Matthew B.A. McDermott

Computer ScienceMedicineHealth Professions

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 11 papers. Top paper: “MIMIC-Extract”.

MIMIC-Extract

(2020)10.1145/3368555.3384469

N/A

0.748DataRank · unranked

145 citations

Matthew B.A. McDermott, Geeticka Chauhan, Marzyeh Ghassemi, Michael C. Hughes, Tristan Naumann +1 more

Foundation model of electronic medical records for adaptive risk estimation

GigaScience(2025)10.1093/gigascience/giaf107

N/A

0.312DataRank · unranked

7 citations

Michal K. Grzeszczyk, Nassim Oufattole, Deirdre Goode, Yugang Jia, Szymon Bieganski +7 more

A comprehensive EHR timeseries pre-training benchmark

DSpace@MIT (Massachusetts Institute of Technology)(2021)10.1145/3450439.3451877

N/A

0DataRank · unranked

23 citations

Bret Nestor, Evan Kim, Wancong Zhang, Anna Goldenberg, Peter Szolovits +2 more

Clinical Artificial Intelligence

Clinics in Laboratory Medicine(2022)10.1016/j.cll.2022.09.004

N/A

0DataRank · unranked

6 citations

Bret Nestor, Peter Szolovits, Matthew B.A. McDermott

Structure-inducing pre-training

Nature Machine Intelligence(2023)10.1038/s42256-023-00647-z

N/A

0DataRank · unranked

20 citations

Brendan Yap, Peter Szolovits, Marinka Zitnik, Matthew B.A. McDermott

Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events

arXiv (Cornell University)(2023)10.48550/arxiv.2306.11547

N/A

0DataRank · unranked

9 citations

Bret Nestor, Peniel Argaw, Isaac S. Kohane, Matthew B.A. McDermott

A health equity monitoring framework based on process mining

PLOS Digital Health(2024)10.1371/journal.pdig.0000575

N/A

0DataRank · unranked

1 citations

Jennifer Ziegler, Matthew B.A. McDermott, Molly Douglas, René Eber, Judy Wawira Gichoya +6 more

ACES: Automatic Cohort Extraction System for Event-Stream Datasets

arXiv (Cornell University)(2024)10.48550/arxiv.2406.19653

N/A

0DataRank · unranked

0 citations

Jack Gallifant, Alistair E. W. Johnson, Matthew B.A. McDermott, Justin Xu

Deep Learning Benchmarks on L1000 Gene Expression Data

IEEE/ACM Transactions on Computational Biology and Bioinformatics(2020)10.1109/tcbb.2019.2910061

N/A

0DataRank · unranked

12 citations

Jennifer Wang, Wen-Ning Zhao, Steven D. Sheridan, Peter Szolovits, Isaac Kohane +3 more

Foundation Model of Electronic Medical Records for Adaptive Risk Estimation

arXiv (Cornell University)(2025)10.48550/arxiv.2502.06124

N/A

0DataRank · unranked

0 citations

Michal K. Grzeszczyk, Nassim Oufattole, Deirdre Goode, Yugang Jia, Szymon Bieganski +7 more

Reproducibility in machine learning for health research: Still a ways to go

Science Translational Medicine(2021)10.1126/scitranslmed.abb1655

N/A

0DataRank · unranked

266 citations

Shirly Wang, Nikki Marinsek, Rajesh Ranganath, Luca Foschini, Marzyeh Ghassemi +1 more