[#22-09] 生医工在线学术讲座 美国麻省理工学院 Polina Golland 教授 机器学习阅读 X 光片：监测心力衰竭
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2022-06-05 12:44:04
未经作者授权，禁止转载上科大生医工在线学术讲座
讲座题目：机器学习阅读 X 光片：监测心力衰竭
演讲人： Polina Golland 教授
美国麻省理工学院电气工程和计算机科学 冠名杰出教授
讲座摘要：We propose and demonstrate a novel approach to training image classification models based on large collections of images with limited labels. We take advantage of availability of radiology reports to construct joint multimodal embedding that serves as a basis for classification. We demonstrate the advantages of this approach in application to assessment of pulmonary edema severity in congestive heart failure that motivated the development of the method.
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