Hossein Sharifi-Noghabi

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 6

Top Topics

Machine Learning Models

Gene Expression

Top Venues

Briefings Bioinform.

Publications

Oliver Snow, Hossein Sharifi-Noghabi, Jialin Lu, Olga I. Zolotareva, Mark Lee, Martin Ester
Interpretable Drug Response Prediction using a Knowledge-based Neural Network. KDD (2021)
Hossein Sharifi-Noghabi, Parsa Alamzadeh Harjandi, Olga I. Zolotareva, Colin C. Collins, Martin Ester
Out-of-distribution generalization from labelled and unlabelled gene expression data for drug response prediction. Nat. Mach. Intell. 3 (11) (2021)
Hossein Sharifi-Noghabi, Soheil Jahangiri-Tazehkand, Petr Smirnov, Casey Hon, Anthony Mammoliti, Sisira Kadambat Nair, Arvind Singh Mer, Martin Ester, Benjamin Haibe-Kains
Drug sensitivity prediction from cell line-based pharmacogenomics data: guidelines for developing machine learning models. Briefings Bioinform. 22 (6) (2021)
Hossein Sharifi-Noghabi, Shuman Peng, Olga I. Zolotareva, Colin C. Collins, Martin Ester
AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics. Bioinform. 36 (Supplement-1) (2020)
Hossein Sharifi-Noghabi, Hossein Asghari, Nazanin Mehrasa, Martin Ester
Domain Generalization via Semi-supervised Meta Learning. CoRR (2020)
Hossein Sharifi-Noghabi, Olga I. Zolotareva, Colin C. Collins, Martin Ester
MOLI: multi-omics late integration with deep neural networks for drug response prediction. Bioinform. 35 (14) (2019)