deepsleepnet and CareSleepNet

deepsleepnet
51
Established
CareSleepNet
38
Emerging
Maintenance 0/25
Adoption 10/25
Maturity 16/25
Community 25/25
Maintenance 2/25
Adoption 6/25
Maturity 16/25
Community 14/25
Stars: 477
Forks: 161
Downloads: —
Commits (30d): 0
Language: Python
License: Apache-2.0
Stars: 15
Forks: 3
Downloads: —
Commits (30d): 0
Language: Python
License: MIT
Stale 6m No Package No Dependents
Stale 6m No Package No Dependents

About deepsleepnet

akaraspt/deepsleepnet

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

This project helps sleep researchers and clinicians automatically categorize sleep stages from raw, single-channel EEG data. It takes raw EEG recordings as input and outputs the corresponding sleep stages, enabling faster and more consistent sleep analysis. Researchers and clinicians studying sleep disorders or sleep patterns would use this.

sleep-research neuroscience EEG-analysis polysomnography sleep-disorders

About CareSleepNet

wjq-learning/CareSleepNet

[JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging

This tool helps automate the process of sleep staging from raw physiological signals. You input overnight polysomnography (PSG) data, and it outputs an automatic classification of sleep stages (Wake, N1, N2, N3, REM). This is intended for sleep researchers, clinicians, or technicians who analyze sleep patterns.

sleep-medicine polysomnography-analysis sleep-staging biomedical-signal-processing clinical-research

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