Transformer-based personalized attention mechanism for medical images with clinical records

• Main Authors: Yusuke Takagi (Author), Noriaki Hashimoto (Author), Hiroki Masuda (Author), Hiroaki Miyoshi (Author), Koichi Ohshima (Author), Hidekata Hontani (Author), Ichiro Takeuchi (Author)
• Format: Book
• Published: Elsevier, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

In medical image diagnosis, identifying the attention region, i.e., the region of interest for which the diagnosis is made, is an important task. Various methods have been developed to automatically identify target regions from given medical images. However, in actual medical practice, the diagnosis...