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Artificial Intelligence in Cardiac Imaging

Artificial Intelligence in Cardiac Imaging diagram by Nirschl et al, PLOS One
Nirschl et al, PLOS One

Artificial intelligence (ai) techniques are increasingly applied to cardiovascular (cv) medicine in cardiac imaging analysis. Here is the latest research.

Top 20 most recent papers
IEEE Transactions on Medical Imaging

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

IEEE Transactions on Medical ImagingMarch 16, 2016
Nima Tajbakhsh Jianming Liang
23
1
1
1225
Journal of the American College of Cardiology

Artificial Intelligence in Cardiovascular Imaging: JACC State-of-the-Art Review

Journal of the American College of CardiologyMarch 23, 2019
Damini DeyThomas H Marwick
136
3
104
1
Expert Review of Medical Devices

Cardiac imaging: working towards fully-automated machine analysis & interpretation

Expert Review of Medical DevicesMarch 10, 2017
Piotr SlomkaGuido Germano
1
1
116
Computer Methods and Programs in Biomedicine

Image processing and machine learning for fully automated probabilistic evaluation of medical images

Computer Methods and Programs in BiomedicineSeptember 18, 2010
Luka Sajn, Matjaž Kukar
Circulation. Arrhythmia and Electrophysiology

Substrate Spatial Complexity Analysis for the Prediction of Ventricular Arrhythmias in Patients with Ischemic Cardiomyopathy

Circulation. Arrhythmia and ElectrophysiologyMarch 20, 2020
David R OkadaKatherine C Wu
7
Medical Image Computing and Computer-assisted Intervention : MICCAI

Tracking and analysis of cine-delayed enhancement MR

Medical Image Computing and Computer-assisted Intervention : MICCAIMay 12, 2006
Thomas O'DonnellRichard D White
Revista Española De Cardiología

Applications of Artificial Intelligence in Cardiology. The Future is Already Here

Revista Española De CardiologíaOctober 16, 2019
P Ignacio Dorado-DíazPedro L Sánchez
19
31
JACC. Cardiovascular Imaging

State-of-the-Art Deep Learning in Cardiovascular Image Analysis

JACC. Cardiovascular ImagingAugust 10, 2019
Geert LitjensIvana Išgum
81
1
115
Current Treatment Options in Cardiovascular Medicine

Artificial Intelligence in Cardiovascular Medicine

Current Treatment Options in Cardiovascular MedicineMay 16, 2019
Karthik SeetharamPartho P Sengupta
2
41
Current Cardiology Reports

Machine Meets Biology: a Primer on Artificial Intelligence in Cardiology and Cardiac Imaging

Current Cardiology ReportsOctober 19, 2018
Matthew E Dilsizian, Eliot L Siegel
IEEE Journal of Biomedical and Health Informatics

Position Paper Computational Cardiology

IEEE Journal of Biomedical and Health InformaticsOctober 23, 2018
Lambros AthanasiouElazer R Edelman
1
7
IEEE Transactions on Medical Imaging

Simulation and Synthesis in Medical Imaging

IEEE Transactions on Medical ImagingSeptember 26, 2018
Alejandro F FrangiJerry L Prince
4
104
Fetal Diagnosis and Therapy

Machine Learning in Fetal Cardiology: What to Expect

Fetal Diagnosis and TherapyJanuary 8, 2020
Patricia Garcia-CanadillaBart Bijnens
7
Current Cardiovascular Imaging Reports

New Trends in Quantitative Nuclear Cardiology Methods

Current Cardiovascular Imaging ReportsOctober 9, 2018
Javier GomezPiotr Slomka
IEEE Reviews in Biomedical Engineering

Deep Learning in Cardiology

IEEE Reviews in Biomedical EngineeringDecember 12, 2018
Paschalis Bizopoulos, Dimitrios Koutsouris
8
101

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