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

Lucas Mentch

University of Pittsburgh

ORCID: 0000-0002-8983-0320
MathematicsComputer 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 3 papers. Top paper: “Use and misuse of random forest variable importance metrics in medicine: demonstrations through incident stroke prediction”.

Use and misuse of random forest variable importance metrics in medicine: demonstrations through incident stroke prediction

BMC Medical Research Methodology(2023)10.1186/s12874-023-01965-x
N/A
0DataRank · unranked
102 citations

Lucas Mentch, Bradley J. Wheeler, Amanda L. Tapia, Marc Richards, Siyu Zhou +4 more

Use and Misuse of Machine Learning Variable Importance Metrics in Medicine: Demonstrations through Incident Stroke Prediction

Research Square(2023)10.21203/rs.3.rs-2679212/v1
N/A
0DataRank · unranked
0 citations

Lucas Mentch, Bradley J. Wheeler, Amanda Tapia, Marc Richards, Siyu Zhou +4 more

An international multi-cohort investigation of self-reported sleep and future depressive symptoms in older adults

Scientific Reports(2025)10.1038/s41598-025-07864-z
N/A
0DataRank · unranked
5 citations

Nina Oryshkewych, Sanne J W Hoepel, Daniel J. Buysse, Lucas Mentch, Meryl A. Butters +8 more