Multiclass ensemble framework for enhanced prostate gland Segmentation: Integrating Self-ONN decoders with EfficientNet

Multiclass ensemble framework for enhanced prostate gland Segmentation: Integrating Self-ONN decoders with EfficientNet

<p dir="ltr"><u>Digital pathology</u> relies on the morphological architecture of prostate glands to recognize cancerous tissue. <u>Prostate cancer</u> (PCa) originates in walnut shaped prostate gland in the <u>male reproductive system</u>. <u&g...

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Bibliographic Details
Main Author: Md. Shaheenur Islam Sumon (22045907) (author)
Other Authors: Muhammad E.H. Chowdhury (17151154) (author), Enamul Hoque Bhuiyan (22803500) (author), Md. Sohanur Rahman (8430495) (author), Muntakim Mahmud Khan (22803503) (author), Israa Al-Hashimi (18131374) (author), Adam Mushtak (22048013) (author), Sohaib Bassam Zoghoul (22803506) (author)
Published: 2025
Subjects:
Biomedical and clinical sciences
Oncology and carcinogenesis
Engineering
Biomedical engineering
Health sciences
Health services and systems
Information and computing sciences
Artificial intelligence
Machine learning
Peripheral zone
Transitional zone
Self-ONN
MRI
Semantic segmentation
Deep learning
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