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Gregory P Way
Gregory P Way
University of Colorado, Department of Biomedical Informatics
Verified email at cuanschutz.edu - Homepage
Title
Cited by
Cited by
Year
Oncogenic signaling pathways in the cancer genome atlas
F Sanchez-Vega, M Mina, J Armenia, WK Chatila, A Luna, KC La, ...
Cell 173 (2), 321-337. e10, 2018
23772018
Opportunities and obstacles for deep learning in biology and medicine
T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ...
Journal of the Royal Society Interface, 142760, 2018
19342018
Genomic and molecular landscape of DNA damage repair deficiency across the cancer genome atlas
TA Knijnenburg, L Wang, MT Zimmermann, N Chambwe, GF Gao, ...
Cell reports 23 (1), 239-254. e6, 2018
8932018
Extracting a biologically relevant latent space from cancer transcriptomes with variational autoencoders
GP Way, CS Greene
Proceedings of the Pacific Symposium on Biocomputing, 80-91, 2018
2632018
Machine Learning Detects Pan-cancer Ras Pathway Activation in The Cancer Genome Atlas
GP Way, F Sanchez-Vega, K La, J Armenia, WK Chatila, A Luna, ...
Cell Reports, 2018
1492018
Genomic profiling of childhood tumor patient-derived xenograft models to enable rational clinical trial design
JL Rokita, KS Rathi, MF Cardenas, KA Upton, J Jayaseelan, KL Cross, ...
Cell reports 29 (6), 1675-1689. e9, 2019
1482019
Immune landscapes associated with different glioblastoma molecular subtypes
M Martinez-Lage, TM Lynch, Y Bi, C Cocito, GP Way, S Pal, J Haller, ...
Acta neuropathologica communications 7, 1-12, 2019
1292019
A comparison of methodologies to test aggression in zebrafish
GP Way, N Ruhl, JL Snekser, AL Kiesel, SP McRobert
Zebrafish 12 (2), 144-151, 2015
882015
Challenges and opportunities in studying the epidemiology of ovarian cancer subtypes
JA Doherty, LC Peres, C Wang, GP Way, CS Greene, JM Schildkraut
Current epidemiology reports 4, 211-220, 2017
822017
Predicting cell health phenotypes using image-based morphology profiling
GP Way, M Kost-Alimova, T Shibue, WF Harrington, S Gill, F Piccioni, ...
Molecular biology of the cell 32 (9), 995-1005, 2021
792021
Compressing gene expression data using multiple latent space dimensionalities learns complementary biological representations
GP Way, M Zietz, V Rubinetti, DS Himmelstein, CS Greene
Genome biology 21, 1-27, 2020
73*2020
Epigenomic profiling of neuroblastoma cell lines
K Upton, A Modi, K Patel, NM Kendsersky, KL Conkrite, RT Sussman, ...
Scientific data 7 (1), 116, 2020
612020
Morphology and gene expression profiling provide complementary information for mapping cell state
GP Way, T Natoli, A Adeboye, L Litichevskiy, A Yang, X Lu, JC Caicedo, ...
Cell systems 13 (11), 911-923. e9, 2022
512022
Comprehensive cross-population analysis of high-grade serous ovarian cancer supports no more than three subtypes
GP Way, J Rudd, C Wang, H Hamidi, BL Fridley, GE Konecny, EL Goode, ...
G3: Genes, Genomes, Genetics 6 (12), 4097-4103, 2016
38*2016
Sex differences in a shoaling-boldness behavioral syndrome, but no link with aggression
GP Way, AL Kiesel, N Ruhl, JL Snekser, SP McRobert
Behavioural processes 113, 7-12, 2015
352015
A machine learning classifier trained on cancer transcriptomes detects NF1 inactivation signal in glioblastoma
GP Way, RJ Allaway, SJ Bouley, CE Fadul, Y Sanchez, CS Greene
BMC genomics 18, 1-11, 2017
342017
Sharing biological data: why, when, and how
SL Wilson, GP Way, W Bittremieux, JP Armache, MA Haendel, ...
FEBS letters 595 (7), 847, 2021
322021
Deconvolution of DNA methylation identifies differentially methylated gene regions on 1p36 across breast cancer subtypes
AJ Titus, GP Way, KC Johnson, BC Christensen
Scientific Reports 7 (1), 2017
272017
Bayesian deep learning for single-cell analysis
GP Way, CS Greene
Nature methods 15 (12), 1009-1010, 2018
252018
Integrated phosphoproteomics and transcriptional classifiers reveal hidden RAS signaling dynamics in multiple myeloma
YHT Lin, GP Way, BG Barwick, MC Mariano, M Marcoulis, ID Ferguson, ...
Blood advances 3 (21), 3214-3227, 2019
212019
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