Cargando…

Interpretability of Clinical Decision Support Systems Based on Artificial Intelligence from Technological and Medical Perspective: A Systematic Review

BACKGROUND: Artificial intelligence (AI) has developed rapidly, and its application extends to clinical decision support system (CDSS) for improving healthcare quality. However, the interpretability of AI-driven CDSS poses significant challenges to widespread application. OBJECTIVE: This study is a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Xu, Qian, Xie, Wenzhao, Liao, Bolin, Hu, Chao, Qin, Lu, Yang, Zhengzijin, Xiong, Huan, Lyu, Yi, Zhou, Yue, Luo, Aijing
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2023
Materias:	Review Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9918364/ https://www.ncbi.nlm.nih.gov/pubmed/36776958 http://dx.doi.org/10.1155/2023/9919269

Ejemplares similares

The Effect of Online Health Information Seeking on Physician-Patient Relationships: Systematic Review
por: Luo, Aijing, et al.
Publicado: (2022)

Artificial intelligence and clinical decision support: clinicians’ perspectives on trust, trustworthiness, and liability
por: Jones, Caroline, et al.
Publicado: (2023)

Artificial intelligence for clinical decision support in neurology
por: Pedersen, Mangor, et al.
Publicado: (2020)

Artificial Intelligence for Clinical Decision Support in Sepsis
por: Wu, Miao, et al.
Publicado: (2021)

Intelligent decision technology support in practice
por: Tweedale, Jeffrey, et al.
Publicado: (2016)

Technology of Supporting Medical Decision-Making Using Evidence-Based Medicine and Artificial Intelligence
por: Lebedev, Georgy, et al.
Publicado: (2020)

Named Entity Recognition of Diabetes Online Health Community Data Using Multiple Machine Learning Models
por: Xu, Qian, et al.
Publicado: (2023)

Artificial intelligence to support clinical decision-making processes
por: Garcia-Vidal, Carolina, et al.
Publicado: (2019)

Artificial intelligence in clinical decision support systems for oncology
por: Wang, Lu, et al.
Publicado: (2023)

Artificial intelligence-based clinical decision support in pediatrics
por: Ramgopal, Sriram, et al.
Publicado: (2022)

Systems Biology in Cancer Diagnosis Integrating Omics Technologies and Artificial Intelligence to Support Physician Decision Making
por: Fawaz, Alaa, et al.
Publicado: (2023)

Design of Digital and Intelligent Financial Decision Support System Based on Artificial Intelligence
por: Jia, Tiejun, et al.
Publicado: (2022)

Artificial Intelligence for Diabetes Management and Decision Support: Literature Review
por: Contreras, Ivan, et al.
Publicado: (2018)

Artificial Intelligence in Decision Support Systems for Type 1 Diabetes
por: Tyler, Nichole S., et al.
Publicado: (2020)

Artificial intelligence in medical devices and clinical decision support systems
por: Sloane, Elliot B., et al.
Publicado: (2020)

Artificial Intelligence Decision Support Systems and Liability for Medical Injuries
por: Aagaard, Lise
Publicado: (2020)

Advanced intelligent computational technologies and decision support systems
por: Iantovics, Barna, et al.
Publicado: (2014)

Consumer Perspectives on the Use of Artificial Intelligence Technology and Automation in Crisis Support Services: Mixed Methods Study
por: Ma, Jennifer S, et al.
Publicado: (2022)

Interpretable artificial intelligence in radiology and radiation oncology
por: Cui, Sunan, et al.
Publicado: (2023)

Artificial Intelligence in Clinical Decision Support: a Focused Literature Survey
por: Montani, Stefania, et al.
Publicado: (2019)

An artificial intelligence decision support system for the management of type 1 diabetes
por: Tyler, Nichole S., et al.
Publicado: (2020)

Inherent Bias in Artificial Intelligence-Based Decision Support Systems for Healthcare
por: Gurupur, Varadraj, et al.
Publicado: (2020)

To explain or not to explain?—Artificial intelligence explainability in clinical decision support systems
por: Amann, Julia, et al.
Publicado: (2022)

Perspective of Information Technology Decision Makers on Factors Influencing Adoption and Implementation of Artificial Intelligence Technologies in 40 German Hospitals: Descriptive Analysis
por: Weinert, Lina, et al.
Publicado: (2022)

Editorial: Fetal-maternal monitoring in the age of artificial intelligence and computer-aided decision support: A multidisciplinary perspective
por: Georgieva, Antoniya, et al.
Publicado: (2022)

Materials and Technology Selection for Construction Projects Supported with the Use of Artificial Intelligence
por: Rosłon, Jerzy
Publicado: (2022)

Artificial intelligence in perspective /
Publicado: (1994)

Surgeons’ perspectives on artificial intelligence to support clinical decision-making in trauma and emergency contexts: results from an international survey
por: Cobianchi, Lorenzo, et al.
Publicado: (2023)

Intensive Care Unit Physicians’ Perspectives on Artificial Intelligence–Based Clinical Decision Support Tools: Preimplementation Survey Study
por: van der Meijden, Siri L, et al.
Publicado: (2023)

Artificial Intelligence-Driven Oncology Clinical Decision Support System for Multidisciplinary Teams
por: Lee, Kyounga, et al.
Publicado: (2020)

Artificial intelligence-based decision support model for new drug development planning
por: Jung, Ye Lim, et al.
Publicado: (2022)

Explainable vs. interpretable artificial intelligence frameworks in oncology
por: Bertsimas, Dimitris, et al.
Publicado: (2023)

Automated Interpretation of Clinical Electroencephalograms Using Artificial Intelligence
por: Tveit, Jesper, et al.
Publicado: (2023)

Artificial intelligence-assisted interpretation of systolic function by echocardiogram
por: Yamaguchi, Natsumi, et al.
Publicado: (2023)

Application and future perspectives of gastric cancer technology based on artificial intelligence
por: Wang, Jyun-Guo
Publicado: (2023)

Artificial Intelligence Technologies in Cardiology
por: Ledziński, Łukasz, et al.
Publicado: (2023)

Intelligent Decision Technologies : Proceedings of the 4th International Conference on Intelligent Decision Technologies
por: Watada, Junzo, et al.
Publicado: (2012)

Intelligent Decision Technologies : Proceedings of the 4th International Conference on Intelligent Decision Technologies
por: Watada, Junzo, et al.
Publicado: (2012)

Markov decision processes in artificial intelligence
por: Sigaud, Olivier, et al.
Publicado: (2013)

Discrepancy between perceptions and acceptance of clinical decision support Systems: implementation of artificial intelligence for vancomycin dosing
por: Liu, Xinyan, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_e2pecqguugsjhq83bkjhk6akp5