SOTAVerified

Sleep Quality

( Image credit: DeepSleep )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 61 papers

TitleStatusHype
Supportive psychotherapy on insomnia induced by COVID-19; Evaluation of patients and hospital staff—0
ZzzGPT: An Interactive GPT Approach to Enhance Sleep QualityCode0
Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability—0
A machine-learning sleep-wake classification model using a reduced number of features derived from photoplethysmography and activity signals—0
EEG-based Sleep Staging with Hybrid Attention—0
Sleep Quality Prediction from Wearables using Convolution Neural Networks and Ensemble Learning—0
Integration of Feature Selection Techniques using a Sleep Quality Dataset for Comparing Regression Algorithms—0
A Wearable EEG System for Closed-Loop Neuromodulation of High-Frequency Sleep-Related Oscillations—0
Development of Personalized Sleep Induction System based on Mental States—0
Monitoring and Improving Personalized Sleep Quality from Long-Term Lifelogs—0
A Closed-loop Sleep Modulation System with FPGA-Accelerated Deep Learning—0
A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG DataCode1
SERF: Interpretable Sleep Staging using Embeddings, Rules, and Features—0
Personalised recommendations of sleep behaviour with neural networks using sleep diaries captured in Sleepio—0
Extraction of Sleep Information from Clinical Notes of Patients with Alzheimer's Disease Using Natural Language Processing—0
DeepSleep 2.0: Automated Sleep Arousal Segmentation via Deep LearningCode1
Advanced sleep spindle identification with neural networksCode1
MAUS: A Dataset for Mental Workload Assessmenton N-back Task Using Wearable SensorCode0
PARIS: Personalized Activity Recommendation for Improving Sleep Quality—0
Quantified Sleep: Machine learning techniques for observational n-of-1 studiesCode1
An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEGCode1
Sleep quality, chronotype and social jet lag of adolescents from a population with a very late chronotype—0
Detecting Signatures of Early-stage Dementia with Behavioural Models Derived from Sensor Data—0
An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety—0
Automated Detection of Rest Disruptions in Critically Ill Patients—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Random ForestAccuracy75—Unverified