Geoffrey H. Tison

Orcid: 0000-0002-0310-3326

Affiliations:
  • University of California, San Francisco, CA, USA


According to our database1, Geoffrey H. Tison authored at least 12 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Evaluation of stenoses using AI video models applied to coronary angiography.
npj Digit. Medicine, 2024

2023
CathAI: fully automated coronary angiography interpretation and stenosis estimation.
npj Digit. Medicine, 2023

BenchMD: A Benchmark for Modality-Agnostic Learning on Medical Images and Sensors.
CoRR, 2023

2022
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Machine learning prediction of blood alcohol concentration: a digital signature of smart-breathalyzer behavior.
npj Digit. Medicine, 2021

CathAI: Fully Automated Interpretation of Coronary Angiograms Using Neural Networks.
CoRR, 2021

3KG: Contrastive Learning of 12-Lead Electrocardiograms using Physiologically-Inspired Augmentations.
Proceedings of the Machine Learning for Health, 2021

2019
Real-world heart rate norms in the Health eHeart study.
npj Digit. Medicine, 2019

2018
Identifying heart failure using EMR-based algorithms.
Int. J. Medical Informatics, 2018

Using Multitask Learning to Improve 12-Lead Electrocardiogram Classification.
CoRR, 2018

Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery.
CoRR, 2018

DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018


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