Development of Dysphagia Evaluation Via Video Analysis Based on Deep Learning Method in Neonates and Infants and Correlation Between the Evaluation and the Development

"1. Bottle feeding filming~ \- With a camera that can measure depth, take a video of feeding milk from a bottle for 5-10 minutes.~2. NOMAS (Neonatal Oral-Motor Assessment Scale) evaluation~ * Evaluate NOMAS with bottle feeding video by certified evaluators.~ * NOMAS, developed by Marjorie Meyer Palmer in 1983, is an evaluation method for dysphagia applicable to infants under 48 weeks of PMA.~3. Implementation of video analysis using deep learning (A) Analysis method - Implement a deep learning network that sets keypoints of faces and environments related to swallowing and detects specified keypoints in units of frames.~(B) Analyze the movement of key points, and figure out the correlation between swallowing states.~(C) Create an input/output process that can automatically classify swallowing states with video as input."