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Research Areas
- Radiomics and Machine Learning in Medical Imaging
- AI in cancer detection
- Biomedical Text Mining and Ontologies
National University of Distance Education
2024
Abstract Breast cancer is the most common in women. Ultrasound one of used techniques for diagnosis, but an expert field necessary to interpret test. Computer-aided diagnosis (CAD) systems aim help physicians during this process. Experts use Imaging-Reporting and Data System (BI-RADS) describe tumors according several features (shape, margin, orientation...) estimate their malignancy, with a language. To aid tumor BI-RADS explanations, paper presents deep neural network detection,...
10.1007/s10278-024-01155-1
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2024-06-26
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