Elias Chaibub Neto
Elias Chaibub Neto
Principal Scientist, Sage Bionetworks
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The mPower study, Parkinson disease mobile data collected using ResearchKit
BM Bot, C Suver, EC Neto, M Kellen, A Klein, C Bare, M Doerr, A Pratap, ...
Scientific data 3 (1), 1-9, 2016
A gene expression network model of type 2 diabetes links cell cycle regulation in islets with diabetes susceptibility
MP Keller, YJ Choi, P Wang, DB Davis, ME Rabaglia, AT Oler, ...
Genome research 18 (5), 706-716, 2008
Mindboggling morphometry of human brains
A Klein, SS Ghosh, FS Bao, J Giard, Y Häme, E Stavsky, N Lee, B Rossa, ...
PLoS computational biology 13 (2), e1005350, 2017
Genetic networks of liver metabolism revealed by integration of metabolic and transcriptional profiling
CT Ferrara, P Wang, EC Neto, RD Stevens, JR Bain, BR Wenner, ...
PLoS genetics 4 (3), e1000034, 2008
Systematic assessment of analytical methods for drug sensitivity prediction from cancer cell line data
IS Jang, EC Neto, J Guinney, SH Friend, AA Margolin
Biocomputing 2014, 63-74, 2014
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen
MP Menden, D Wang, MJ Mason, B Szalai, KC Bulusu, Y Guan, T Yu, ...
Nature communications 10 (1), 1-17, 2019
Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms
T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ...
JAMA network open 3 (3), e200265-e200265, 2020
Obesity and genetics regulate microRNAs in islets, liver, and adipose of diabetic mice
E Zhao, MP Keller, ME Rabaglia, AT Oler, DS Stapleton, KL Schueler, ...
Mammalian Genome 20 (8), 476-485, 2009
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open …
J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ...
The Lancet Oncology 18 (1), 132-142, 2017
Inferring causal phenotype networks from segregating populations
E Chaibub Neto, CT Ferrara, AD Attie, BS Yandell
Genetics 179 (2), 1089-1100, 2008
Causal graphical models in systems genetics: a unified framework for joint inference of causal network and genetic architecture for correlated phenotypes
EC Neto, MP Keller, AD Attie, BS Yandell
The annals of applied statistics 4 (1), 320, 2010
Indicators of retention in remote digital health studies: a cross-study evaluation of 100,000 participants
A Pratap, EC Neto, P Snyder, C Stepnowsky, N Elhadad, D Grant, ...
NPJ digital medicine 3 (1), 1-10, 2020
A combination of hand-held models and computer imaging programs helps students answer oral questions about molecular structure and function: a controlled investigation of …
MA Harris, RF Peck, S Colton, J Morris, E Chaibub Neto, J Kallio
CBE—Life Sciences Education 8 (1), 29-43, 2009
Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis
SK Sieberts, F Zhu, J García-García, E Stahl, A Pratap, G Pandey, ...
Nature communications 7 (1), 1-10, 2016
Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease
GI Allen, N Amoroso, C Anghel, V Balagurusamy, CJ Bare, D Beaton, ...
Alzheimer's & Dementia 12 (6), 645-653, 2016
Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clustering
C Gaiteri, M Chen, B Szymanski, K Kuzmin, J Xie, C Lee, T Blanche, ...
Scientific reports 5 (1), 1-14, 2015
Modeling causality for pairs of phenotypes in system genetics
EC Neto, AT Broman, MP Keller, AD Attie, B Zhang, J Zhu, BS Yandell
Genetics 193 (3), 1003-1013, 2013
Detecting the impact of subject characteristics on machine learning-based diagnostic applications
E Chaibub Neto, A Pratap, TM Perumal, M Tummalacherla, P Snyder, ...
NPJ digital medicine 2 (1), 1-6, 2019
The transcription factor Nfatc2 regulates β-cell proliferation and genes associated with type 2 diabetes in mouse and human islets
MP Keller, PK Paul, ME Rabaglia, DS Stapleton, KL Schueler, AT Broman, ...
PLoS genetics 12 (12), e1006466, 2016
The stream algorithm: computationally efficient ridge-regression via Bayesian model averaging, and applications to pharmacogenomic prediction of cancer cell line sensitivity
EC Neto, IS Jang, SH Friend, AA Margolin
Biocomputing 2014, 27-38, 2014
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Artículos 1–20