Alex J. DeGrave

Computer ScienceBiochemistry, Genetics and Molecular BiologyMedicine

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 10 papers. Top paper: “From local explanations to global understanding with explainable AI for trees”.

From local explanations to global understanding with explainable AI for trees

Nature Machine Intelligence(2020)10.1038/s42256-019-0138-9

N/A

1.4DataRank · unranked

8346 citations

Gabriel Erion, Hugh Chen, Alex DeGrave, Jordan M. Prutkin, Bala Nair +8 more

A Suite of Tutorials for the WESTPA 2.0 Rare-Events Sampling Software [Article v2.0]

Living Journal of Computational Molecular Science(2023)10.33011/livecoms.5.1.1655

N/A

0.664DataRank · unranked

15 citations

Jeremy M. G. Leung, John D. Russo, She Zhang, Jeffrey P. Thompson, Ali Sinan Saglam +17 more

Dissection of medical AI reasoning processes via physician and generative-AI collaboration

medRxiv(2023)10.1101/2023.05.12.23289878

N/A

0.406DataRank · unranked

14 citations

Zhuo Ran Cai, Joseph D. Janizek, Roxana Daneshjou, Su-In Lee, Alex J. DeGrave

WESTPA 2.0: High-performance upgrades for weighted ensemble simulations and analysis of longer-timescale applications

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.12.05.471280

N/A

0.104DataRank · unranked

1 citations

She Zhang, Jeremy M. G. Leung, Anthony T. Bogetti, Jeffrey P. Thompson, Alex J. DeGrave +11 more

Auditing the inference processes of medical-image classifiers by leveraging generative AI and the expertise of physicians

Nature Biomedical Engineering(2023)10.1038/s41551-023-01160-9

N/A

0DataRank · unranked

50 citations

Zhuo Ran Cai, Joseph D. Janizek, Roxana Daneshjou, Su-In Lee, Alex J. DeGrave

Fostering transparent medical image AI via an image-text foundation model grounded in medical literature

medRxiv(2023)10.1101/2023.06.07.23291119

N/A

0DataRank · unranked

14 citations

Soham Gadgil, Alex J. DeGrave, Zhuo Ran Cai, Roxana Daneshjou, Su-In Lee +1 more

Transparent medical image AI via an image–text foundation model grounded in medical literature

Nature Medicine(2024)10.1038/s41591-024-02887-x

N/A

0DataRank · unranked

88 citations

Soham Gadgil, Alex J. DeGrave, Jesutofunmi A. Omiye, Zhuo Ran Cai, Roxana Daneshjou +2 more

A twist in the road less traveled: The AMBER ff15ipq-m force field for protein mimetics

The Journal of Chemical Physics(2020)10.1063/5.0019054

N/A

0DataRank · unranked

21 citations

Hannah E. Piston, Jeremy M. G. Leung, Chino C. Cabalteja, Darian T. Yang, Alex J. DeGrave +6 more

AI for radiographic COVID-19 detection selects shortcuts over signal

Nature Machine Intelligence(2021)10.1038/s42256-021-00338-7

N/A

0DataRank · unranked

486 citations

Joseph D. Janizek, Su-In Lee, Alex J. DeGrave

Course Corrections for Clinical AI

Kidney360(2021)10.34067/kid.0004152021

N/A

0DataRank · unranked

1 citations

Joseph D. Janizek, Su-In Lee, Alex J. DeGrave