Matthew B. A. McDermott
Matthew B. A. McDermott
Verified email at mit.edu
Title
Cited by
Cited by
Year
Publicly available clinical BERT embeddings
E Alsentzer, JR Murphy, W Boag, WH Weng, D Jin, T Naumann, ...
arXiv preprint arXiv:1904.03323, 2019
4302019
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
612019
Rethinking clinical prediction: why machine learning must consider year of care and feature aggregation
B Nestor, M McDermott, G Chauhan, T Naumann, MC Hughes, ...
arXiv preprint arXiv:1811.12583, 2018
41*2018
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
262020
Reproducibility in machine learning for health
M McDermott, S Wang, N Marinsek, R Ranganath, M Ghassemi, ...
arXiv preprint arXiv:1907.01463, 2019
262019
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
252020
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
212020
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
212019
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
172018
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
162012
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
142020
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
142018
Rethinking clinical prediction: why machine learning must consider year of care and feature aggregation
B Nestor, M McDermott, G Chauhan, T Naumann, MC Hughes, ...
arXiv preprint arXiv:1811.12583, 2018
92018
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
92018
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
62020
A comprehensive evaluation of multi-task learning and multi-task pre-training on EHR time-series data
M McDermott, B Nestor, E Kim, W Zhang, A Goldenberg, P Szolovits, ...
arXiv preprint arXiv:2007.10185, 2020
62020
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
62016
Reflex: Flexible framework for relation extraction in multiple domains
G Chauhan, M McDermott, P Szolovits
arXiv preprint arXiv:1906.08318, 2019
52019
Deep learning benchmarks on L1000 gene expression data
MBA McDermott, J Wang, WN Zhao, SD Sheridan, P Szolovits, I Kohane, ...
IEEE/ACM transactions on computational biology and bioinformatics 17 (6 …, 2019
52019
Machine learning for health (ML4H) workshop at NeurIPS 2018
N Antropova, AL Beam, BK Beaulieu-Jones, I Chen, C Chivers, A Dalca, ...
arXiv preprint arXiv:1811.07216, 2018
42018
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