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
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.