Cited by

DREAMT: Dataset for Real-time sleep stage EstimAtion using Multisensor wearable Technology (v2.2.0)

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10 publications cite any version of this project or its primary paper, newest first.

• Performance of Different Wearable Sensor Configurations in Sleep/Wake Classification with and without Apnoea Events
  Daniele Sasso, Claudia Ferraro, Mario Merone et al. World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany, 2026. Cites: dataset
• Wearable Electrodermal Activity Reveals Sustained Sympathetic Responses to Sleep Arousals
  Tugce Canbaz Gumussu, Hugo Fernando Posada-Quintero, Youngsun Kong et al. medRxiv, 2026. Cites: dataset
• Longitudinal cardiorespiratory wearable sleep staging in the home
  Shaun M. Davidson, Jonathan F. Carter, Emily Charlotte Stanyer et al. Frontiers in Neuroscience, 2026. Cites: dataset
• Pleth-StageNet: A Novel Sleep Scoring System Using Photoplethysmography for Sleep Disorder Patients
  Akash L. Tayade, Shreeyash Narad, Manisha M. Ingle et al. Lecture notes in networks and systems, 2026. Cites: dataset
• What matters beyond model choice for wearable sleep staging? How personalization, evaluation choices, and easy-to-classify wake impact performance
  Eric Cantón, Franco Tavella, Christopher Lawrence Drake et al. SLEEP Advances, 2026. Cites: dataset
• Sleep-Driven Mental Health Prediction a Multi-channel CNN Approach Using Wearable Sensor Data
  Sonali Chandrashekhar Patil, Ayush Patil, Ayush Patil et al. Lecture notes in networks and systems, 2025. Cites: dataset
• Postprocessing-Enhanced Machine Learning for Reliable Real-Time Sleep Staging in Closed-Loop Neuromodulation
  Tony Sungjin Chae, Jinmo Jeong, Kai Wing Kevin Tang et al. bioRxiv (Cold Spring Harbor Laboratory), 2025. Cites: dataset
• Lightweight Tree Ensembles with Optimized Features for Five-Class Sleep Apnea Stratification
  Vasco Silva, Goreti Marreiros, Luís Conceição. Lecture notes in computer science, 2025. Cites: dataset
• A Confidence-Based Power-Efficient Framework for Sleep Stage Classification on Consumer Wearables
  Hsu-Chao Lai, Po-Hsiang Fang, Yi-Ting Wu et al. IEEE International Conference on Big Data (BigData), 2024. Cites: dataset
• Research on night stress management and sleep staging based on PPG signal of smartwatch
  Han Wang, Jing Wang, Zhenping Zhao et al. International Conference on Smart Healthcare and Wearable Intelligent Devices (SHWID), 2024. Cites: dataset

Citation data from OpenAlex, updated weekly. Papers that use the project without citing it may be missing.