Geoffrey H Tison MD, MPH

Geoffrey H Tison MD, MPH

University of California, San Francisco

H-index: 23

North America-United States

About Geoffrey H Tison MD, MPH

Geoffrey H Tison MD, MPH, With an exceptional h-index of 23 and a recent h-index of 23 (since 2020), a distinguished researcher at University of California, San Francisco, specializes in the field of cardiac disease prevention, machine learning, AI in medicine, risk prediction.

His recent articles reflect a diverse array of research interests and contributions to the field:

ACCELERATED CARDIAC AGING LINKED TO 20 PROTEOMIC MARKERS AND 20 GENETIC LOCI

Artificial Intelligence to Complement, Not Replace, Clinical Knowledge: Reading Between the Lines

Continuous Atrial Fibrillation Monitoring From Photoplethysmography: Comparison Between Supervised Deep Learning and Heuristic Signal Processing

ASSOCIATION BETWEEN ECG-BASED DEEP LEARNING PREDICTION OF PULMONARY HYPERTENSION AND TRANSTHORACIC ECHOCARDIOGRAM ESTIMATION OF PULMONARY ARTERY SYSTOLIC PRESSURE

A generalizable electrocardiogram-based artificial intelligence model for 10-year heart failure risk prediction

Identification of supraventricular tachycardia mechanisms with surface electrocardiograms using a convolutional neural network

Deep learning augmented ECG analysis to identify biomarker-defined myocardial injury

Evaluation of Stenoses Using AI Video Models Applied to Coronary Angiographies

Geoffrey H Tison MD, MPH Information

University

Position

Division of Cardiology

Citations(all)

5649

Citations(since 2020)

5435

Cited By

1762

hIndex(all)

23

hIndex(since 2020)

23

i10Index(all)

35

i10Index(since 2020)

33

Email

University Profile Page

University of California, San Francisco

Google Scholar

View Google Scholar Profile

Geoffrey H Tison MD, MPH Skills & Research Interests

cardiac disease prevention

machine learning

AI in medicine

risk prediction

Top articles of Geoffrey H Tison MD, MPH

Title

Journal

Author(s)

Publication Date

ACCELERATED CARDIAC AGING LINKED TO 20 PROTEOMIC MARKERS AND 20 GENETIC LOCI

Journal of the American College of Cardiology

James Brundage

Geoffrey H Tison

James Pirruccello

2024/4/2

Artificial Intelligence to Complement, Not Replace, Clinical Knowledge: Reading Between the Lines

Joshua P Barrios

Madhav R Seshadri

Geoffrey H Tison

2024/4/1

Continuous Atrial Fibrillation Monitoring From Photoplethysmography: Comparison Between Supervised Deep Learning and Heuristic Signal Processing

JACC: Clinical Electrophysiology

Pavel Antiperovitch

David Mortara

Joshua Barrios

Robert Avram

Kimberly Yee

...

2024/2/7

ASSOCIATION BETWEEN ECG-BASED DEEP LEARNING PREDICTION OF PULMONARY HYPERTENSION AND TRANSTHORACIC ECHOCARDIOGRAM ESTIMATION OF PULMONARY ARTERY SYSTOLIC PRESSURE

Journal of the American College of Cardiology

Albert K Feeny

Joshua Barrios

Sean Abreau

Jeffrey E Olgin

Mandar Aras

...

2023/3/7

A generalizable electrocardiogram-based artificial intelligence model for 10-year heart failure risk prediction

Cardiovascular Digital Health Journal

Liam Butler

Ibrahim Karabayir

Dalane W Kitzman

Alvaro Alonso

Geoffrey H Tison

...

2023/12/1

Identification of supraventricular tachycardia mechanisms with surface electrocardiograms using a convolutional neural network

Heart Rhythm O2

Satoshi Higuchi

Roland Li

Edward P Gerstenfeld

L Bing Liem

Sung Il Im

...

2023/8/1

Deep learning augmented ECG analysis to identify biomarker-defined myocardial injury

Scientific reports

Gunvant R Chaudhari

Jacob J Mayfield

Joshua P Barrios

Sean Abreau

Robert Avram

...

2023/2/27

Evaluation of Stenoses Using AI Video Models Applied to Coronary Angiographies

Robert Avram

Elodie Labrecque-Langlais

Denis Corbin

Olivier Tastet

Ahmad Hayek

...

2023/11/23

Interindividual Variability in Self-Monitoring of Blood Pressure Using Consumer-Purchased Wireless Devices

Nursing research

Yaguang Zheng

Yanfu Zhang

Heng Huang

Geoffrey H Tison

Lora E Burke

...

2023/7/1

Patient-Level Artificial Intelligence–Enhanced Electrocardiography in Hypertrophic Cardiomyopathy: Longitudinal Treatment and Clinical Biomarker Correlations

JACC: Advances

Konstantinos C Siontis

Sean Abreau

Zachi I Attia

Joshua P Barrios

Thomas A Dewland

...

2023/10/1

Electrocardiogram detection of pulmonary hypertension using deep learning

Journal of Cardiac Failure

Mandar A Aras

Sean Abreau

Hunter Mills

Lakshmi Radhakrishnan

Liviu Klein

...

2023/7/1

CathAI: fully automated coronary angiography interpretation and stenosis estimation

Journal of the American College of Cardiology

Robert Avram

Jeffrey Olgin

Alvin Wan

Zeeshan Ahmed

Louis Verreault-Julien

...

2021/5/11

Automated assessment of cardiac systolic function from coronary angiograms with video-based artificial intelligence algorithms

JAMA cardiology

Robert Avram

Joshua P Barrios

Sean Abreau

Cheng Yee Goh

Zeeshan Ahmed

...

2023/6/1

Identifying mitral valve prolapse at risk for arrhythmias and fibrosis from electrocardiograms using deep learning

JACC: Advances

Geoffrey H Tison

Sean Abreau

Joshua Barrios

Lisa J Lim

Michelle Yang

...

2023/8/1

Benchmd: A benchmark for modality-agnostic learning on medical images and sensors

arXiv preprint arXiv:2304.08486

Kathryn Wantlin

Chenwei Wu

Shih-Cheng Huang

Oishi Banerjee

Farah Dadabhoy

...

2023/4/17

Deep learning electrocardiographic analysis for detection of left-sided valvular heart disease

Journal of the American College of Cardiology

Pierre Elias

Timothy J Poterucha

Vijay Rajaram

Luca Matos Moller

Victor Rodriguez

...

2022/8/9

Conditional synthetic data generation for robust machine learning applications with limited pandemic data

Proceedings of the AAAI Conference on Artificial Intelligence

Hari Prasanna Das

Ryan Tran

Japjot Singh

Xiangyu Yue

Geoffrey Tison

...

2022/6/28

Advancing cardiovascular medicine with machine learning: Progress, potential, and perspective

Joshua P Barrios

Geoffrey H Tison

2022/12/20

Assessment of disease status and treatment response with artificial intelligence− enhanced electrocardiography in obstructive hypertrophic cardiomyopathy

Journal of the American College of Cardiology

Geoffrey H Tison

Konstantinos C Siontis

Sean Abreau

Zachi Attia

Priyanka Agarwal

...

2022/3/15

Impact of Mavacamten on Artificial Intelligence Electrocardiographic Diagnosis of Hypertrophic Cardiomyopathy in the EXPLORER-HCM Trial

Circulation

Konstantinos C Siontis

Joshua P Barrios

Zachi I Attia

Sean A Abreau

Theodore P Abraham

...

2022/11/8

See List of Professors in Geoffrey H Tison MD, MPH University(University of California, San Francisco)