8 citations
- Leidos (United States)US3 papers
- National Cancer InstituteUS3 papers
- Argonne National LaboratoryUS2 papers
- Frederick National Laboratory for Cancer ResearchUS2 papers
- University of ChicagoUS2 papers
- East China Normal UniversityCN1 paper
- National Institute of Allergy and Infectious DiseasesUS1 paper
- National Institutes of HealthUS1 paper
- University of Chicago Medical CenterUS1 paper
- University of WaterlooCA1 paper
3 papers
stat.ME2025★ 4 cited
Retrospective score tests versus prospective score tests for genetic association with case-control data
Yukun Liu, Pengfei Li, Lei Song +2
Since the seminal work by Prentice and Pyke (1979), the prospective logistic likelihood has become the standard method of analysis for retrospectively collected case-control data,…
q-bio.QM2022★ 2 cited
Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology images
Alexander Partin, Thomas Brettin, Yitan Zhu +7
Patient-derived xenografts (PDXs) are an appealing platform for preclinical drug studies because the in vivo environment of PDXs helps preserve tumor heterogeneity and usually bett…
q-bio.QM2020★ 8 cited
Ensemble Transfer Learning for the Prediction of Anti-Cancer Drug Response
Yitan Zhu, Thomas Brettin, Yvonne A. Evrard +6
Transfer learning has been shown to be effective in many applications in which training data for the target problem are limited but data for a related (source) problem are abundant…