Cargando…

Detecting Cognitive Impairment Status Using Keystroke Patterns and Physical Activity Data among the Older Adults: A Machine Learning Approach

Cognitive impairment has a significantly negative impact on global healthcare and the community. Holding a person's cognition and mental retention among older adults is improbable with aging. Early detection of cognitive impairment will decline the most significant impact of extended disease to...

Descripción completa

Detalles Bibliográficos
Autores principales:	Hossain, Mohammad Nahid, Uddin, Mohammad Helal, Thapa, K., Al Zubaer, Md Abdullah, Islam, Md Shafiqul, Lee, Jiyun, Park, JongSu, Yang, S.-H.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8712156/ https://www.ncbi.nlm.nih.gov/pubmed/34966518 http://dx.doi.org/10.1155/2021/1302989

Ejemplares similares

A Deep Machine Learning Method for Concurrent and Interleaved Human Activity Recognition
por: Thapa, Keshav, et al.
Publicado: (2020)

Distinguishability of keystroke dynamic template
por: Sae-Bae, Napa, et al.
Publicado: (2022)

Associations between smartphone keystroke dynamics and cognition in MS
por: Chen, Michelle H, et al.
Publicado: (2022)

A Survey of Keystroke Dynamics Biometrics
por: Teh, Pin Shen, et al.
Publicado: (2013)

Keystroke dynamics in the pre-touchscreen era
por: Ahmad, Nasir, et al.
Publicado: (2013)

Biometric Identification Based on Keystroke Dynamics
por: Kasprowski, Pawel, et al.
Publicado: (2022)

Improving R Peak Detection in ECG Signal Using Dynamic Mode Selected Energy and Adaptive Window Sizing Algorithm with Decision Tree Algorithm
por: Abdullah Al, Zubaer Md., et al.
Publicado: (2021)

Keystroke Dynamics based Hybrid Nanogenerators for Biometric Authentication and Identification using Artificial Intelligence
por: Maharjan, Pukar, et al.
Publicado: (2021)

Keystroke Dynamics-Based Authentication Using Unique Keypad
por: Choi, Maro, et al.
Publicado: (2021)

Sense of Resistance for a Cursor Moved by User’s Keystrokes
por: Kawabe, Takahiro, et al.
Publicado: (2021)

Determination of hematological and serum biochemical reference values for indigenous sheep (Ovies aries) in Dhaka and Chittagong Districts of Bangladesh
por: Rahman, Md. Kaisar, et al.
Publicado: (2018)

ESBL Producing Escherichia coli in Faecal Sludge Treatment Plants: An Invisible Threat to Public Health in Rohingya Camps, Cox's Bazar, Bangladesh
por: Hossain, Md. Sakib, et al.
Publicado: (2021)

Prosodic Boundaries in Writing: Evidence from a Keystroke Analysis
por: Fuchs, Susanne, et al.
Publicado: (2016)

Keystroke Dynamics Patterns While Writing Positive and Negative Opinions
por: Kołakowska, Agata, et al.
Publicado: (2021)

On the shape of timings distributions in free-text keystroke dynamics profiles
por: González, Nahuel, et al.
Publicado: (2021)

Hidden Monitoring Based on Keystroke Dynamics in Online Examination System
por: Kochegurova, E. A., et al.
Publicado: (2022)

Palindromes drive the re-assortment in Influenza A
por: Zubaer, Abdullah, et al.
Publicado: (2011)

STC-NLSTMNet: An Improved Human Activity Recognition Method Using Convolutional Neural Network with NLSTM from WiFi CSI
por: Islam, Md Shafiqul, et al.
Publicado: (2022)

Comparing different supervised machine learning algorithms for disease prediction
por: Uddin, Shahadat, et al.
Publicado: (2019)

Epileptic-Net: An Improved Epileptic Seizure Detection System Using Dense Convolutional Block with Attention Network from EEG
por: Islam, Md Shafiqul, et al.
Publicado: (2022)

Identifying Mixture Components From Large-Scale Keystroke Log Data
por: Li, Tingxuan
Publicado: (2021)

Smartphone‐derived keystroke dynamics are sensitive to relevant changes in multiple sclerosis
por: Lam, Ka‐Hoo, et al.
Publicado: (2021)

KeyRecs: A keystroke dynamics and typing pattern recognition dataset
por: Dias, Tiago, et al.
Publicado: (2023)

Siamese Neural Network for Keystroke Dynamics-Based Authentication on Partial Passwords
por: Lis, Kamila, et al.
Publicado: (2023)

Status of metals in serum and urine samples of chronic kidney disease patients in a rural area of Bangladesh: An observational study
por: Choudhury, Tasrina Rabia, et al.
Publicado: (2021)

A young female of Cowden syndrome presenting with Lhermitte-Duclos disease: An illustrative case
por: Al-Noman, Abdullah, et al.
Publicado: (2023)

Selection of a compatible electron transport layer and hole transport layer for the mixed perovskite FA(0.85)Cs(0.15)Pb (I(0.85)Br(0.15))(3), towards achieving novel structure and high-efficiency perovskite solar cells: a detailed numerical study by SCAPS-1D
por: Rahman, Md. Bulu, et al.
Publicado: (2023)

Control of multi-joint arm movements for the manipulation of touch in keystroke by expert pianists
por: Furuya, Shinichi, et al.
Publicado: (2010)

Delay and Speed of Visual Feedback of a Keystroke Cause Illusory Heaviness and Stiffness
por: Yokosaka, Takumi, et al.
Publicado: (2022)

Automatically detecting task-unrelated thoughts during conversations using keystroke analysis
por: Kuvar, Vishal, et al.
Publicado: (2022)

Keystroke Biometrics as a Tool for the Early Diagnosis and Clinical Assessment of Parkinson’s Disease
por: Liu, Wei-Min, et al.
Publicado: (2023)

Efficient Convolutional Neural Network-Based Keystroke Dynamics for Boosting User Authentication
por: AbdelRaouf, Hussien, et al.
Publicado: (2023)

Diversity and prevalence of parasitic infestation with zoonotic potential in dromedary camel (Camelus dromedarius) and fat-tailed sheep (dhumba) in Bangladesh
por: Islam, Ariful, et al.
Publicado: (2019)

Clinical Decision Support System for Diabetic Patients by Predicting Type 2 Diabetes Using Machine Learning Algorithms
por: Islam, Rakibul, et al.
Publicado: (2023)

Novel Mutation in the Feline NPC2 Gene in Cats with Niemann–Pick Disease
por: Rakib, Tofazzal Md, et al.
Publicado: (2023)

An assessment of meteorological parameters effects on COVID-19 pandemic in Bangladesh using machine learning models
por: Karmokar, Jaionto, et al.
Publicado: (2022)

Isolation of multidrug-resistant Escherichia coli and Salmonella spp. from sulfonamide-treated diarrheic calves
por: Haque, Mohammad Amdadul, et al.
Publicado: (2022)

Identification of non-cerebral cyst: Zoonotic Taenia multiceps in domestic goat in Bangladesh
por: Faruk, Mohammad Omer, et al.
Publicado: (2017)

Distinct Inter-Joint Coordination during Fast Alternate Keystrokes in Pianists with Superior Skill
por: Furuya, Shinichi, et al.
Publicado: (2011)

Dataset of human-written and synthesized samples of keystroke dynamics features for free-text inputs
por: González, Nahuel, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_odj43gn992m0hitjq1snpfe63q