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J Weston Hughes
J Weston Hughes
Bestätigte E-Mail-Adresse bei stanford.edu
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A digital biomarker of diabetes from smartphone-based vascular signals
R Avram, JE Olgin, P Kuhar, JW Hughes, GM Marcus, MJ Pletcher, ...
Nature medicine 26 (10), 1576-1582, 2020
832020
Performance of a convolutional neural network and explainability technique for 12-Lead electrocardiogram interpretation
JW Hughes, JE Olgin, R Avram, SA Abreau, T Sittler, K Radia, H Hsia, ...
JAMA cardiology, 2021
782021
Deep learning electrocardiographic analysis for detection of left-sided valvular heart disease
P Elias, TJ Poterucha, V Rajaram, LM Moller, V Rodriguez, S Bhave, ...
Journal of the American College of Cardiology 80 (6), 613-626, 2022
652022
Generating better search engine text advertisements with deep reinforcement learning
JW Hughes, K Chang, R Zhang
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
462019
Deep learning evaluation of biomarkers from echocardiogram videos
JW Hughes, N Yuan, B He, J Ouyang, J Ebinger, P Botting, J Lee, ...
EBioMedicine 73, 2021
452021
Electrocardiographic deep learning for predicting post-procedural mortality: a model development and validation study
D Ouyang, J Theurer, NR Stein, JW Hughes, P Elias, B He, N Yuan, ...
The Lancet Digital Health 6 (1), e70-e78, 2024
22*2024
Multimodal deep learning enhances diagnostic precision in left ventricular hypertrophy
JT Soto, J Weston Hughes, PA Sanchez, M Perez, D Ouyang, EA Ashley
European Heart Journal-Digital Health 3 (3), 380-389, 2022
222022
Deep learning-based electrocardiographic screening for chronic kidney disease
L Holmstrom, M Christensen, N Yuan, J Weston Hughes, J Theurer, ...
Communications Medicine 3 (1), 73, 2023
152023
A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease
JW Hughes, J Tooley, J Torres Soto, A Ostropolets, T Poterucha, ...
NPJ digital medicine 6 (1), 169, 2023
122023
Genetic architecture of cardiac dynamic flow volumes
B Gomes, A Singh, JW O’Sullivan, TM Schnurr, PC Goddard, S Loong, ...
Nature Genetics 56 (2), 245-257, 2024
62024
Race, sex, and age disparities in the performance of ECG deep learning models predicting heart failure
D Kaur, JW Hughes, AJ Rogers, G Kang, SM Narayan, EA Ashley, ...
Circulation: Heart Failure 17 (1), e010879, 2024
52024
Epitome: predicting epigenetic events in novel cell types with multi-cell deep ensemble learning
AK Morrow, JW Hughes, J Singh, AD Joseph, N Yosef
Nucleic acids research 49 (19), e110-e110, 2021
32021
The Impact of Task Set-up in Algorithm Design: Regression versus Classification
A Vrudhula, JW Hughes, N Yuan, D Ouyang
NEJM AI 1 (4), AIcs2300176, 2024
12024
Epistasis regulates genetic control of cardiac hypertrophy
Q Wang, TM Tang, N Youlton, CS Weldy, AM Kenney, O Ronen, ...
Research Square, 2023
12023
Development and Validation of a Rapid Visual Technique for Left Ventricular Hypertrophy Detection from the Electrocardiogram
S Somani, JW Hughes, EA Ashley, RM Witteles, MV Perez
Frontiers in Cardiovascular Medicine 10, 1251511, 2023
12023
Simple models vs. deep learning in detecting low ejection fraction from the electrocardiogram
JW Hughes, S Somani, P Elias, J Tooley, AJ Rogers, T Poterucha, ...
European Heart Journal-Digital Health, ztae034, 2024
2024
Generating electronic summary documents for landing pages
KH Chang, R Zhang, JW Hughes
US Patent 11,921,766, 2024
2024
Serum Potassium Monitoring using AI-enabled Smart Watch Electrocardiograms
IM Chiu, PJ Wu, H Zhang, JW Hughes, AJ Rogers, L Jalilian, MV Perez, ...
medRxiv, 2024.05. 08.24307064, 2024
2024
Systems and Methods for Evaluating Cardiovascular Disease Risks
JW Hughes, J Zou, EA Ashley, MV Perez
US Patent App. 18/309,648, 2023
2023
Generating electronic summary documents for landing pages
KH Chang, R Zhang, JW Hughes
US Patent 11,449,536, 2022
2022
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