https://dasya.itu.dk/tags/meta-learning/ Recent content in meta-learning on DASYA Hugo -- gohugo.io en-us © DASYA, IT University of Copenhagen Thu, 11 May 2023 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/archive/ajs-medical-vqa/ Thu, 11 May 2023 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/archive/ajs-medical-vqa/ A medical Visual Question Answering (VQA) system can provide meaningful references for both doctors and patients during the treatment process. Different from normal images, a learning setting with medical images is more challenging due limited amounts of data, class-imbalance and the presence of label noise for diagnosis tasks. Moreover, little attention is paid to how the images and meta-data is obtained for medical datasets. Recent studies show that even with high performance on the existing data, algorithms can learn “shortcuts” like visibility of medical tools and fail to generalize.