Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

464
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
464

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Ceria-enhanced nanosilver/chitosan aerogel: a green and recoverable catalyst for rapid reduction of 4-nitroaniline.

RSC advances·2026
Same author

Psychometric and structural properties of Traditional Chinese version of postoperative oral dysfunction-10 in patients with oral cancer undergoing facial free flap reconstruction surgery.

BMC cancer·2026
Same author

Web-based Machine Learning Model for Predicting Chronic Kidney Disease in Patients with Type 2 Diabetes Mellitus: A Multicenter Study.

F1000Research·2026
Same author

A Bibliometric Analysis of Music's Role in Promoting Well-Being in Health Science Research.

F1000Research·2026
Same author

Automated monitoring in clinical and operational workflows.

BMJ health & care informatics·2026
Same author

Incidence and Risk Factors of Emergence Delirium in Children Undergoing Orthopedic Surgery: A Secondary Analysis of Postanesthesia Care Unit Data.

Journal of perianesthesia nursing : official journal of the American Society of PeriAnesthesia Nurses·2026

Related Experiment Video

Updated: Jun 23, 2025

Dual-Task Stroop Paradigm for Detecting Cognitive Deficits in High-Functioning Stroke Patients
07:42

Dual-Task Stroop Paradigm for Detecting Cognitive Deficits in High-Functioning Stroke Patients

Published on: December 16, 2022

2.9K

Web-based artificial intelligence to predict cognitive impairment following stroke: A multicenter study.

Faizul Hasan1, Muhammad Solihuddin Muhtar2, Dean Wu3

  • 1Faculty of Nursing, Chulalongkorn University, Boromarajonani Srisataphat Building, 12th Floor, Rama1 Road, Wang Mai, Pathum Wan, Bangkok 10330, Thailand; School of Nursing, College of Nursing, Taipei Medical University, No. 250, Wuxing St., Xinyi Dist., Taipei City 110, Taiwan.

Journal of Stroke and Cerebrovascular Diseases : the Official Journal of National Stroke Association
|June 22, 2024
PubMed
Summary
This summary is machine-generated.

This study developed a reliable AI tool for predicting post-stroke cognitive impairment (PSCI). The web-based model offers accurate predictions, aiding early detection and management of PSCI in stroke survivors.

Keywords:
Artificial intelligenceMachine learningPost-stroke cognitive impairmentStroke

More Related Videos

Computerized Adaptive Testing System of Functional Assessment of Stroke
05:21

Computerized Adaptive Testing System of Functional Assessment of Stroke

Published on: January 7, 2019

5.8K
Author Spotlight: Rehabilitation of Stroke Patients With a Digital Occupational Training System
07:35

Author Spotlight: Rehabilitation of Stroke Patients With a Digital Occupational Training System

Published on: December 29, 2023

1.2K

Related Experiment Videos

Last Updated: Jun 23, 2025

Dual-Task Stroop Paradigm for Detecting Cognitive Deficits in High-Functioning Stroke Patients
07:42

Dual-Task Stroop Paradigm for Detecting Cognitive Deficits in High-Functioning Stroke Patients

Published on: December 16, 2022

2.9K
Computerized Adaptive Testing System of Functional Assessment of Stroke
05:21

Computerized Adaptive Testing System of Functional Assessment of Stroke

Published on: January 7, 2019

5.8K
Author Spotlight: Rehabilitation of Stroke Patients With a Digital Occupational Training System
07:35

Author Spotlight: Rehabilitation of Stroke Patients With a Digital Occupational Training System

Published on: December 29, 2023

1.2K

Area of Science:

  • Neurology
  • Artificial Intelligence
  • Medical Informatics

Background:

  • Post-stroke cognitive impairment (PSCI) is a common complication following stroke.
  • Accurate and explainable machine learning models for PSCI prediction are currently limited.
  • Early prediction of PSCI is crucial for timely intervention and management.

Purpose of the Study:

  • To develop and validate a web-based artificial intelligence (AI) tool for predicting PSCI.
  • To provide an accurate and explainable model for PSCI risk assessment.
  • To create a user-friendly interface for healthcare practitioners.

Main Methods:

  • Retrospective cohort study design.
  • Development and validation of a web-based prediction model using stroke patient data (2004-2017).
  • Evaluation of model performance using accuracy, AUC, recall, precision, and F1 score.

Main Results:

  • The model achieved high performance metrics, including an accuracy of 0.8793 and AUC of 0.9200 in the initial phase.
  • External validation showed improved performance with an accuracy of 0.9039 and AUC of 0.9094.
  • The final AI model is accessible via a web-based calculator (https://psci-calculator.my.id/).

Conclusions:

  • The developed AI tool provides a user-friendly interface for early PSCI prediction.
  • The model is reliable and can guide future research in clinical AI applications.
  • This tool can assist health practitioners in managing patients at risk of PSCI.