SOTAVerified

Sleep Quality

( Image credit: DeepSleep )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 61 papers

TitleStatusHype
Heartbeat Detection from Ballistocardiogram using Transformer Network—0
The Interplay Between Physical Activity, Protein Consumption, and Sleep Quality in Muscle Protein Synthesis—0
Optimizing Photoplethysmography-Based Sleep Staging Models by Leveraging Temporal Context for Wearable Devices Applications—0
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep StagingCode0
A Single Channel-Based Neonatal Sleep-Wake Classification using Hjorth Parameters and Improved Gradient Boosting—0
Exploration of LLMs, EEG, and behavioral data to measure and support attention and sleep—0
A deep learning-enabled smart garment for accurate and versatile sleep conditions monitoring in daily life—0
Continuous Sleep Depth Index Annotation with Deep Learning Yields Novel Digital Biomarkers for Sleep HealthCode1
Effect of caffeine and energy drinks on sleep quality and brain activity in college studentsCode0
An Interpretable and Efficient Sleep Staging Algorithm: DetectsleepNetCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Random ForestAccuracy75—Unverified