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Bret Nestor
Bret Nestor
Postdoctoral Researcher, University of Washington
Verified email at cs.washington.edu
Title
Cited by
Cited by
Year
A complex human gut microbiome cultured in an anaerobic intestine-on-a-chip
S Jalili-Firoozinezhad, FS Gazzaniga, EL Calamari, DM Camacho, ...
Nature biomedical engineering 3 (7), 520-531, 2019
5972019
Robotic fluidic coupling and interrogation of multiple vascularized organ chips
R Novak, M Ingram, S Marquez, D Das, A Delahanty, A Herland, BM Maoz, ...
Nature biomedical engineering 4 (4), 407-420, 2020
3042020
Feature robustness in non-stationary health records: caveats to deployable model performance in common clinical machine learning tasks
B Nestor, MBA McDermott, W Boag, G Berner, T Naumann, MC Hughes, ...
Machine Learning for Healthcare Conference, 381-405, 2019
169*2019
A comprehensive EHR timeseries pre-training benchmark
M McDermott, B Nestor, E Kim, W Zhang, A Goldenberg, P Szolovits, ...
Proceedings of the Conference on Health, Inference, and Learning, 257-278, 2021
50*2021
Digital microfluidic platform for dielectrophoretic patterning of cells encapsulated in hydrogel droplets
BA Nestor, E Samiei, R Samanipour, A Gupta, A Van den Berg, ...
RSC advances 6 (62), 57409-57416, 2016
442016
Scalable Fabrication of Stretchable, Dual Channel, Microfluidic Organ Chips
R Novak, M Didier, E Calamari, CF Ng, Y Choe, SL Clauson, BA Nestor, ...
J. Vis. Exp., e58151, 2018
412018
Dear watch, should I get a COVID-19 test? Designing deployable machine learning for wearables
B Nestor, J Hunter, R Kainkaryam, E Drysdale, JB Inglis, A Shapiro, ...
MedRXiv, 2021.05. 11.21257052, 2021
132021
Cross-language aphasia detection using optimal transport domain adaptation
A Balagopalan, J Novikova, MBA Mcdermott, B Nestor, T Naumann, ...
Machine Learning for Health Workshop, 202-219, 2020
122020
Preparing a Clinical Support Model for Silent Mode in General Internal Medicine
B Nestor, LG McCoy, A Verma, C Pou-Prom, J Murray, S Kuzulugil, D Dai, ...
Machine Learning for Health Care, 2020
102020
Robotic fluidic coupling and interrogation of multiple vascularized organ chips. Nat Biomed Eng 4: 407–420
R Novak, M Ingram, S Marquez, D Das, A Delahanty, A Herland, BM Maoz, ...
82020
Simulation of Anastomosis in Coronary Artery Bypass Surgery
G Mohammadi, H., Nestor, B. & Fradet
Cardiovasc Eng Tech, 2016
62016
Machine learning COVID-19 detection from wearables
B Nestor, J Hunter, R Kainkaryam, E Drysdale, JB Inglis, A Shapiro, ...
The Lancet Digital Health 5 (4), e182-e184, 2023
52023
Event Stream GPT: a data pre-processing and modeling library for generative, pre-trained transformers over continuous-time sequences of complex events
M McDermott, B Nestor, P Argaw, IS Kohane
Advances in Neural Information Processing Systems 36, 2024
42024
Developing and validating a prediction model for death or critical illness in hospitalized adults, an opportunity for human-computer collaboration
AA Verma, C Pou-Prom, LG McCoy, J Murray, B Nestor, S Bell, O Mourad, ...
Critical Care Explorations 5 (5), e0897, 2023
42023
Clinical artificial intelligence: Design principles and fallacies
MBA McDermott, B Nestor, P Szolovits
Clinics in Laboratory Medicine 43 (1), 29-46, 2023
42023
Machine Learning for Healthcare Conference
B Nestor, MB McDermott, W Boag, G Berner, T Naumann, MC Hughes, ...
PMLR, 2019
32019
Complex human gut microbiome cultured in an anaerobic human gut-on-a-chip
R Novak, S Jalili-Firoozinezhad, FS Gazzaniga, EL Calamari, ...
US Patent 11,807,871, 2023
22023
Complex Human Gut Microbiome Cultured In An Anaerobic Human Gut-On-A-Chip
R Novak, S Jalili-Firoozinezhad, FS Gazzaniga, E Calamari, ...
US Patent App. 18/226,184, 2024
2024
Satisfying Model Validity for Robust Clinical Machine Learning for Time-Series
BA Nestor
University of Toronto, 2023
2023
Feature Restricted Group Dropout for Robust Electronic Health Record Predictions
B Nestor, A Goldenberg, M Ghassemi
2022
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