Zobrazeno 1 - 10
of 1 657
pro vyhledávání: '"A. Deligianni"'
Human motion analysis offers significant potential for healthcare monitoring and early detection of diseases. The advent of radar-based sensing systems has captured the spotlight for they are able to operate without physical contact and they can inte
Externí odkaz:
http://arxiv.org/abs/2411.02099
Semi-supervised medical image segmentation has shown promise in training models with limited labeled data and abundant unlabeled data. However, state-of-the-art methods ignore a potentially valuable source of unsupervised semantic information -- spat
Externí odkaz:
http://arxiv.org/abs/2409.10422
Autor:
Tragakis, Athanasios, Liu, Qianying, Kaul, Chaitanya, Roy, Swalpa Kumar, Dai, Hang, Deligianni, Fani, Murray-Smith, Roderick, Faccio, Daniele
Publikováno v:
2024 IEEE International Symposium on Biomedical Imaging (ISBI)
We propose a novel transformer-style architecture called Global-Local Filter Network (GLFNet) for medical image segmentation and demonstrate its state-of-the-art performance. We replace the self-attention mechanism with a combination of global-local
Externí odkaz:
http://arxiv.org/abs/2403.00396
Publikováno v:
Employee Relations: The International Journal, 2024, Vol. 46, Issue 9, pp. 21-41.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/ER-06-2023-0295
Congenital heart disease (CHD) is a relatively rare disease that affects patients at birth and results in extremely heterogeneous anatomical and functional defects. 12-lead ECG signal is routinely collected in CHD patients because it provides signifi
Externí odkaz:
http://arxiv.org/abs/2312.09437
Radiology reports are detailed text descriptions of the content of medical scans. Each report describes the presence/absence and location of relevant clinical findings, commonly including comparison with prior exams of the same patient to describe ho
Externí odkaz:
http://arxiv.org/abs/2310.05881
Worldwide, many millions of people die suddenly and unexpectedly each year, either with or without a prior history of cardiovascular disease. Such events are sparse (once in a lifetime), many victims will not have had prior investigations for cardiac
Externí odkaz:
http://arxiv.org/abs/2308.16067
The task of radiology reporting comprises describing and interpreting the medical findings in radiographic images, including description of their location and appearance. Automated approaches to radiology reporting require the image to be encoded int
Externí odkaz:
http://arxiv.org/abs/2308.15961
Publikováno v:
BMVC 2023
Semi-supervised learning has demonstrated great potential in medical image segmentation by utilizing knowledge from unlabeled data. However, most existing approaches do not explicitly capture high-level semantic relations between distant regions, whi
Externí odkaz:
http://arxiv.org/abs/2306.14293
Music therapy has emerged recently as a successful intervention that improves patient's outcome in a large range of neurological and mood disorders without adverse effects. Brain networks are entrained to music in ways that can be explained both via
Externí odkaz:
http://arxiv.org/abs/2305.14364