Subtle signals: Video-based detection of infant non-nutritive sucking as a neurodevelopmental cue

Shaotong Zhu, Michael Wan, Sai Kumar Reddy Manne, Elaheh Hatamimajoumerd, Marie J. Hayes, Emily Zimmerman, Sarah Ostadabbas

Abstract: Highlights•First manually annotated infant NNS video datasets.•NNS system using convolutional LSTM network.•Comparative analysis with spatiotemporal models.•NNS segmentation with sliding windows and deep learning.

External IDs:doi:10.1016/j.cviu.2024.104081