SOTAVerified

Sleep Quality

( Image credit: DeepSleep )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 61 papers

TitleStatusHype
The Interplay Between Physical Activity, Protein Consumption, and Sleep Quality in Muscle Protein Synthesis—0
Toward estimating personal well-being using voice—0
Towards a Personal Health Large Language Model—0
Toward Sensor-based Sleep Monitoring with Electrodermal Activity Measures—0
Towards Infant Sleep-Optimized Driving: Synergizing Wearable and Vehicle Sensing in Intelligent Cruise Control—0
EEG-based Sleep Staging with Hybrid Attention—0
Exploration of LLMs, EEG, and behavioral data to measure and support attention and sleep—0
Extraction of Sleep Information from Clinical Notes of Patients with Alzheimer's Disease Using Natural Language Processing—0
Heartbeat Detection from Ballistocardiogram using Transformer Network—0
Impact of Physical Activity on Sleep:A Deep Learning Based Exploration—0
Integration of Feature Selection Techniques using a Sleep Quality Dataset for Comparing Regression Algorithms—0
Monitoring and Improving Personalized Sleep Quality from Long-Term Lifelogs—0
MSSC-BiMamba: Multimodal Sleep Stage Classification and Early Diagnosis of Sleep Disorders with Bidirectional Mamba—0
Multimodal Sleep Stage and Sleep Apnea Classification Using Vision Transformer: A Multitask Explainable Learning Approach—0
Multi-Task Learning for Arousal and Sleep Stage Detection Using Fully Convolutional Networks—0
NeuroPal: A Clinically-Informed Multimodal LLM Assistant for Mental Health Combining Sleep Chronotherapy, Cognitive Behavioral Reframing, and Adaptive Phytochemical Intervention—0
Optimizing Photoplethysmography-Based Sleep Staging Models by Leveraging Temporal Context for Wearable Devices Applications—0
PARIS: Personalized Activity Recommendation for Improving Sleep Quality—0
Personalised recommendations of sleep behaviour with neural networks using sleep diaries captured in Sleepio—0
Privacy Protected Contactless Cardio-respiratory Monitoring using Defocused Cameras during Sleep—0
Quantifying Itch and its Impact on Sleep Using Machine Learning and Radio Signals—0
Revealing the Self: Brainwave-Based Human Trait Identification—0
Robust Automated Human Activity Recognition and its Application to Sleep Research—0
SERF: Interpretable Sleep Staging using Embeddings, Rules, and Features—0
SleepGMUformer: A gated multimodal temporal neural network for sleep staging—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Random ForestAccuracy75—Unverified