Vibha K. Gupta

Emergency Medicine
275 W MacArthur Blvd
Oakland, CA 94611

Last Updated: 09/26/2026

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Found 20 publications

Multimodal deep learning for acute myocardial infarction detection from 12-lead electrocardiogram: a multi-centre study with cross-hospital validation.

Multimodal deep learning for acute myocardial infarction detection from 12-lead electrocardiogram: a multi-centre study with cross-hospital validation.

Journal: European heart journal. Digital health
Published: July 25, 2025

Multi-modal deep-learning troponin prediction from electrocardiograms and demographic data.

Multi-modal deep-learning troponin prediction from electrocardiograms and demographic data.

Journal: European heart journal. Digital health
Published: June 30, 2025

Correction: The evidence supporting AHA guidelines on adult cardiopulmonary resuscitation (CPR).

Correction: The evidence supporting AHA guidelines on adult cardiopulmonary resuscitation (CPR).

Journal: PloS one
Published: June 10, 2025

Predicting 30-day survival after in-hospital cardiac arrest: a nationwide cohort study using machine learning and SHAP analysis.

Predicting 30-day survival after in-hospital cardiac arrest: a nationwide cohort study using machine learning and SHAP analysis.

Journal: BMJ open
Published: April 27, 2025

Simultaneous electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) data during an inner speech task.

Simultaneous electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) data during an inner speech task.

Journal: Data in brief
Published: March 21, 2025

Fully Automated Diagnosis of Acute Myocardial Infarction Using Electrocardiograms and Multimodal Deep Learning.

Fully Automated Diagnosis of Acute Myocardial Infarction Using Electrocardiograms and Multimodal Deep Learning.

Journal: JACC. Advances
Published: March 12, 2025

Improving inner speech decoding by hybridisation of bimodal EEG and fMRI data.

Improving inner speech decoding by hybridisation of bimodal EEG and fMRI data.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Published: March 05, 2025

Integrating deep learning with ECG, heart rate variability and demographic data for improved detection of atrial fibrillation.

Integrating deep learning with ECG, heart rate variability and demographic data for improved detection of atrial fibrillation.

Journal: Open heart
Published: January 27, 2025

Multi-instance learning with attention mechanism for coronary artery stenosis detection on coronary computed tomography angiography.

Multi-instance learning with attention mechanism for coronary artery stenosis detection on coronary computed tomography angiography.

Journal: European heart journal. Digital health
Published: December 24, 2024

End-to-end deep-learning model for the detection of coronary artery stenosis on coronary CT images.

End-to-end deep-learning model for the detection of coronary artery stenosis on coronary CT images.

Journal: Open heart
Published: October 04, 2024

Predicting troponin biomarker elevation from electrocardiograms using a deep neural network.

Predicting troponin biomarker elevation from electrocardiograms using a deep neural network.

Journal: Open heart
Published: September 04, 2024

Prediction of neurologic outcome after out-of-hospital cardiac arrest: An interpretable approach with machine learning.

Prediction of neurologic outcome after out-of-hospital cardiac arrest: An interpretable approach with machine learning.

Journal: Resuscitation
Published: June 08, 2024
Showing 1-12 of 20

Last Updated: 09/26/2026