AIMC Topic: User-Centered Design

Clear Filters Showing 11 to 20 of 20 articles

A Clinical Decision Support System for Sleep Staging Tasks With Explanations From Artificial Intelligence: User-Centered Design and Evaluation Study.

Journal of medical Internet research Jan 19, 2022
BACKGROUND: Despite the unprecedented performance of deep learning algorithms in clinical domains, full reviews of algorithmic predictions by human experts remain mandatory. Under these circumstances, artificial intelligence (AI) models are primarily...
Decision Support Systems, Clinical Sleep User-Centered Design Humans Artificial Intelligence Reproducibility of Results
View on PubMed DOI

A robot goes to rehab: a novel gamified system for long-term stroke rehabilitation using a socially assistive robot-methodology and usability testing.

Journal of neuroengineering and rehabilitation Jul 28, 2021
BACKGROUND: Socially assistive robots (SARs) have been proposed as a tool to help individuals who have had a stroke to perform their exercise during their rehabilitation process. Yet, to date, there are no data on the motivating benefit of SARs in a ...
Stroke Rehabilitation Robotics Exercise Therapy User-Centered Design Humans User-Computer Interface
View on PubMed DOI

Development and Validation of an Artificial Intelligence System to Optimize Clinician Review of Patient Records.

JAMA network open Jul 1, 2021
IMPORTANCE: Physicians are required to work with rapidly growing amounts of medical data. Approximately 62% of time per patient is devoted to reviewing electronic health records (EHRs), with clinical data review being the most time-consuming portion.
Task Performance and Analysis Medical Records Humans Artificial Intelligence Physicians Prospective Studies Time Factors Workload Referral and Consultation User-Centered Design Academic Medical Centers Information Storage and Retrieval Female Male Adult Middle Aged Job Satisfaction
View on PubMed DOI

User-Centered Design of a Machine Learning Intervention for Suicide Risk Prediction in a Military Setting.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 25, 2021
Primary care represents a major opportunity for suicide prevention in the military. Significant advances have been made in using electronic health record data to predict suicide attempts in patient populations. With a user-centered design approach, w...
Predictive Value of Tests Suicide, Attempted Military Personnel Suicide Prevention User-Centered Design Humans Machine Learning Electronic Health Records Risk Factors Risk Assessment
View on PubMed

Assessing the Involvement of Users During Development of Lower Limb Wearable Robotic Exoskeletons: A Survey Study.

Human factors Jan 13, 2020
OBJECTIVE: To explore user-centered design methods currently implemented during development of lower limb wearable robots and how they are utilized during different stages of product development.
Humans User-Centered Design Exoskeleton Device Wearable Electronic Devices Stakeholder Participation Lower Extremity Robotics
View on PubMed DOI

User-Centered Methods in Explainable AI Development for Hospital Clinical Decision Support: A Scoping Review.

Studies in health technology and informatics May 12, 2025
Explainable Artificial Intelligence (XAI) offers promising advancements in enhancing transparency and usability of AI-based Clinical Decision Support Systems (CDSS) in healthcare settings. These tools aim to improve clinical outcomes by assisting wit...
Decision Support Systems, Clinical User-Centered Design Humans Artificial Intelligence
View on PubMed DOI

Universally Designed Augmented Reality as Interface for Artificial Intelligence Assisted Decision-Making in Everyday Life Scenarios.

Studies in health technology and informatics Nov 18, 2024
This paper presents a conceptual prototype that integrates Artificial Intelligence (AI) and Augmented Reality (AR) with the principles of Universal Design (UD) to enhance decision-making in everyday scenarios for a diverse user base, eliminating the ...
Adolescent Wearable Electronic Devices User-Computer Interface Surveys and Questionnaires Interviews as Topic Sustainable Development Food Preferences Medication Therapy Management Decision Making Female Adult Humans Augmented Reality Aged Male User-Centered Design Middle Aged Young Adult Artificial Intelligence
View on PubMed DOI

User-Centered Development of Explanation User Interfaces for AI-Based CDSS: Lessons Learned from Early Phases.

Studies in health technology and informatics Aug 22, 2024
This paper reports lessons learned during the early phases of the user-centered design process for an explanation user interface for an AI-based clinical decision support system for the intensive care unit. This paper focuses on identifying and verif...
Humans Decision Support Systems, Clinical User-Centered Design Artificial Intelligence Intensive Care Units User-Computer Interface
View on PubMed DOI

Exploring the Intersection of AI and Inclusive Design for People with Disabilities.

Studies in health technology and informatics Aug 22, 2024
This scoping review examines current research on AI for inclusive design for people with disabilities. We identified both advantages and challenges of AI-based solutions and suggested future research directions. Our search of four online databases fo...
Humans User-Centered Design Artificial Intelligence Persons with Disabilities
View on PubMed DOI

User-centred design for machine learning in health care: a case study from care management.

BMJ health & care informatics Oct 1, 2022
OBJECTIVES: Few machine learning (ML) models are successfully deployed in clinical practice. One of the common pitfalls across the field is inappropriate problem formulation: designing ML to fit the data rather than to address a real-world clinical p...
Pain User-Centered Design Delivery of Health Care Workflow Humans Machine Learning
View on PubMed DOI
Popular Topics
Recent Journals