Matthew B. A. McDermott

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	Toate	Din 2018
Referințe bibliografice	3063	3052
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Dr. Marzyeh GhassemiAssistant Professor, EECS.CSAIL/IMES, MITAdresă de e-mail confirmată pe mit.edu
Tristan NaumannPrincipal Researcher, Microsoft Research Health FuturesAdresă de e-mail confirmată pe microsoft.com
Emily AlsentzerPostdoctoral Fellow, Harvard Medical SchoolAdresă de e-mail confirmată pe bwh.harvard.edu
Peter SzolovitsProfessor of Computer Science and Engineering, MITAdresă de e-mail confirmată pe mit.edu
William BoagMassachusetts Institute of TechnologyAdresă de e-mail confirmată pe mit.edu
Wei-Hung WengGoogle ResearchAdresă de e-mail confirmată pe mit.edu
Di JinSenior Applied Scientist at Amazon Alexa AIAdresă de e-mail confirmată pe mit.edu
Irene Y. ChenAssistant Professor, UC Berkeley and UC San FranciscoAdresă de e-mail confirmată pe berkeley.edu
Bret NestorPostdoctoral Researcher, University of WashingtonAdresă de e-mail confirmată pe cs.washington.edu
Tzu-Ming Harry HsuMassachusetts Institute of TechnologyAdresă de e-mail confirmată pe mit.edu
Laleh Seyyed-KalantariAssistant Professor, York UniversityAdresă de e-mail confirmată pe yorku.ca
Geeticka ChauhanGraduate Student, MITAdresă de e-mail confirmată pe mit.edu
Guanxiong LiuUniversity of TorontoAdresă de e-mail confirmată pe cs.toronto.edu
Michael C. HughesAssistant Professor of Computer Science, Tufts UniversityAdresă de e-mail confirmată pe michaelchughes.com
Anna GoldenbergScientist, SickKids Research Institute; Assistant Professor Department of Computer Science, University of TorontoAdresă de e-mail confirmată pe utoronto.ca
Rajesh RanganathAssistant Professor, NYUAdresă de e-mail confirmată pe cs.princeton.edu
Luca FoschiniChief Data Scientist, Evidation HealthAdresă de e-mail confirmată pe evidation.com
Haoran ZhangPhD Student, Massachusetts Institute of TechnologyAdresă de e-mail confirmată pe mit.edu
Adrian DalcaHarvard Medical School & Massachusetts Institute of TechnologyAdresă de e-mail confirmată pe mit.edu
Brett Beaulieu-JonesUniversity of ChicagoAdresă de e-mail confirmată pe uchicago.edu

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Matthew B. A. McDermott

Postdoctoral Researcher, Harvard Medical School, Department of Biomedical Informatics

Adresă de e-mail confirmată pe hms.harvard.edu

Machine Learning Biomedical Informatics


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
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	1525	2019
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	201	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	192	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	188	2021
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	160*	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	147	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	140*	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	123	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	49	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	48	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	39*	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	37	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	31	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	29	2020
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
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	19	2021
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	13	2016

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