Deepfakes for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation

no code implementations • 7 Feb 2020 • Bingquan Zhu, Hao Fang, Yanan Sui, Luming Li

Data sharing for medical research has been difficult as open-sourcing clinical data may violate patient privacy.

De-identification Face Swapping +1

Parkinsonian Chinese Speech Analysis towards Automatic Classification of Parkinson's Disease

no code implementations • 31 May 2021 • Hao Fang, Chen Gong, Chen Zhang, Yanan Sui, Luming Li

Speech disorders often occur at the early stage of Parkinson's disease (PD).

Classification feature selection

Automatic Sleep Stage Classification with Cross-modal Self-supervised Features from Deep Brain Signals

no code implementations • 7 Feb 2023 • Chen Gong, Yue Chen, Yanan Sui, Luming Li

This sleep stage classification model could be adapted to chronic and continuous monitor sleep for Parkinson's patients in daily life, and potentially utilized for more precise treatment in deep brain-machine interfaces, such as closed-loop deep brain stimulation.

Automatic Sleep Stage Classification Classification +1