126287

There is a critical need to bridge the "visual-pathological gap," as many standard models lack the ability to accurately describe pathological locations.

The extraction of visual information using models like CNNs or Vision Transformers. 126287

The study organizes the "deep image captioning" process by simulating the human experience of describing an image through three specific stages: There is a critical need to bridge the

Using attention mechanisms to identify the most relevant parts of an image for a specific description. 126287

A significant portion of the review and subsequent research citing it (like work on uterine ultrasound captioning ) focuses on "computer-aided diagnosis". Key insights include: