Reproducibility in machine learning for health research: Still a ways to go MBA McDermott, S Wang, N Marinsek, R Ranganath, L Foschini, ... Science Translational Medicine 13 (586), eabb1655, 2021	188*	2021
Mimic-extract: A data extraction, preprocessing, and representation pipeline for mimic-iii S Wang, MBA McDermott, G Chauhan, M Ghassemi, MC Hughes, ... Proceedings of the ACM conference on health, inference, and learning, 222-235, 2020	166	2020
Rethinking clinical prediction: why machine learning must consider year of care and feature aggregation B Nestor, M McDermott, G Chauhan, T Naumann, MC Hughes, ... Proceedings of the 4th Machine Learning for Healthcare Conference 106, 381-405, 2019	152*	2019
Hurtful words: quantifying biases in clinical contextual word embeddings H Zhang, AX Lu, M Abdalla, M McDermott, M Ghassemi proceedings of the ACM Conference on Health, Inference, and Learning, 110-120, 2020	129	2020
Trends and focus of machine learning applications for health research B Beaulieu-Jones, SG Finlayson, C Chivers, I Chen, M McDermott, ... JAMA network open 2 (10), e1914051-e1914051, 2019	54	2019
Baselines for chest x-ray report generation W Boag, TMH Hsu, M McDermott, G Berner, E Alesentzer, P Szolovits Machine learning for health workshop, 126-140, 2020	53	2020
A comprehensive EHR timeseries pre-training benchmark M McDermott, B Nestor, E Kim, W Zhang, A Goldenberg, P Szolovits, ... Proceedings of the Conference on Health, Inference, and Learning, 257-278, 2021	44*	2021
Unsupervised multimodal representation learning across medical images and reports TMH Hsu, WH Weng, W Boag, M McDermott, P Szolovits arXiv preprint arXiv:1811.08615, 2018	40	2018
Semi-supervised biomedical translation with cycle wasserstein regression GANs M McDermott, T Yan, T Naumann, N Hunt, HS Suresh, P Szolovits, ... AAAI Conference on Artificial Intelligence 32, 2363-2370, 2018	32	2018
Chexpert++: Approximating the chexpert labeler for speed, differentiability, and probabilistic output MBA McDermott, TMH Hsu, WH Weng, M Ghassemi, P Szolovits Machine Learning for Healthcare Conference, 913-927, 2020	31	2020
Meta-learning to improve pre-training A Raghu, J Lorraine, S Kornblith, M McDermott, DK Duvenaud Advances in Neural Information Processing Systems 34, 23231-23244, 2021	22	2021
Modeling the role of negative cooperativity in metabolic regulation and homeostasis EC Bush, AE Clark, CM DeBoever, LE Haynes, S Hussain, S Ma, ... PloS one 7 (11), e48920, 2012	21	2012
Machine learning for health (ML4H) 2020: Advancing healthcare for all SK Sarkar, S Roy, E Alsentzer, MBA McDermott, F Falck, I Bica, G Adams, ... Machine Learning for Health, 1-11, 2020	14	2020
A Framework for Relation Extraction Across Multiple Datasets in Multiple Domains G Chauhan, M McDermott, P Szolovits Proceedings of the 2019 Workshop on Widening NLP, 18-20, 2019	14*	2019
MIT-MEDG at SemEval-2018 task 7: Semantic relation classification via convolution neural network D Jin, F Dernoncourt, E Sergeeva, M McDermott, G Chauhan Proceedings of the 12th international workshop on semantic evaluation, 798-804, 2018	14	2018
Stronger net posterior cortical forces and asymmetric microtubule arrays produce simultaneous centration and rotation of the pronuclear complex in the early Caenorhabditis … VC Coffman, MBA McDermott, B Shtylla, AT Dawes Molecular biology of the cell 27 (22), 3550-3562, 2016	14	2016

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors