35 citations
- National Cancer InstituteUS3 papers
- Argonne National LaboratoryUS2 papers
- Charles UniversityCZ2 papers
- Czech Academy of Sciences, Astronomical InstituteCZ2 papers
- Frederick National Laboratory for Cancer ResearchUS2 papers
- Jet Propulsion LaboratoryUS2 papers
- Leidos Biomedical Research Inc. (United States)2 papers
- Southwest Research InstituteUS2 papers
- University of ArizonaUS2 papers
- University of ChicagoUS2 papers
- Adam Mickiewicz University in PoznańPL1 paper
- Austrian Academy of SciencesAT1 paper
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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…