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An advanced AI-driven deep learning framework for early detection and precise diagnosis of breast cancer from medical images

delete2026-07-13
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PRE
AI
R
R. Karthiga
M
M. Muthupandi
S
S. Priskilla Manonmani
R
R. Rajprabu
R
R. Ashok
B
B. Shravan kumar
S
S. Kalaimagal
V
V. Samuthira Pandi *
DOI:10.1016/j.compbiomed.2026.111844delete
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Abstract

Abstract

En 中文
• Proposed PDBC-KARN for early and precise breast cancer diagnosis. • BDOF preprocessing enhances image quality via resizing and normalization. • KARN classifies breast cancer cases into benign and malignant types. • SOO optimizes KARN weights, improving detection accuracy and robustness. • Achieved 98.5% benign and 97.0% malignant classification accuracy.

Journal

Computers in Biology and Medicine cover
Computers in Biology and Medicine
IF:
6.3
Papers:
8.3K
Citations:
3.3W

Organization

S
Sri Muthukumaran Institute of Technology
Scholars:
8
Papers: 8
Citations: 0
M
meenakshi sundararajan engineering college
Scholars:
5
Papers: 5
Citations: 0
C
Chennai Institute of Technology
Scholars:
851
Papers: 751
Citations: 3
K
kamaraj college of engineering & technology
Scholars:
332
Papers: 296
Citations: 1
J
jb institute of engineering and technology
Scholars:
2
Papers: 1
Citations: 0
S
srm institute of science and technology
Scholars:
1.9K
Papers: 1.0K
Citations: 1
Cited Papers

Cited Papers

Citing Papers

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