Comment by themantalope

Somewhat. During residency I developed models for detecting liver tumors in MRI imaging. Like you said, highly specialized and a lot of manual work developing the dataset.

There are now open source open weight “foundation models” coming out of labs that are transformer or mamba based architectures. These will accelerate development.