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Detection of Mental Fatigue in the General Population: Feasibility Study of Keystroke Dynamics as a Real-world Biomarker

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1001/archneur.1989.00520460115022openalex-snapshot

The Fatigue Severity Scale

inferredcites →https://doi.org/10.1002/mds.1042openalex-snapshot

Exacerbated physical fatigue and mental fatigue in Parkinson's disease

inferredcites →https://doi.org/10.1002/mds.21240openalex-snapshot

Fatigue in Parkinson's disease: A review

inferredcites →https://doi.org/10.1002/mds.26511openalex-snapshot

Parkinson's disease‐related fatigue: A case definition and recommendations for clinical research

inferredcites →https://doi.org/10.1007/978-3-030-30671-7openalex-snapshot

Domain Adaptation for Visual Understanding

inferredcites →https://doi.org/10.1007/s005200100293openalex-snapshot

Fatigue associated with cancer and its treatment

inferredcites →https://doi.org/10.1016/b0-72-160797-7/50009-4openalex-snapshot

Normal Human Sleep: An Overview

inferredcites →https://doi.org/10.1016/j.chb.2017.03.050openalex-snapshot

Typing competencies in Alzheimer's disease: An exploration of copy tasks

inferredcites →https://doi.org/10.1016/j.csm.2004.12.002openalex-snapshot

The Post-Lunch Dip in Performance

inferredcites →https://doi.org/10.1016/j.mehy.2020.110469openalex-snapshot

COVID-19 and chronic fatigue syndrome: Is the worst yet to come?

inferredcites →https://doi.org/10.1016/j.patcog.2020.107556openalex-snapshot

Freely typed keystroke dynamics-based user authentication for mobile devices based on heterogeneous features

inferredcites →https://doi.org/10.1016/j.patcog.2021.108283openalex-snapshot

SetMargin loss applied to deep keystroke biometrics with circle packing interpretation

inferredcites →https://doi.org/10.1016/j.procs.2018.04.094openalex-snapshot

Recognition of human daytime fatigue using keystroke data

inferredcites →https://doi.org/10.1027/1015-5759.20.1.39openalex-snapshot

Examination of the Dimensionality of Fatigue

inferredcites →https://doi.org/10.1038/s41598-020-78418-8openalex-snapshot

Unobtrusive detection of Parkinson’s disease from multi-modal and in-the-wild sensor data using deep learning techniques

inferredcites →https://doi.org/10.1038/s41598-021-92776-xopenalex-snapshot

Interpretable deep learning for the remote characterisation of ambulation in multiple sclerosis using smartphones

inferredcites →https://doi.org/10.1038/s41598-022-11865-7openalex-snapshot

Diagnostic accuracy of keystroke dynamics as digital biomarkers for fine motor decline in neuropsychiatric disorders: a systematic review and meta-analysis

inferredcites →https://doi.org/10.1038/srep09678openalex-snapshot

Psychomotor Impairment Detection via Finger Interactions with a Computer Keyboard During Natural Typing

inferredcites →https://doi.org/10.1038/srep34468openalex-snapshot

Computer keyboard interaction as an indicator of early Parkinson’s disease

inferredcites →https://doi.org/10.1049/cp.2017.0134openalex-snapshot

On the Analysis of Keystroke Recognition Performance based on Proprietary Passwords

inferredcites →https://doi.org/10.1080/09638280701257247openalex-snapshot

Social Security Disability Insurance (SSDI) in Parkinson's disease

inferredcites →https://doi.org/10.1097/wco.0000000000000112openalex-snapshot

Premotor and nonmotor features of Parkinson's disease

inferredcites →https://doi.org/10.1109/access.2016.2626718openalex-snapshot

Keystroke Biometrics Ongoing Competition

inferredcites →https://doi.org/10.1109/dese.2016.9openalex-snapshot

Fatigue Detection Method Based on Smartphone Text Entry Performance Metrics

inferredcites →https://doi.org/10.1109/icip40778.2020.9191244openalex-snapshot

Quickest Intruder Detection For Multiple User Active Authentication

inferredcites →https://doi.org/10.1109/ijcb48548.2020.9304908openalex-snapshot

TypeNet: Scaling up Keystroke Biometrics

inferredcites →https://doi.org/10.1109/tbiom.2021.3112540openalex-snapshot

TypeNet: Deep Learning Keystroke Biometrics

inferredcites →https://doi.org/10.1109/tbme.2020.3020381openalex-snapshot

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

inferredcites →https://doi.org/10.1109/tbme.2022.3187309openalex-snapshot

Keystroke-Dynamics for Parkinson's Disease Signs Detection in an At-Home Uncontrolled Population: A New Benchmark and Method

inferredcites →https://doi.org/10.1136/oem.60.suppl_1.i10openalex-snapshot

Assessment of fatigue among working people: a comparison of six questionnaires

inferredcites →https://doi.org/10.1145/3173574.3174220openalex-snapshot

Observations on Typing from 136 Million Keystrokes

inferredcites →https://doi.org/10.1177/1352458520968797openalex-snapshot

Real-world keystroke dynamics are a potentially valid biomarker for clinical disability in multiple sclerosis

