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Nanchang People’s Hospital
12 Jan 2025
ai-for-healthcomputer-scienceartificial-intelligence

A Foundational Generative Model for Breast Ultrasound Image Analysis

Stanford University logoStanford UniversityPeking University logoPeking UniversityPeking Union Medical College HospitalPeking University Cancer Hospital & InstituteThe First Affliated Hospital of China Medical UniversityCancer Hospital, Chinese Academy of Medical SciencesNanchang People’s HospitalYizhun Medical AI Co., Ltd.
BUSGen introduces the first foundational generative model for breast ultrasound image analysis, addressing data scarcity and privacy concerns by generating realistic, diverse synthetic data. This model improves performance across various breast cancer screening, diagnosis, and prognosis tasks, often surpassing human expert capabilities.
23 Jul 2024
ai-for-healthcomputer-scienceartificial-intelligence

Knowledge-driven AI-generated data for accurate and interpretable breast ultrasound diagnoses

Peking University logoPeking UniversityPeking Union Medical College HospitalPeking University Cancer Hospital & InstituteCancer Hospital, Chinese Academy of Medical SciencesNanchang People’s HospitalYizhun Medical AI Co., Ltd.
This research from Peking University and Yizhun Medical AI Co., Ltd. introduces TAILOR, a pipeline that leverages knowledge-driven AI-generated data to enhance breast ultrasound diagnoses. The approach effectively addresses data scarcity for rare conditions and provides an interpretable diagnostic model, demonstrating superior accuracy compared to conventional models and average human radiologists, especially for challenging cases like Ductal Carcinoma In Situ.
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