Zobrazeno 1 - 10
of 255
pro vyhledávání: '"attention U-Net"'
Publikováno v:
Advanced Intelligent Systems, Vol 6, Iss 8, Pp n/a-n/a (2024)
Histopathology plays a pivotal role in medical diagnostics. In contrast to preparing permanent sections for histopathology, a time‐consuming process, preparing frozen sections is significantly faster and can be performed during surgery, where the s
Externí odkaz:
https://doaj.org/article/3a399982bf7e44f7bf4fc6d250dedf98
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 6747-6761 (2024)
The extraction of buildings from high-resolution remote sensing imagery (HRSI) is crucial across various applications and stands as a pivotal task in the field of remote sensing. While recent methods based on convolutional neural networks exhibit sup
Externí odkaz:
https://doaj.org/article/9d45e7d8870b4e37a275e760353f8fd9
Publikováno v:
Energy Reports, Vol 9, Iss , Pp 4325-4336 (2023)
Renewable energy is considered to be an alternate option for limiting the consumption of fossil fuel along with reducing environmental pollution. Among the possible renewable energy resources, solar energy is considered to be the key candidate as it
Externí odkaz:
https://doaj.org/article/db50fee424194ceda66c19f545a36ae5
Autor:
Beatriz P. Garcia-Salgado, Jose A. Almaraz-Damian, Oscar Cervantes-Chavarria, Volodymyr Ponomaryov, Rogelio Reyes-Reyes, Clara Cruz-Ramos, Sergiy Sadovnychiy
Publikováno v:
Applied Sciences, Vol 14, Iss 18, p 8183 (2024)
Ischemic stroke lesion segmentation in MRI images represents significant challenges, particularly due to class imbalance between foreground and background pixels. Several approaches have been developed to achieve higher F1-Scores in stroke lesion seg
Externí odkaz:
https://doaj.org/article/3a7135172d424f6f8b70fa76d81cd66e
Publikováno v:
Mathematics, Vol 12, Iss 14, p 2284 (2024)
The objective of this study was to develop a U-net capable of generating highly accurate 3D models of knee bones, in particular the femur. As part of the approach, a U-net was designed, trained, and validated. In order to achieve these goals, a novel
Externí odkaz:
https://doaj.org/article/14498fc1ef4d4ad6bc60e4dfa1250cfd
Publikováno v:
Frontiers in Medicine, Vol 10 (2023)
BackgroundDiabetic retinopathy-related (DR-related) diseases are posing an increasing threat to eye health as the number of patients with diabetes mellitus that are young increases significantly. The automatic diagnosis of DR-related diseases has ben
Externí odkaz:
https://doaj.org/article/49c422405e6b4a6bbd6d7c2d43f880d9
Autor:
Aman Kushwaha, Rami F. Mourad, Kevin Heist, Humera Tariq, Heang-Ping Chan, Brian D. Ross, Thomas L. Chenevert, Dariya Malyarenko, Lubomir M. Hadjiiski
Publikováno v:
Tomography, Vol 9, Iss 2, Pp 589-602 (2023)
A murine model of myelofibrosis in tibia was used in a co-clinical trial to evaluate segmentation methods for application of image-based biomarkers to assess disease status. The dataset (32 mice with 157 3D MRI scans including 49 test–retest pairs
Externí odkaz:
https://doaj.org/article/57bde20f3b714dee9437b49279f3b73a
Autor:
Zeki Kuş, Berna Kiraz, Tuğçe Koçak Göksu, Musa Aydın, Esra Özkan, Atay Vural, Alper Kiraz, Burhanettin Can
Publikováno v:
Engineering Science and Technology, an International Journal, Vol 46, Iss , Pp 101502- (2023)
Brain vasculature analysis is critical in developing novel treatment targets for neurodegenerative diseases. Such an accurate analysis cannot be performed manually but requires a semi-automated or fully-automated approach. Deep learning methods have
Externí odkaz:
https://doaj.org/article/1a94dc2207174d9b83aaabfdcd876ae4
Akademický článek
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Publikováno v:
智能科学与技术学报, Vol 4, Pp 610-616 (2022)
Lung pathological images are characterized by fuzzy boundary and overlapping and interweining cells.In order to solve the problem of cell segmentation, a lung cell image segmentation method combining Attention U-Net and bottleneck detection was propo
Externí odkaz:
https://doaj.org/article/306018f4c88f4ffeb51288fd7be67511