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泰斗聚首彰顯科研影響力
LEADING MINDS STRENGTHENING IMPACT

實驗室 2025 年在頂級國際期刊 In 2025, the laboratory achieved remarkable success,
與會議中捷報頻傳，團隊成果登 with its work featured in top-tier journals, such as Nature
上《Nature Communications》、 Communications, Nature Biomedical Engineering, and Cell
《Nature Biomedical Engineering》、 Reports Medicine. Among its breakthroughs was a multimodal
《Cell Reports Medicine》 等 頂 尖 predictive model that improved the accuracy of forecasting
期刊，提出多模態融合預測模型， responses to neoadjuvant therapy in breast cancer patients by
其中有關預測女性乳腺癌患者新輔 over 10%, enabling clinicians to deliver more effective treatment
助治療反應的學術發表，成功將乳 strategies.
腺癌治療反應的預測準確率提升逾
The lab also co-hosted “Deep-Breath 2025” Breast Cancer
10%，協助醫生提供更好的治療方
Diagnosis and Treatment Challenge with the Netherlands
案。
Cancer Institute, focusing on AI and deep learning applications
實驗室與荷蘭癌症研究所聯合主辦 in breast cancer care. Additionally, MPU spearheaded the
“Deep-Breath 2025” 第 二 屆 乳 腺 Universal Ultrasound Image Challenge (UUSIC25) on Multi-
癌診斷和治療挑戰的人工智能和影 Organ Classification and Segmentation, driving advancements
像深度學習研討會，探討乳腺癌診 in multitask models for ultrasound image analysis and
斷與治療中的人工智能深度學習應 attracting leading researchers worldwide.
用。同時，澳理大牽頭主辦“通用
超聲圖像挑戰賽：多器官分類與分
割”（UUSIC25）國際挑戰賽，推
動超聲影像分析的多任務模型發展，
吸引全球頂尖研究者參與。

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