Detecting and Classifying Myocardial Infarction in Echocardiogram Frames with an Enhanced CNN Algorithm and ECV-3D Network
S Deepika, N Jaisankar - IEEE Access, 2024 - ieeexplore.ieee.org
Myocardial infarction is a serious medical condition that requires prompt and accurate
diagnosis for effective treatment. In this paper, we present a novel approach for detecting …
diagnosis for effective treatment. In this paper, we present a novel approach for detecting …
Enhancing reginal wall abnormality detection accuracy: Integrating machine learning, optical flow algorithms, and temporal convolutional networks in multi-view …
Background Regional Wall Motion Abnormality (RWMA) serves as an early indicator of
myocardial infarction (MI), the global leader in mortality. Accurate and early detection of …
myocardial infarction (MI), the global leader in mortality. Accurate and early detection of …
Enhanced Heart Disease Classification Using Dual Attention Mechanisms and 3D-Echo Fusion Algorithm in Echocardiogram Videos
Heart disease remains a leading cause of mortality worldwide, making early detection and
diagnosis crucial for preventing severe outcomes. Echocardiogram based classification of …
diagnosis crucial for preventing severe outcomes. Echocardiogram based classification of …
A Multi-Scale Grid Attention Based Network for Blood Vessel Extraction from Retinal Fundus Images
X Wang, M Peng, Y Zheng, J Yu… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Accurate blood vessel extraction in medical images is a key step in the diagnose of vascular-
related diseases and can also provide important guiding information for surgery. However …
related diseases and can also provide important guiding information for surgery. However …
Deep Learning for Coronary Artery Stenosis Localization: Comparative Insights from Electrocardiograms (ECG), Photoplethysmograph (PPG) and Their Fusion.
Coronary artery stenosis (CAS) is a critical cardiovascular condition that demands accurate
localization for effective treatment and improved patient outcomes. This study addresses the …
localization for effective treatment and improved patient outcomes. This study addresses the …
[PDF][PDF] Improved Segmentation Methods for Ultrasound Breast Imagery
AKA Hussin - 2024 - researchgate.net
Early detection of diseases through advancing medical image analysis by applying
advanced machine learning techniques has the potential of improving patients' lives. This …
advanced machine learning techniques has the potential of improving patients' lives. This …