Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Chukkapalli, Raviteja"'
Autor:
Singh, Pranav, Chukkapalli, Raviteja, Chaudhari, Shravan, Chen, Luoyao, Chen, Mei, Pan, Jinqian, Smuda, Craig, Cirrone, Jacopo
Publikováno v:
Singh, P., Chukkapalli, R., Chaudhari, S. et al. Shifting to machine supervision: annotation-efficient semi and self-supervised learning for automatic medical image segmentation and classification. Sci Rep 14, 10820 (2024)
Advancements in clinical treatment are increasingly constrained by the limitations of supervised learning techniques, which depend heavily on large volumes of annotated data. The annotation process is not only costly but also demands substantial time
Externí odkaz:
http://arxiv.org/abs/2311.10319
Autor:
Singh, Pranav, Chen, Luoyao, Chen, Mei, Pan, Jinqian, Chukkapalli, Raviteja, Chaudhari, Shravan, Cirrone, Jacopo
The task of medical image segmentation presents unique challenges, necessitating both localized and holistic semantic understanding to accurately delineate areas of interest, such as critical tissues or aberrant features. This complexity is heightene
Externí odkaz:
http://arxiv.org/abs/2308.10488
Autor:
Singh, Pranav1 (AUTHOR), Chukkapalli, Raviteja2 (AUTHOR), Chaudhari, Shravan2 (AUTHOR), Chen, Luoyao1 (AUTHOR), Chen, Mei1 (AUTHOR), Pan, Jinqian1 (AUTHOR), Smuda, Craig3 (AUTHOR), Cirrone, Jacopo1,4 (AUTHOR) cirrone@courant.nyu.edu
Publikováno v:
Scientific Reports. 5/11/2024, Vol. 14 Issue 1, p1-11. 11p.
