Matthew B. A. McDermott
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
6
Venues
4
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
6 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | ACES: Automatic Cohort Extraction System for Event-Stream Datasets. | Justin Xu, Jack Gallifant, Alistair E. W. Johnson, Matthew B. A. McDermott |
| 2025 | KDD | MEDS: Building Models and Tools in a Reproducible Health AI Ecosystem. | Matthew B. A. McDermott, Justin Xu, Teya S. Bergamaschi, Hyewon Jeong, Simon A. Lee, Nassim Oufattole, Patrick Rockenschaub, Kamile Stankeviciute, Ethan Steinberg, Jimeng Sun, Robin Van De Water, Michael Wornow, John Wu, Zhenbang Wu |
| 2021 | PSB | Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles. | Samuel G. Finlayson, Matthew B. A. McDermott, Alex V. Pickering, Scott L. Lipnick, Isaac S. Kohane |
| 2021 | PSB | CheXclusion: Fairness gaps in deep chest X-ray classifiers. | Laleh Seyyed-Kalantari, Guanxiong Liu, Matthew B. A. McDermott, Irene Y. Chen, Marzyeh Ghassemi |
| 2019 | ICLR | Reproducibility in Machine Learning for Health. | Matthew B. A. McDermott, Shirly Wang, Nikki Marinsek, Rajesh Ranganath, Marzyeh Ghassemi, Luca Foschini |
| 2018 | AAAI | Semi-Supervised Biomedical Translation With Cycle Wasserstein Regression GANs. | Matthew B. A. McDermott, Tom Yan, Tristan Naumann, Nathan Hunt, Harini Suresh, Peter Szolovits, Marzyeh Ghassemi |