Signal Processing · Electrical Eng. & Systems
Machine Learning Techniques for Source Localisation in Elastic Media
Bansi Mandalia, Steve Greenwald, Simon Shaw, Gregory Slabaugh
2024-04-25
Computer Vision and Pattern Recognition · Computer Science
Cardiac Output Prediction from Echocardiograms: Self-Supervised Learning with Limited Data
Adson Duarte, Davide Vitturini, Emanuele Milillo, Andrea Bragagnolo +8
2026-02-17
Image and Video Processing · Electrical Eng. & Systems
Towards reliable calcification detection: calibration of uncertainty in coronary optical coherence tomography images
Hongshan Liu, Xueshen Li, Abdul Latif Bamba, Xiaoyu Song +3
2023-05-10
Computer Vision and Pattern Recognition · Computer Science
Enhancing Coronary Artery Calcium Scoring via Multi-Organ Segmentation on Non-Contrast Cardiac Computed Tomography
Jakub Nalepa, Tomasz Bartczak, Mariusz Bujny, Jarosław Gośliński +6
2025-01-22
Image and Video Processing · Electrical Eng. & Systems
YOLO-Angio: An Algorithm for Coronary Anatomy Segmentation
Tom Liu, Hui Lin, Aggelos K. Katsaggelos, Adrienne Kline
2023-10-25
Computer Vision and Pattern Recognition · Computer Science
Direct and Real-Time Cardiovascular Risk Prediction
Bob D. de Vos, Nikolas Lessmann, Pim A. de Jong, Max A. Viergever +1
2017-12-11
Tissues and Organs · Quantitative Biology
Computer Assisted Localization of a Heart Arrhythmia
Chris Vogl, Peng Zheng, Stephen P. Seslar, Aleksandr Y. Aravkin
2018-07-10
Artificial Intelligence · Computer Science
Predicting Coronary Heart Disease Using a Suite of Machine Learning Models
Jamal Al-Karaki, Philip Ilono, Sanchit Baweja, Jalal Naghiyev +2
2024-09-24
Image and Video Processing · Electrical Eng. & Systems
Automated Deep Learning Analysis of Angiography Video Sequences for Coronary Artery Disease
Chengyang Zhou, Thao Vy Dinh, Heyi Kong, Jonathan Yap +3
2021-02-01
Applications · Statistics
Augmenting expert detection of early coronary artery occlusion from 12 lead electrocardiograms using deep learning
Rob Brisk, Raymond R Bond. Dewar D Finlay, James McLaughlin, Alicja Piadlo +4
2019-11-19
Image and Video Processing · Electrical Eng. & Systems
Dynamic Coronary Roadmapping via Catheter Tip Tracking in X-ray Fluoroscopy with Deep Learning Based Bayesian Filtering
Hua Ma, Ihor Smal, Joost Daemen, Theo van Walsum
2020-01-14
Image and Video Processing · Electrical Eng. & Systems
Coronary Artery Plaque Characterization from CCTA Scans using Deep Learning and Radiomics
Felix Denzinger, Michael Wels, Nishant Ravikumar, Katharina Breininger +5
2019-12-16
Signal Processing · Electrical Eng. & Systems
ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction
Nathan T. Riek, Murat Akcakaya, Zeineb Bouzid, Tanmay Gokhale +9
2025-06-25
Computer Vision and Pattern Recognition · Computer Science
Artificial Intelligence System for Detection and Screening of Cardiac Abnormalities using Electrocardiogram Images
Deyun Zhang, Shijia Geng, Yang Zhou, Weilun Xu +27
2023-02-22
Medical Physics · Physics
Basis for a hands free blood flow measurement with automated vessel focus
Reinhard Fuchs, Nathalie Sumrah, Johannes Schwerdt, Michael Unger +4
2025-10-14
Artificial Intelligence · Computer Science
AI Framework for Early Diagnosis of Coronary Artery Disease: An Integration of Borderline SMOTE, Autoencoders and Convolutional Neural Networks Approach
Elham Nasarian, Danial Sharifrazi, Saman Mohsenirad, Kwok Tsui +1
2023-08-30
Image and Video Processing · Electrical Eng. & Systems
Coronary artery calcification assessment in National Lung Screening Trial CT images (DeepCAC2)
Leonard Nürnberg, Simon Bernatz, Borek Foldyna, Michael T. Lu +2
2026-03-27
Computer Vision and Pattern Recognition · Computer Science
Automating Carotid Intima-Media Thickness Video Interpretation with Convolutional Neural Networks
Jae Y. Shin, Nima Tajbakhsh, R. Todd Hurst, Christopher B. Kendall +1
2017-06-05
Applications · Statistics
Nonparametric Bayesian Instrumental Variable Analysis: Evaluating Heterogeneous Effects of Coronary Arterial Access Site Strategies
Samrachana Adhikari, Sherri Rose, Sharon-Lise Normand
2021-02-25
Image and Video Processing · Electrical Eng. & Systems
Artificial Intelligence to Assist in Exclusion of Coronary Atherosclerosis during CCTA Evaluation of Chest-Pain in the Emergency Department: Preparing an Application for Real-World Use
Richard D. White, Barbaros S. Erdal, Mutlu Demirer, Vikash Gupta +8
2020-08-12
Image and Video Processing · Electrical Eng. & Systems
Non-invasive Localization of the Ventricular Excitation Origin Without Patient-specific Geometries Using Deep Learning
Nicolas Pilia, Steffen Schuler, Maike Rees, Gerald Moik +3
2022-09-20
Image and Video Processing · Electrical Eng. & Systems
Bayesian Optimization of 2D Echocardiography Segmentation
Son-Tung Tran, Joshua V. Stough, Xiaoyan Zhang, Christopher M. Haggerty
2022-11-21