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pro vyhledávání: '"Sarkar, Ram"'
Skin cancer is a highly dangerous type of cancer that requires an accurate diagnosis from experienced physicians. To help physicians diagnose skin cancer more efficiently, a computer-aided diagnosis (CAD) system can be very helpful. In this paper, we
Externí odkaz:
http://arxiv.org/abs/2406.15128
Autor:
Roy, Ayush, Bhattacharjee, Anurag, Oliva, Diego, Ramos-Soto, Oscar, Alvarez-Padilla, Francisco J., Sarkar, Ram
Pneumonia is a respiratory infection caused by bacteria, fungi, or viruses. It affects many people, particularly those in developing or underdeveloped nations with high pollution levels, unhygienic living conditions, overcrowding, and insufficient me
Externí odkaz:
http://arxiv.org/abs/2406.15117
Deep learning and computer vision methods are nowadays predominantly used in the field of ophthalmology. In this paper, we present an attention-aided DenseNet-121 for classifying normal and glaucomatous eyes from fundus images. It involves the convol
Externí odkaz:
http://arxiv.org/abs/2406.15113
Breast cancer is a major global health concern. Pathologists face challenges in analyzing complex features from pathological images, which is a time-consuming and labor-intensive task. Therefore, efficient computer-based diagnostic tools are needed f
Externí odkaz:
http://arxiv.org/abs/2406.08604
Accurate nuclei segmentation in histopathological images is crucial for cancer diagnosis. Automating this process offers valuable support to clinical experts, as manual annotation is time-consuming and prone to human errors. However, automating nucle
Externí odkaz:
http://arxiv.org/abs/2406.08425
Due to the imbalanced and limited data, semi-supervised medical image segmentation methods often fail to produce superior performance for some specific tailed classes. Inadequate training for those particular classes could introduce more noise to the
Externí odkaz:
http://arxiv.org/abs/2209.00123
Publikováno v:
Applied Soft Computing, 2022, 109464, ISSN 1568-4946
Pneumonia is one of the major reasons for child mortality especially in income-deprived regions of the world. Although it can be detected and treated with very less sophisticated instruments and medication, Pneumonia detection still remains a major c
Externí odkaz:
http://arxiv.org/abs/2208.03558
Segmentation is essential for medical image analysis to identify and localize diseases, monitor morphological changes, and extract discriminative features for further diagnosis. Skin cancer is one of the most common types of cancer globally, and its
Externí odkaz:
http://arxiv.org/abs/2203.14341
Publikováno v:
In Computational Materials Science September 2024 244
