A complex human gut microbiome cultured in an anaerobic intestine-on-a-chip

Sasan Jalili‐Firoozinezhad, Francesca S. Gazzaniga, Elizabeth Calamari, +14

Nature Biomedical Engineering

BiologyProbioticAnaerobic Intestine-on-a-chipAnaerobic CulturingDysbiosis +12

Robotic fluidic coupling and interrogation of multiple vascularized organ chips

Richard Novák, M. Ingram, Susan Marquez, +54

Nature Biomedical Engineering

EngineeringRobotic Fluidic CouplingSoft RoboticsLab-on-a-chipOrgan-on-a-chip +4

Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks

Bret Nestor, Matthew B. A. McDermott, Willie Boag, +5

arXiv (Cornell University)

EngineeringMachine LearningMortality PredictionDiagnosisFeature Robustness +19

Digital microfluidic platform for dielectrophoretic patterning of cells encapsulated in hydrogel droplets

Bret Nestor, Ehsan Samiei, Roya Samanipour, +7

RSC Advances

Tissue EngineeringEngineeringBiofabricationOrgan-on-a-chipDigital Microfluidic Platform +15

Scalable Fabrication of Stretchable, Dual Channel, Microfluidic Organ Chips

Richard Novák, Meredyth Didier, Elizabeth Calamari, +8

Journal of Visualized Experiments

Tissue EngineeringLead CompoundsCell Culture DevicesEngineeringFlexible Electronics +12

Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation

Bret Nestor, Matthew B. A. McDermott, Geeticka Chauhan, +4

arXiv (Cornell University)

EngineeringMachine LearningMachine Learning ToolDisease ClassificationFeature Aggregation +22

Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks

Bret Nestor, Matthew B. A. McDermott, Willie Boag, +5

Machine Learning for Healthcare Conference

EngineeringMachine LearningMortality PredictionDiagnosisFeature Robustness +19

A comprehensive EHR timeseries pre-training benchmark

Matthew B. A. McDermott, Bret Nestor, Evan Kim, +4

EngineeringMachine LearningEhr SystemsComprehensive Ehr TimeseriesData Science +14

Complex human gut microbiome cultured in anaerobic human intestine chips

Sasan Jalili‐Firoozinezhad, Francesca S. Gazzaniga, Elizabeth Calamari, +12

Organ ChipProbioticDysbiosisAnaerobic CulturingHost-microbe Interactions +13

Machine learning COVID-19 detection from wearables

Bret Nestor, Jaryd Hunter, Raghu Kainkaryam, +7

The Lancet Digital Health