inferredcites →https://doi.org/10.1177/1474515115580910openalex-snapshot

Prodromal symptoms associated with acute coronary syndrome acute symptom presentation

inferredcites →https://doi.org/10.13176/11.427openalex-snapshot

Biometric Authentication and Identification Using Keystroke Dynamics: A Survey

inferredcites →https://doi.org/10.1371/journal.pone.0239984openalex-snapshot

Dynamics in typewriting performance reflect mental fatigue during real-life office work

inferredcites →https://doi.org/10.2196/jmir.9462openalex-snapshot

Detecting Motor Impairment in Early Parkinson’s Disease via Natural Typing Interaction With Keyboards: Validation of the neuroQWERTY Approach in an Uncontrolled At-Home Setting

inferredcites →https://doi.org/10.29252/archhygsci.8.3.145openalex-snapshot

Fatigue Assessment Scales: A comprehensive literature review

inferredcites →https://doi.org/10.3109/02699050903452961openalex-snapshot

A self-assessment questionnaire for mental fatigue and related symptoms after neurological disorders and injuries

inferredcites →https://doi.org/10.4172/2161-0940.s4-002openalex-snapshot

Effects of Mental Fatigue on Brain Activity and Cognitive Performance: A Magnetoencephalography Study

inferredcites →https://doi.org/10.4187/respcare.07520763openalex-snapshot

Principles and Practice of Sleep Medicine, 4th edition.

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4866248openalex-extracted

Multifractality in Typing as a Marker of Fatigue

inferred← citeshttps://doi.org/10.5281/zenodo.23064068zenodo-depositor-declared

inferred← citeshttps://doi.org/10.1007/978-3-031-78198-8_6openalex-snapshot

Privacy-Preserving Tabular Data Generation: Application to Sepsis Detection

inferred← citeshttps://doi.org/10.1007/s10207-025-01194-xopenalex-snapshot

Improved CoAtNet for robust acoustic side-channel attack classification on keyboards

inferred← citeshttps://doi.org/10.1016/j.cogsys.2024.101230openalex-snapshot

ChildCI framework: Analysis of motor and cognitive development in children-computer interaction for age detection

inferred← citeshttps://doi.org/10.1016/j.compbiomed.2024.109460openalex-snapshot

KeyGAN: Synthetic keystroke data generation in the context of digital phenotyping

inferred← citeshttps://doi.org/10.1016/j.ijhcs.2025.103595openalex-snapshot

Multifractality in typing as a marker of fatigue

inferred← citeshttps://doi.org/10.1016/j.yebeh.2024.109820openalex-snapshot

Assessing the feasibility of digital keypress statistics to detect seizures and capture cognitive impairment in patients with epilepsy: A pilot study

inferred← citeshttps://doi.org/10.1109/iccces62661.2026.11436440openalex-snapshot

Adaptive Micro-Break Scheduling Using Reinforcement Learning and Multi-Modal Fatigue Detection

inferred← citeshttps://doi.org/10.1109/iccit68739.2025.11491165openalex-snapshot

Typing Under Pressure: Estimating Cognitive Load from Keystroke Dynamics and Textual Patterns

inferred← citeshttps://doi.org/10.1109/ijcb65343.2025.11411145openalex-snapshot

LLM-Assisted Cheating Detection in Korean Language via Keystrokes

inferred← citeshttps://doi.org/10.1111/jedm.12431openalex-snapshot

Using Keystroke Dynamics to Detect Nonoriginal Text

inferred← citeshttps://doi.org/10.1145/3733103openalex-snapshot

Keystroke Dynamics: Concepts, Techniques, and Applications

inferred← citeshttps://doi.org/10.3389/fpubh.2026.1830975openalex-snapshot

The intervention effect of caffeine oral tablets on mental fatigue induced by nap deprivation: based on assessments of heart rate variability, cognitive performance and subjective fatigue—a pilot study

inferred← citeshttps://doi.org/10.3390/app132011478openalex-snapshot

Authentication by Keystroke Dynamics: The Influence of Typing Language

inferred← citeshttps://doi.org/10.3390/bioengineering13050511openalex-snapshot

Privacy-Aware Synthetic Tabular Data Generation for Healthcare: Application to Sepsis Detection

inferred← citeshttps://doi.org/10.3390/diagnostics13193061openalex-snapshot

Keystroke Biometrics as a Tool for the Early Diagnosis and Clinical Assessment of Parkinson’s Disease

inferred← citeshttps://doi.org/10.3390/technologies12030038openalex-snapshot

Examining the Landscape of Cognitive Fatigue Detection: A Comprehensive Survey

inferred← citeshttps://doi.org/10.4018/979-8-3373-5062-2.ch009openalex-snapshot

Behavioral Biometric Authentication using Keystroke and Mouse Dynamics on a Non-Touch Virtual Keyboard Using Machine Learning Approaches

inferred← citeshttps://doi.org/10.5281/zenodo.23064067openalex-snapshot

Microarchitectural Telemetry for Real-Time Human Behavior Monitoring and Zero-Day Anomaly Detection

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