Michael Wainberg
Michael Wainberg
Prosserman Centre for Population Health Research, Lunenfeld-Tanenbaum Research Institute, Toronto
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Opportunities and challenges for transcriptome-wide association studies
M Wainberg, N Sinnott-Armstrong, N Mancuso, AN Barbeira, DA Knowles, ...
Nature genetics 51 (4), 592-599, 2019
Deep learning in biomedicine
M Wainberg, D Merico, A Delong, BJ Frey
Nature biotechnology 36 (9), 829-838, 2018
Genetics of 35 blood and urine biomarkers in the UK Biobank
N Sinnott-Armstrong, Y Tanigawa, D Amar, N Mars, C Benner, M Aguirre, ...
Nature genetics 53 (2), 185-194, 2021
Discovery of common and rare genetic risk variants for colorectal cancer
JR Huyghe, SA Bien, TA Harrison, HM Kang, S Chen, SL Schmit, ...
Nature genetics 51 (1), 76-87, 2019
Genome-scale measurement of off-target activity using Cas9 toxicity in high-throughput screens
DW Morgens, M Wainberg, EA Boyle, O Ursu, CL Araya, CK Tsui, ...
Nature communications 8 (1), 1-8, 2017
CRISPR screens in cancer spheroids identify 3D growth-specific vulnerabilities
K Han, SE Pierce, A Li, K Spees, GR Anderson, JA Seoane, YH Lo, ...
Nature 580 (7801), 136-141, 2020
Are random forests truly the best classifiers?
M Wainberg, B Alipanahi, BJ Frey
Journal of Machine Learning Research 17 (110), 1-5, 2016
A genome-wide atlas of co-essential modules assigns function to uncharacterized genes
M Wainberg, RA Kamber, A Balsubramani, RM Meyers, ...
Nature genetics 53 (5), 638-649, 2021
Mitigation of off-target toxicity in CRISPR-Cas9 screens for essential non-coding elements
J Tycko, M Wainberg, GK Marinov, O Ursu, GT Hess, BK Ego, Aradhana, ...
Nature communications 10 (1), 4063, 2019
Predicting gene expression in massively parallel reporter assays: A comparative study
A Kreimer, H Zeng, MD Edwards, Y Guo, K Tian, S Shin, R Welch, ...
Human mutation 38 (9), 1240-1250, 2017
Cannabis, schizophrenia genetic risk, and psychotic experiences: a cross-sectional study of 109,308 participants from the UK Biobank
M Wainberg, GR Jacobs, M di Forti, SJ Tripathy
Translational Psychiatry 11 (1), 211, 2021
Association of accelerometer-derived sleep measures with lifetime psychiatric diagnoses: A cross-sectional study of 89,205 participants from the UK Biobank
M Wainberg, SE Jones, LM Beaupre, SL Hill, D Felsky, MA Rivas, ...
PLoS Medicine 18 (10), e1003782, 2021
Rare protein-altering variants in ANGPTL7 lower intraocular pressure and protect against glaucoma
Y Tanigawa, M Wainberg, J Karjalainen, T Kiiskinen, G Venkataraman, ...
PLoS Genetics 16 (5), e1008682, 2020
Homogeneity in the association of body mass index with type 2 diabetes across the UK Biobank: a Mendelian randomization study
M Wainberg, A Mahajan, A Kundaje, MI McCarthy, E Ingelsson, ...
PLoS medicine 16 (12), e1002982, 2019
High-throughput characterization of Cascade type IE CRISPR guide efficacy reveals unexpected PAM diversity and target sequence preferences
B Xu Hua Fu, M Wainberg, A Kundaje, AZ Fire
Genetics 206 (4), 1727-1738, 2017
The viral hypothesis: how herpesviruses may contribute to Alzheimer’s disease
M Wainberg, T Luquez, DM Koelle, B Readhead, C Johnston, M Darvas, ...
Molecular psychiatry 26 (10), 5476-5480, 2021
Multiomic blood correlates of genetic risk identify presymptomatic disease alterations
M Wainberg, AT Magis, JC Earls, JC Lovejoy, N Sinnott-Armstrong, ...
Proceedings of the National Academy of Sciences 117 (35), 21813-21820, 2020
Neurobiological, familial and genetic risk factors for dimensional psychopathology in the Adolescent Brain Cognitive Development study
M Wainberg, GR Jacobs, AN Voineskos, SJ Tripathy
Molecular Psychiatry 27 (6), 2731-2741, 2022
Does conservation account for splicing patterns?
M Wainberg, B Alipanahi, B Frey
BMC genomics 17, 1-10, 2016
Shared genetic risk loci between Alzheimer’s disease and related dementias, Parkinson’s disease, and amyotrophic lateral sclerosis
M Wainberg, SJ Andrews, SJ Tripathy
Alzheimer's Research & Therapy 15 (1), 113, 2023
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