P
Parsa Alamzadeh Harjandi
Researcher at Simon Fraser University
Publications - 2
Citations - 7
Parsa Alamzadeh Harjandi is an academic researcher from Simon Fraser University. The author has contributed to research in topics: Generalization & Computer science. The author has an hindex of 1, co-authored 2 publications receiving 1 citations.
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Velodrome: Out-of-Distribution Generalization from Labeled and Unlabeled Gene Expression Data for Drug Response Prediction
Hossein Sharifi-Noghabi,Parsa Alamzadeh Harjandi,Olga Zolotareva,Olga Zolotareva,Colin Collins,Martin Ester +5 more
TL;DR: The experimental results demonstrate that Velodrome outperforms state-of-the-art pharmacogenomics and transfer learning baselines on cell lines, patient-derived xenografts, and patients and therefore, may guide precision oncology more accurately.
Journal ArticleDOI
Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction
Hossein Sharifi-Noghabi,Parsa Alamzadeh Harjandi,Olga Zolotareva,Olga Zolotareva,Colin Collins,Martin Ester +5 more
TL;DR: In this paper, a semi-supervised method of out-of-distribution generalization is proposed to predict drug response from limited data that can generalize successfully to different tissue types.