A Clinical Decision Support System for Sleep Staging Tasks With Explanations From Artificial Intelligence: User-Centered Design and Evaluation Study.

Jeonghwan Hwang Taeheon Lee Honggu Lee Seonjeong Byun

Published in: Journal of medical Internet research (2022)

Our findings indicate that formulating clinical explanations for automated predictions using the information in the AI with a user-centered design process is an effective strategy for developing a CDSS for sleep staging.

Keyphrases

artificial intelligence
clinical decision support
machine learning
deep learning
big data
lymph node
sleep quality
physical activity
pet ct
electronic health record
working memory
high throughput
social media