Hiroki Shinohara

Tokyo, Japan

Last Updated: 09/26/2026

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Found 29 publications

Enhancing Chest Radiography Artificial Intelligence Model with Electrocardiogram for Improved Detection of Low Ejection Fraction.

Enhancing Chest Radiography Artificial Intelligence Model with Electrocardiogram for Improved Detection of Low Ejection Fraction.

Journal: International heart journal

Published: October 01, 2025

Prevalence, associated factors, and prognostic value of P wave abnormality in patients with coronary artery disease.

Prevalence, associated factors, and prognostic value of P wave abnormality in patients with coronary artery disease.

Journal: International journal of cardiology. Cardiovascular risk and prevention

Published: August 06, 2025

Long-term cardiovascular outcomes after percutaneous coronary intervention in patients with systemic sclerosis.

Long-term cardiovascular outcomes after percutaneous coronary intervention in patients with systemic sclerosis.

Journal: International journal of cardiology. Heart & vasculature

Published: November 29, 2024

An ensemble learning model for detection of pulmonary hypertension using electrocardiogram, chest X-ray, and brain natriuretic peptide.

An ensemble learning model for detection of pulmonary hypertension using electrocardiogram, chest X-ray, and brain natriuretic peptide.

Journal: European heart journal. Digital health

Published: August 09, 2024

Multimodality Risk Assessment of Patients with Ischemic Heart Disease Using Deep Learning Models Applied to Electrocardiograms and Chest X-rays.

Multimodality Risk Assessment of Patients with Ischemic Heart Disease Using Deep Learning Models Applied to Electrocardiograms and Chest X-rays.

Journal: International heart journal

Published: January 31, 2024

Deep Learning Models for Predicting Left Heart Abnormalities From Single-Lead Electrocardiogram for the Development of Wearable Devices.

Deep Learning Models for Predicting Left Heart Abnormalities From Single-Lead Electrocardiogram for the Development of Wearable Devices.

Journal: Circulation journal : official journal of the Japanese Circulation Society

Published: November 15, 2023

The potential of the transformer-based survival analysis model, SurvTrace, for predicting recurrent cardiovascular events and stratifying high-risk patients with ischemic heart disease.

The potential of the transformer-based survival analysis model, SurvTrace, for predicting recurrent cardiovascular events and stratifying high-risk patients with ischemic heart disease.

Journal: PloS one

Published: October 31, 2023

Deep Learning-Based Identification of Echocardiographic Abnormalities From Electrocardiograms.

Deep Learning-Based Identification of Echocardiographic Abnormalities From Electrocardiograms.

Journal: JACC. Asia

Published: October 30, 2023

Applying masked autoencoder-based self-supervised learning for high-capability vision transformers of electrocardiographies.

Applying masked autoencoder-based self-supervised learning for high-capability vision transformers of electrocardiographies.

Journal: PloS one

Published: January 08, 2023

An explainable artificial intelligence-enabled electrocardiogram analysis model for the classification of reduced left ventricular function.

An explainable artificial intelligence-enabled electrocardiogram analysis model for the classification of reduced left ventricular function.

Journal: European heart journal. Digital health

Published: November 21, 2022

Automatic Detection of Left Ventricular Dilatation and Hypertrophy from Electrocardiograms Using Deep Learning.

Automatic Detection of Left Ventricular Dilatation and Hypertrophy from Electrocardiograms Using Deep Learning.

Journal: International heart journal

Published: September 14, 2022

Age prediction from coronary angiography using a deep neural network: Age as a potential label to extract prognosis-related imaging features.

Age prediction from coronary angiography using a deep neural network: Age as a potential label to extract prognosis-related imaging features.

Journal: PloS one

Published: July 26, 2022

Showing 1-12 of 29

Last Updated: 09/26/2026