A dataset for medical instructional video classification and question answering

MedVidQA analysis and validation

In the first step of the MedVidQA dataset creation, we aim to identify and use only trustworthy videos and YouTube channels. A video is categorized as a reliable video if it belongs to a YouTube channel from any of the following sources: (a) accredited medical schools with established reputations, (b) health institutes, (c) health education, (d) hospitals, (e) medical professionals or experts discussing a particular health-related topic, (f) or medical professional appearances and discussions on news channels. We developed an annotation interface (Fig. 10)…