Bryan He
Stanford University
H-index: 16
North America-United States
Top articles of Bryan He
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Deep learning for transesophageal echocardiography view classification | Scientific Reports | Kirsten R Steffner Matthew Christensen George Gill Michael Bowdish Justin Rhee | 2024/1/2 |
SleepFM: Multi-modal Representation Learning for Sleep across ECG, EEG and Respiratory Signals | RN | Rahul Thapa Bryan He Magnus Ruud Kjær Gauri Ganjoo Hyatt Moore | 2024 |
Electrocardiographic deep learning for predicting post-procedural mortality: a model development and validation study | The Lancet Digital Health | David Ouyang John Theurer Nathan R Stein J Weston Hughes Pierre Elias | 2024/1/1 |
ARTIFICIAL INTELLIGENCE FOR PRECISION RIGHT VENTRICULAR FUNCTION ASSESSMENT | Journal of the American College of Cardiology | Bryan He Ádám Szijártó Márton Tokodi Susan Cheng David Ouyang | 2024/4/2 |
Blinded, randomized trial of sonographer versus AI cardiac function assessment | Nature | Bryan He Alan C Kwan Jae Hyung Cho Neal Yuan Charles Pollick | 2023/4/5 |
AI-enabled assessment of cardiac function and video quality in emergency department point-of-care echocardiograms | The Journal of Emergency Medicine | Bryan He Dev Dash Youyou Duanmu Ting Xu Tan David Ouyang | 2023/2/24 |
Development and Deployment of Machine Learning in Medicine | Bryan Dawei He | 2023 | |
Methods and systems using video-based machine learning for beat-to-beat assessment of cardiac function | 2023/7/18 | ||
Video-based deep learning for automated assessment of left ventricular ejection fraction in pediatric patients | Journal of the American Society of Echocardiography | Charitha D Reddy Leo Lopez David Ouyang James Y Zou Bryan He | 2023/5/1 |
High-throughput precision phenotyping of left ventricular hypertrophy with cardiovascular deep learning | JAMA cardiology | Grant Duffy Paul P Cheng Neal Yuan Bryan He Alan C Kwan | 2022/2/23 |
CloudPred: Predicting patient phenotypes from single-cell RNA-seq | Bryan He Matthew Thomson Meena Subramaniam Richard Perez Chun Jimmie Ye | 2021 | |
Confounders mediate AI prediction of demographics in medical imaging | npj Digital Medicine | Grant Duffy Shoa L Clarke Matthew Christensen Bryan He Neal Yuan | 2022/12/22 |
AI-enabled in silico immunohistochemical characterization for Alzheimer's disease | Cell reports methods | Bryan He Syed Bukhari Edward Fox Abubakar Abid Jeanne Shen | 2022/4/25 |
107 Real-Time Computer Vision TTE Analytics using Existing Ultrasound Workflows | Annals of Emergency Medicine | D Dash B He I Brown J Zou | 2021/10/1 |
How to evaluate deep learning for cancer diagnostics–factors and recommendations | Biochimica et Biophysica Acta (BBA) - Reviews on Cancer | Roxana Daneshjou Bryan He David Ouyang James Y Zou | 2021/1/26 |
Interpretable deep learning prediction of 3d assessment of cardiac function | Grant Duffy Ishan Jain Bryan He David Ouyang | 2021 | |
Super-resolved spatial transcriptomics by deep data fusion | Nature biotechnology | Ludvig Bergenstråhle Bryan He Joseph Bergenstråhle Xesús Abalo Reza Mirzazadeh | 2022/4 |
Deep learning for biomedical videos: perspective and recommendations | David Ouyang Zhenqin Wu Bryan He James Zou | 2021/1/1 | |
Systematic quantification of sources of variation in ejection fraction calculation using deep learning | Cardiovascular Imaging | Neal Yuan Ishan Jain Neeraj Rattehalli Bryan He Charles Pollick | 2021/11/1 |
Deep learning evaluation of biomarkers from echocardiogram videos | EBioMedicine | J Weston Hughes Neal Yuan Bryan He Jiahong Ouyang Joseph Ebinger | 2021/11/1 |
