Illuminating breast cancer malignancies: Lightweight histopathology computer vision classifier for precise breast cancer screening

Illuminating breast cancer malignancies: Lightweight histopathology computer vision classifier for precise breast cancer screening

Breast cancer, a major global health concern, underscores the pressing need for improved early detection methods to enhance patient outcomes. This study presents an innovative digital pathology classification approach that integrates Low-Rank Adaptation (LoRA) with the Vision Transformer (ViT) model...

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Bibliographic Details
Main Authors: Zhijie Wang, Yachen Yin, Weizheng Xu, Yu K. Mo, Han Yang, Jingwei Xiong, Zhenchen Hong
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:EngMedicine
Subjects:
Breast cancer
Cancer detection
Vision Transformer (ViT)
Low Rank Adaptation (LoRA)
Deep learning
Computer-aided diagnosis (CAD)
Online Access:http://www.sciencedirect.com/science/article/pii/S2950489924000538
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http://www.sciencedirect.com/science/article/pii/S2950489924000538

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