Sotabase

Career

· Researcher, Stanford University2024–
· Research Assistant, Stanford Machine Learning Group
· Graduate Student, Stanford University

Publications (25)

EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2021
141
cited
Systematic benchmarking of omics computational tools
Nature Communications · 2019
120
cited
An automated machine learning-based model predicts postoperative mortality using readily-extractable preoperative electronic health record data.
British Journal of Anaesthesia · 2019
74
cited
Imputation of the continuous arterial line blood pressure waveform from non-invasive measurements using deep learning
Scientific Reports · 2021
64
cited
Bladder Cancer Immunotherapy by BCG Is Associated with a Significantly Reduced Risk of Alzheimer’s Disease and Parkinson’s Disease
Vaccines · 2021
53
cited
SCAMPS: Synthetics for Camera Measurement of Physiological Signals
Neural Information Processing Systems · 2022
52
cited
A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
PLoS ONE · 2020
50
cited
Methylation risk scores are associated with a collection of phenotypes within electronic health record systems
npj Genomic Medicine · 2022
43
cited
Benchmarking of computational error-correction methods for next-generation sequencing data
Genome Biology · 2020
35
cited
Leveraging genomic diversity for discovery in an electronic health record linked biobank: the UCLA ATLAS Community Health Initiative
Genome Medicine · 2022
32
cited
Robust Mendelian randomization in the presence of residual population stratification, batch effects and horizontal pleiotropy
Nature Communications · 2020
24
cited
Automated identification of clinical features from sparsely annotated 3-dimensional medical imaging
npj Digital Medicine · 2021
20
cited
Leveraging genomic diversity for discovery in an EHR-linked biobank: the UCLA ATLAS Community Health Initiative
medRxiv · 2021
18
cited
Beat-to-Beat Cardiac Pulse Rate Measurement From Video
2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) · 2021
17
cited
Pre-existing conditions in Hispanics/Latinxs that are COVID-19 risk factors
iScience · 2021
15
cited
Electronic health record signatures identify undiagnosed patients with common variable immunodeficiency disease
Science Translational Medicine · 2022
14
cited
BATMAN: Fast and Accurate Integration of Single-Cell RNA-Seq Datasets via Minimum-Weight Matching
bioRxiv · 2020
9
cited
Extend and Explain: Interpreting Very Long Language Models
ML4H@NeurIPS · 2022
6
cited
Learning Higher-Order Dynamics in Video-Based Cardiac Measurement
arXiv.org · 2021
4
cited
Preoperative predictions of in-hospital mortality using electronic medical record data
bioRxiv · 2018
3
cited
Sotabase
Brian Hill | Researcher Profile | Sotabase | Sotabase