Zobrazeno 1 - 10
of 419
pro vyhledávání: '"Do, Cuong"'
Federated Learning (FL) is a promising paradigm that offers significant advancements in privacy-preserving, decentralized machine learning by enabling collaborative training of models across distributed devices without centralizing data. However, the
Externí odkaz:
http://arxiv.org/abs/2405.20431
Domain shift is a formidable issue in Machine Learning that causes a model to suffer from performance degradation when tested on unseen domains. Federated Domain Generalization (FedDG) attempts to train a global model using collaborative clients in a
Externí odkaz:
http://arxiv.org/abs/2403.15605
Autor:
Nguyen, Cuong V., Do, Cuong D.
The adoption of deep learning in ECG diagnosis is often hindered by the scarcity of large, well-labeled datasets in real-world scenarios, leading to the use of transfer learning to leverage features learned from larger datasets. Yet the prevailing as
Externí odkaz:
http://arxiv.org/abs/2402.02021
Objective: The Vision Zero initiative pursues the goal of eliminating all traffic fatalities and severe injuries. Today’s advanced driver assistance systems (ADAS) are an important part of the strategy toward Vision Zero. In Germany in 2018 more th
Externí odkaz:
https://publish.fid-move.qucosa.de/id/qucosa%3A72241
https://publish.fid-move.qucosa.de/api/qucosa%3A72241/attachment/ATT-0/
https://publish.fid-move.qucosa.de/api/qucosa%3A72241/attachment/ATT-0/
In practical electrocardiography (ECG) interpretation, the scarcity of well-annotated data is a common challenge. Transfer learning techniques are valuable in such situations, yet the assessment of transferability has received limited attention. To t
Externí odkaz:
http://arxiv.org/abs/2311.04224
Autor:
Nguyen, Nghia T., Luu, Long, Vo, Phuong L., Nguyen, Thi Thanh Sang, Do, Cuong T., Nguyen, Ngoc-thanh
Dynamic adaptive streaming over HTTP (DASH) has been widely used in video streaming recently. In DASH, the client downloads video chunks in order from a server. The rate adaptation function at the video client enhances the user's quality-of-experienc
Externí odkaz:
http://arxiv.org/abs/2308.11621
Nowadays, an increasing number of people are being diagnosed with cardiovascular diseases (CVDs), the leading cause of death globally. The gold standard for identifying these heart problems is via electrocardiogram (ECG). The standard 12-lead ECG is
Externí odkaz:
http://arxiv.org/abs/2208.07088
The COVID-19 pandemic has exposed the vulnerability of healthcare services worldwide, raising the need to develop novel tools to provide rapid and cost-effective screening and diagnosis. Clinical reports indicated that COVID-19 infection may cause ca
Externí odkaz:
http://arxiv.org/abs/2208.05433
Sleep apnea (SA) is a type of sleep disorder characterized by snoring and chronic sleeplessness, which can lead to serious conditions such as high blood pressure, heart failure, and cardiomyopathy (enlargement of the muscle tissue of the heart). The
Externí odkaz:
http://arxiv.org/abs/2208.03408
Cardiovascular diseases (CVDs) are a group of heart and blood vessel disorders that is one of the most serious dangers to human health, and the number of such patients is still growing. Early and accurate detection plays a key role in successful trea
Externí odkaz:
http://arxiv.org/abs/2207.12381