Dan Roth

Also affiliated with California University of Pennsylvania

Computer Science

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 7 papers. Top paper: “Generalization of finetuned transformer language models to new clinical contexts”.

Generalization of finetuned transformer language models to new clinical contexts

JAMIA Open(2023)10.1093/jamiaopen/ooad070

N/A

0.269DataRank · unranked

5 citations

Samuel W. Terman, Ryan S. Gallagher, Chloé E. Hill, Kathryn A. Davis, Brian Litt +3 more

Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record

(2022)10.18653/v1/2022.bionlp-1.36

N/A

0DataRank · unranked

10 citations

Brian Litt, Dan Roth, Colin A. Ellis, Kevin Xie

Long‐term epilepsy outcome dynamics revealed by natural language processing of clinic notes

Epilepsia(2023)10.1111/epi.17633

N/A

0DataRank · unranked

33 citations

Ryan S. Gallagher, Russell T. Shinohara, Sharon X. Xie, Chloé E. Hill, Erin C. Conrad +5 more

ICMLA 2008 Invited Speakers

2008 Seventh International Conference on Machine Learning and Applications(2008)10.1109/icmla.2008.151

N/A

0DataRank · unranked

0 citations

Jude Shavlik, Michael I. Jordan, Bin Yu, Andrew Moore, Andrew W. Moore +2 more

Disparities in seizure outcomes revealed by large language models

medRxiv(2023)10.1101/2023.09.20.23295842

N/A

0DataRank · unranked

7 citations

William K.S. Ojemann, Ryan S. Gallagher, Alfredo Lucas, Chloé E. Hill, Roy H. Hamilton +5 more

Disparities in seizure outcomes revealed by large language models

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae047

N/A

0DataRank · unranked

14 citations

William K.S. Ojemann, Ryan S. Gallagher, Russell T. Shinohara, Alfredo Lucas, Chloé E. Hill +6 more

Zero-Shot Extraction of Seizure Outcomes from Clinical Notes Using Generative Pretrained Transformers

Journal of Healthcare Informatics Research(2025)10.1007/s41666-025-00198-5

N/A

0DataRank · unranked

6 citations

Kevin Xie, Kevin Liu, Ellie Chang, Dan Roth, Brian Litt +2 more