Colin C. Collins

发表

Adversarial Inductive Transfer Learning with input and output space adaptation

Martin Ester, Hossein Sharifi-Noghabi, Shuman Peng, 2019 .

AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics

Martin Ester, Hossein Sharifi-Noghabi, Shuman Peng, 2020, bioRxiv.

Identification of Conserved Evolutionary Trajectories in Tumors

Salem Malikic, Colin C. Collins, S. Cenk Sahinalp, 2020, bioRxiv.

MOLI: multi-omics late integration with deep neural networks for drug response prediction

Martin Ester, Hossein Sharifi-Noghabi, Colin C. Collins, 2019, Bioinform..

Computational identification of micro‐structural variations and their proteogenomic consequences in cancer

Faraz Hach, Haixu Tang, Süleyman Cenk Sahinalp, 2018, Bioinform..

Out-of-Distribution Generalization from Labeled and Unlabeled Gene Expression Data for Drug Response Prediction

Martin Ester, Hossein Sharifi-Noghabi, Colin C. Collins, 2021, bioRxiv.

Androgen Receptor Gene Aberrations in Circulating Cell-Free DNA: Biomarkers of Therapeutic Resistance in Castration-Resistant Prostate Cancer

Martin E. Gleave, Colin C. Collins, Brian McConeghy, 2015, Clinical Cancer Research.

Alagille syndrome is caused by mutations in human Jagged1, which encodes a ligand for Notch1

Colin C. Collins, Yu Deng, Leroy Hood, 1997, Nature Genetics.

Integrated genomic and epigenomic analyses pinpoint biallelic gene inactivation in tumors

Colin C. Collins, Chibo Hong, Joseph F. Costello, 2002, Nature Genetics.

Genomic hallmarks of localized, non-indolent prostate cancer

Alain Bergeron, Colin C. Collins, Mathieu Lupien, 2017, Nature.