Leaderboards/Sleep and Work-Related Fatigue

Sleep and Work-Related Fatigue

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Emadeldeen Eldele
Agency for Science, Technology and Research
2
Wenbo Li
Chongqing University
3
Emily N. C. Manoogian
Salk Institute for Biological Studies
4
Neil S. Zheng
Brigham and Women's Hospital
5
Violeta Clement‐Carbonell
University of Alicante
6
Elena Magán
Universidad Carlos III de Madrid
7
Quentin Meteier
HES-SO Fribourg
8
Xin You Tai
John Radcliffe Hospital
9
Arash Tavakoli
Villanova University
10
Rebecca Robbins
Brigham and Women's Hospital

Rising Stars Papers

1
Sleep patterns and risk of chronic disease as measured by long-term monitoring with commercial wearable devices in the All of Us Research Program
Nature Medicine|2024
172 cit.
2
Accuracy of Three Commercial Wearable Devices for Sleep Tracking in Healthy Adults
Sensors|2024
64 cit.
3
Time-Restricted Eating in Adults With Metabolic Syndrome
Annals of Internal Medicine|2024
55 cit.
4
Review and Perspectives on Human Emotion for Connected Automated Vehicles
Automotive Innovation|2024
52 cit.
5
Detection of Gastrointestinal Bleeding With Large Language Models to Aid Quality Improvement and Appropriate Reimbursement
Gastroenterology|2024
17 cit.
6
Classification of driver fatigue in conditionally automated driving using physiological signals and machine learning
Transportation Research Interdisciplinary Perspectives|2024
11 cit.
7
Public transit of the future: Enhancing well-being through designing human-centered public transportation spaces
Transportation Research Interdisciplinary Perspectives|2025
11 cit.
8
Psycho-behavioral responses to urban scenes: An exploration through eye-tracking
Cities|2024
9 cit.
9
Effect of task nature during short digital deprivation on time perception and psychophysiological state
Scientific Reports|2025
6 cit.
10
Sleep Apnea and Incident Stroke in a National Cohort of Black and White Adults
Neurology|2024
5 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Tracey L. Sletten
University of Surrey
2
Siyang Zuo
Ministry of Education
3
Guanzheng Liu
Sun Yat-sen University
4
Christopher M. Depner
University of Utah
5
Shilpa N Bhupathiraju
Brigham and Women's Hospital
6
Hong Wang
Northeastern University
7
Ruoxue Wu
Worcester Polytechnic Institute
8
Junik Jang
Samsung (South Korea)
9
Maxwell Fordjour Antwi‐Afari
Aston University
10
Jianliang Min
Sun Yat-sen University

Emerging Leaders Papers

1
The applications of Internet of Things (IoT) in industrial management: a science mapping review
International Journal of Production Research|2023
134 cit.
2
Deep learning-based construction equipment operators’ mental fatigue classification using wearable EEG sensor data
Advanced Engineering Informatics|2023
101 cit.
3
Deep learning-based networks for automated recognition and classification of awkward working postures in construction using wearable insole sensor data
Automation in Construction|2022
97 cit.
4
Public attitudes and sentiments towards new energy vehicles in China: A text mining approach
Renewable and Sustainable Energy Reviews|2023
84 cit.
5
Machine learning-based identification and classification of physical fatigue levels: A novel method based on a wearable insole device
International Journal of Industrial Ergonomics|2022
64 cit.
6
Planetary health diet and cardiovascular disease: results from three large prospective cohort studies in the USA
The Lancet Planetary Health|2024
61 cit.
7
Multimodal integration for data-driven classification of mental fatigue during construction equipment operations: Incorporating electroencephalography, electrodermal activity, and video signals
Developments in the Built Environment|2023
47 cit.
8
Multitask Residual Shrinkage Convolutional Neural Network for Sleep Apnea Detection Based on Wearable Bracelet Photoplethysmography
IEEE Internet of Things Journal|2022
42 cit.
9
Origami-inspired soft-rigid hybrid contraction actuator and its application in pipe-crawling robot
Smart Materials and Structures|2023
30 cit.
10
Optimizing the application of strategies promoting electronic procurement systems towards sustainable construction in the building lifecycle: A neurofuzzy model approach
Journal of Cleaner Production|2022
28 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
David F. Dinges
University of Pennsylvania
2
Charles A. Czeisler
Brigham and Women's Hospital
3
Torbjörn Åkerstedt
SRI International
4
Thomas Roth
INTEGRIS Baptist Medical Center
5
Drew Dawson∥
Georgia Institute of Technology
6
Thomas J. Balkin
Walter Reed Army Institute of Research
7
Allan I Pack
University of Pennsylvania
8
Hans P. A. Van Dongen
Washington State University Spokane
9
Michael W.L. Chee
National University of Singapore
10
Rosalind W. Picard
Human Media

Current Senior Leaders Papers

1
The Cumulative Cost of Additional Wakefulness: Dose-Response Effects on Neurobehavioral Functions and Sleep Physiology From Chronic Sleep Restriction and Total Sleep Deprivation
SLEEP|2003
3.1k cit.
2
Subjective and Objective Sleepiness in the Active Individual
International Journal of Neuroscience|1990
3.1k cit.
3
Toward machine emotional intelligence: analysis of affective physiological state
IEEE Transactions on Pattern Analysis and Machine Intelligence|2001
2.3k cit.
4
Neurocognitive Consequences of Sleep Deprivation
Seminars in Neurology|2009
2.1k cit.
5
Detecting Stress During Real-World Driving Tasks Using Physiological Sensors
IEEE Transactions on Intelligent Transportation Systems|2005
2.1k cit.
6
Cumulative Sleepiness, Mood Disturbance, and Psychomotor Vigilance Performance Decrements During a Week of Sleep Restricted to 4–5 Hours per Night
SLEEP|1997
2k cit.
7
Microcomputer analyses of performance on a portable, simple visual RT task during sustained operations
Behavior Research Methods, Instruments, & Computers|1985
1.8k cit.
8
Effect of Reducing Interns' Work Hours on Serious Medical Errors in Intensive Care Units
New England Journal of Medicine|2004
1.8k cit.
9
Stability, Precision, and Near-24-Hour Period of the Human Circadian Pacemaker
Science|1999
1.7k cit.
10
Non-contact, automated cardiac pulse measurements using video imaging and blind source separation
Optics Express|2010
1.6k cit.

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