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pro vyhledávání: '"Matsopoulos, A"'
This work introduces EffiSegNet, a novel segmentation framework leveraging transfer learning with a pre-trained Convolutional Neural Network (CNN) classifier as its backbone. Deviating from traditional architectures with a symmetric U-shape, EffiSegN
Externí odkaz:
http://arxiv.org/abs/2407.16298
Autor:
Vezakis, Ioannis, Vezakis, Antonios, Gourtsoyianni, Sofia, Koutoulidis, Vassilis, Matsopoulos, George K., Koutsouris, Dimitrios
Deep Convolutional Neural Networks (CNNs) for image classification successively alternate convolutions and downsampling operations, such as pooling layers or strided convolutions, resulting in lower resolution features the deeper the network gets. Th
Externí odkaz:
http://arxiv.org/abs/2209.13661
Autor:
Georgios Papagiannis, Αthanasios Triantafyllou, Konstantina G. Yiannopoulou, George Georgoudis, Maria Kyriakidou, Panagiotis Gkrilias, Apostolos Z. Skouras, Xhoi Bega, Dimitrios Stasinopoulos, George Matsopoulos, Pantelis Syringas, Nikolaos Tselikas, Orestis Zestas, Vassiliki Potsika, Athanasios Pardalis, Christoforos Papaioannou, Vasilios Protopappas, Nikolas Malizos, Nikolaos Tachos, Dimitrios I. Fotiadis
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract A popular and widely suggested measure for assessing unilateral hand motor skills in stroke patients is the box and block test (BBT). Our study aimed to create an augmented reality enhanced version of the BBT (AR-BBT) and evaluate its correl
Externí odkaz:
https://doaj.org/article/d01de490fa7b4c7a9e930bc5282baea7
Autor:
Triantafyllou, George, Botis, George, Vassiou, Katerina, Vlychou, Marianna, Tsakotos, George, Kalamatianos, Theodosis, Matsopoulos, George, Piagkou, Maria
Publikováno v:
In Annals of Anatomy January 2025 257
Autor:
Dimitra Amoiridou, Kostakis Gkiatis, Ioannis Kakkos, Kyriakos Garganis, George K. Matsopoulos
Publikováno v:
Applied Sciences, Vol 14, Iss 18, p 8336 (2024)
Epilepsy is a common neurological disorder that affects millions of people worldwide, disrupting brain networks and causing recurrent seizures. In this regard, investigating the distinctive characteristics of brain connectivity is crucial to understa
Externí odkaz:
https://doaj.org/article/7eadca50de52453283a2a99d98d1ba59
Autor:
Zaridis, Dimitrios I., Mylona, Eugenia, Tsiknakis, Nikos, Tachos, Nikolaos S., Matsopoulos, George K., Marias, Kostas, Tsiknakis, Manolis, Fotiadis, Dimitrios I.
Publikováno v:
In Patterns 12 July 2024 5(7)
Autor:
Zaridis, Dimitrios I., Mylona, Eugenia, Tachos, Nikolaos, Kalantzopoulos, Charalampos Ν., Marias, Kostas, Tsiknakis, Manolis, Matsopoulos, George K., Koutsouris, Dimitrios D., Fotiadis, Dimitrios I.
Publikováno v:
In Biomedical Signal Processing and Control July 2024 93
Autor:
Olympia Giannakopoulou, Ioannis Kakkos, Georgios N. Dimitrakopoulos, Marilena Tarousi, Yu Sun, Anastasios Bezerianos, Dimitrios D. Koutsouris, George K. Matsopoulos
Publikováno v:
Sensors, Vol 24, Iss 12, p 3894 (2024)
Mental fatigue during driving poses significant risks to road safety, necessitating accurate assessment methods to mitigate potential hazards. This study explores the impact of individual variability in brain networks on driving fatigue assessment, h
Externí odkaz:
https://doaj.org/article/b1035fb527c9437e8885b047b1aea9ba
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