🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Emily Wittrup

University of Michigan

ORCID: 0000-0002-5314-5903
Computer ScienceMedicineBiochemistry, Genetics and Molecular Biology

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: “Predicting need for heart failure advanced therapies using an interpretable tropical geometry-based fuzzy neural network”.

Predicting need for heart failure advanced therapies using an interpretable tropical geometry-based fuzzy neural network

PLoS ONE(2023)10.1371/journal.pone.0295016
N/A
0DataRank · unranked
3 citations

Keith D. Aaronson, Jonathan Gryak, Emily Wittrup, Cristian Minoccheri, Jessica R. Golbus +2 more

AI-Based Computational Methods in Early Drug Discovery and Post Market Drug Assessment: A Survey

IEEE Transactions on Computational Biology and Bioinformatics(2024)10.1109/tcbb.2024.3492708
N/A
0DataRank · unranked
16 citations

Cristian Minoccheri, Emily Wittrup, Richard Wilson, Brian D. Athey, Gilbert S. Omenn +2 more

Learning using privileged information with logistic regression on acute respiratory distress syndrome detection

Artificial Intelligence in Medicine(2024)10.1016/j.artmed.2024.102947
N/A
0DataRank · unranked
6 citations

Shuyang Cheng, Emily Wittrup, Jonathan Gryak, Kayvan Najarian, Zijun Gao

AXpert: human expert facilitated privacy-preserving large language models for abdominal X-ray report labeling

JAMIA Open(2024)10.1093/jamiaopen/ooaf008
N/A
0DataRank · unranked
4 citations

Joseph G. Kohne, Katelyn Webster, Rebecca Vartanian, Emily Wittrup, Kayvan Najarian +1 more

Three-Stage Framework for Accurate Pediatric Chest X-ray Diagnosis Using Self-Supervision and Transfer Learning on Small Datasets

Diagnostics(2024)10.3390/diagnostics14151634
N/A
0DataRank · unranked
6 citations

Joseph G. Kohne, Emily Wittrup, Kayvan Najarian, Yufeng Zhang

Identification of digital twins to guide interpretable AI for diagnosis and prognosis in heart failure

npj Digital Medicine(2025)10.1038/s41746-025-01501-9
N/A
0DataRank · unranked
26 citations

Andreas Meyer, Filip Ježek, S Z Zhang, Tonimarie Catalan, Alexandria Miller +13 more

Leveraging Language Models for Automated Label Generation in Traumatic Brain Injury Radiology Reports

Research Square(2025)10.21203/rs.3.rs-8051129/v1
N/A
0DataRank · unranked
0 citations

Craig A. Williamson, Andrew Nguyen, Emily Wittrup, Kayvan Najarian, Lingrui Cai