Development and validation of a deep learning pipeline to measure pericardial effusion in echocardiography
CY Cheng, CC Wu, HC Chen, CH Hung… - Frontiers in …, 2023 - frontiersin.org
Objectives The aim of this study was to develop a deep-learning pipeline for the
measurement of pericardial effusion (PE) based on raw echocardiography clips, as current …
measurement of pericardial effusion (PE) based on raw echocardiography clips, as current …
Automated detection and localization of pericardial effusion from point-of-care cardiac ultrasound examination
Abstract Focused Assessment with Sonography in Trauma (FAST) exam is the standard of
care for pericardial and abdominal free fluid detection in emergency medicine. Despite its …
care for pericardial and abdominal free fluid detection in emergency medicine. Despite its …
Development and validation of an end-to-end deep learning pipeline to measure pericardial effusion in echocardiography
CC Wu, CY Cheng, HC Chen, CH Hung, TY Chen… - medRxiv, 2022 - medrxiv.org
Introduction Cardiac tamponade, caused by pericardial effusion (PE), is a life-threatening
condition that can be resolved by timely pericardiocentesis. Nevertheless, PE measurement …
condition that can be resolved by timely pericardiocentesis. Nevertheless, PE measurement …
基於U-Net 之心臟超音波醫學影像分割用於輔助醫療
劉家銘 - 義守大學資訊工程學系學位論文, 2021 - airitilibrary.com
本論文的目標是要自動化標記心臟積水的超音波影像, 為了讓模型能夠達到能夠切出最接近醫師
所認定的積水區域, 使用了U-Net 架構並且替換掉編碼的部分, 改成其他預訓練模型以提升效果 …
所認定的積水區域, 使用了U-Net 架構並且替換掉編碼的部分, 改成其他預訓練模型以提升效果 …
Identification and classification of Chinese traditional musical instruments based on deep learning algorithm
P Cao - The 2nd International Conference on Computing and …, 2021 - dl.acm.org
The classification of musical instruments based on deep learning is the application of deep
learning in the direction of music information retrieval, which is a hot topic in the field of …
learning in the direction of music information retrieval, which is a hot topic in the field of …
Pericardial Effusion Detection on Post-Mortem Computed Tomography Images Using Convolutional Neural Networks
Pericardial effusion can be a sign of significant underlying diease and, in some cases, may
lead to death. Post-mortem computed tomography (PMCT) is a well-established tool to assist …
lead to death. Post-mortem computed tomography (PMCT) is a well-established tool to assist …