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

H Alfalahi, AH Khandoker, N Chowdhury, D Iakovakis… - Scientific reports, 2022 - nature.com
The unmet timely diagnosis requirements, that take place years after substantial neural loss
and neuroperturbations in neuropsychiatric disorders, affirm the dire need for biomarkers …

Imbalanced ensemble learning in determining Parkinson's disease using Keystroke dynamics

S Roy, U Roy, D Sinha, RK Pal - Expert Systems with Applications, 2023 - Elsevier
Purpose: The main objective of this study is to propose a Keystroke dynamics (KD) based
Parkinson's disease (PD) indicator using both fixed-text and free-text typing habits on …

The impact of the COVID-19 pandemic on human–computer interaction empirical research

G Costagliola, M De Rosa, V Fuccella… - Interacting with …, 2023 - academic.oup.com
The purpose of this paper is to assess the effects that the COVID-19 pandemic caused in the
human–computer interaction (HCI) research field. Specifically, we aim to investigate how the …

CRTypist: Simulating Touchscreen Typing Behavior via Computational Rationality

D Shi, Y Zhu, JPP Jokinen, A Acharya… - Proceedings of the CHI …, 2024 - dl.acm.org
Touchscreen typing requires coordinating the fingers and visual attention for button-
pressing, proofreading, and error correction. Computational models need to account for the …

HCI Research and Innovation in China: A 10-Year Perspective

Y Shi, X Yi, C Liang, Y Qin, Y Wang, Y Yan… - … Journal of Human …, 2024 - Taylor & Francis
In the past years, human computer interaction (HCI) research and innovation have
developed substantially, leading to a number of fruitful research topics. In this paper, we …

Using Keytyping as a Biomarker for Cognitive Decline Diagnostics: The Convolutional Neural Network Based Approach

LS Barnardo, R Damasevicius… - … Conference on Pattern …, 2021 - Springer
Parkinson's disease (PD) can cause many motor impairments in humans such as muscle
rigidity/stiffness, hand tremors, etc., causing difficulty when interacting with computer input …

Errors? Not too worrisome. Exploring the effects of errors in speech transcription

VT Bao - 2023 - summit.sfu.ca
This thesis presents two user studies that investigate how the errors that can occur during
speech recognition affect users' text entry performance and their experience. For this work, I …

Natural interactive techniques for the detection and assessment of neurological diseases

F Tian, Y Wang, Y Zhu - Communications of the ACM, 2021 - dl.acm.org
DISEASES, SUCH as cerebrovascular disease, Parkinson's disease (PD), Alzheimer's
disease, have become the leading cause of death in China. Neurological function …

[PDF][PDF] Speech Recognition Versus Typing: A Mixed-Methods Evaluation

J Kneifel, O Alharbi, W Stuerzlinger - 2022 - text2030.textentry.org.uk
Mobile text entry has become a main mode of communication. To make text entry as efficient
as possible, helpful features, such as autocorrect and speech recognition have been …

[PDF][PDF] The Effects of Errors in Speech Transcription: A User Study

A AHMED - 2022 - vvise.iat.sfu.ca
In this digital age text entry efficiency is crucial for our everyday communication. State-of-the-
art technologies that are commonly used to improve entry efficiency include auto-correction …