Siamese Convolutional Neural Network for Heartbeat Classification Using Limited 12-Lead ECG Datasets
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3236189
Abstract: The Electrocardiogram (ECG) is a low-cost exam commonly used to diagnose abnormalities in the cardiac cycle. Over the years, the scientific community has investigated the automatic classification of ECG signals driven by advanced Machine Learning… read more here.
Keywords: ecg datasets; classification; ecg; convolutional neural ... See more keywords
Change Detection Based on Deep Siamese Convolutional Network for Optical Aerial Images
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2017.2738149
Abstract: In this letter, we propose a novel supervised change detection method based on a deep siamese convolutional network for optical aerial images. We train a siamese convolutional network using the weighted contrastive loss. The novelty… read more here.
Keywords: network; siamese convolutional; convolutional network; change detection ... See more keywords