Sotabase

Career

· Postdoctoral Researcher, Behavioral Data Science Group at University of Washington

Publications (23)

A complex human gut microbiome cultured in an anaerobic intestine-on-a-chip
Nature Biomedical Engineering · 2019
650
cited
Robotic fluidic coupling and interrogation of multiple vascularized organ chips
Nature Biomedical Engineering · 2020
319
cited
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks
Machine Learning in Health Care · 2019
126
cited
A comprehensive EHR timeseries pre-training benchmark
ACM Conference on Health, Inference, and Learning · 2021
55
cited
Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events
Neural Information Processing Systems · 2023
44
cited
Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation
arXiv.org · 2018
38
cited
Scalable Fabrication of Stretchable, Dual Channel, Microfluidic Organ Chips.
Journal of Visualized Experiments · 2018
34
cited
Digital microfluidic platform for dielectrophoretic patterning of cells encapsulated in hydrogel droplets
2016
32
cited
A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data
arXiv.org · 2020
18
cited
A robotic platform for fluidically-linked human body-on-chips experimentation
bioRxiv · 2019
16
cited
Complex human gut microbiome cultured in anaerobic human intestine chips
bioRxiv · 2018
16
cited
Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation
ML4H@NeurIPS · 2019
15
cited
Dear Watch, Should I get a COVID Test? Designing deployable machine learning for wearables
2021
15
cited
Machine learning COVID-19 detection from wearables
The Lancet Digital Health · 2023
13
cited
Developing and Validating a Prediction Model For Death or Critical Illness in Hospitalized Adults, an Opportunity for Human-Computer Collaboration
Critical Care Explorations · 2023
10
cited
Preparing a Clinical Support Model for Silent Mode in General Internal Medicine
Machine Learning in Health Care · 2020
9
cited
Bayesian Trees for Automated Cytometry Data Analysis.
2019
6
cited
Simulation of Anastomosis in Coronary Artery Bypass Surgery
Cardiovascular Engineering and Technology · 2016
6
cited
Author Correction: A complex human gut microbiome cultured in an anaerobic intestine-on-a-chip
Nature Biomedical Engineering · 2019
5
cited
Clinical Artificial Intelligence: Design Principles and Fallacies.
Clinics in Laboratory Medicine · 2022
3
cited
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Bret Nestor | Researcher Profile | Sotabase | Sotabase