Inclusion of clinicians in the development and evaluation of clinical artificial intelligence tools: a systematic literature review

S Tulk Jesso, A Kelliher, H Sanghavi, T Martin… - Frontiers in …, 2022 - frontiersin.org
The application of machine learning (ML) and artificial intelligence (AI) in healthcare
domains has received much attention in recent years, yet significant questions remain about …

A visual approach to explainable computerized clinical decision support

J Müller, M Stoehr, A Oeser, J Gaebel, M Streit… - Computers & …, 2020 - Elsevier
Abstract Clinical Decision Support Systems (CDSS) provide assistance to physicians in
clinical decision-making. Based on patient-specific evidence items triggering the inferencing …

Natural language processing enabled cognitive disease prediction model for varied medical records implemented over ML techniques

V Kamra, P Kumar… - 2021 3rd International …, 2021 - ieeexplore.ieee.org
Artificial Intelligence technologies are progressing into fields that were formerly believed to
be still the domain of domain analysts. Thanks to recent advances in digital form of …

DAAR: Drift Adaption and Alternatives Ranking approach for interpretable clinical decision support systems

R Kavya, A Kala, J Christopher, S Panda… - … Signal Processing and …, 2023 - Elsevier
Diagnosing allergy comorbidities is challenging because the comprehensive studies on the
prevalence of each allergy and the relation with other diseases are scarce. Moreover, there …

[PDF][PDF] Diagnosis support system for general diseases by implementing a novel machine learning based classifier

V Kamra, P Kumar… - International Journal of …, 2021 - pdfs.semanticscholar.org
Millions of folks around the earth are affliction from late disease identification and diagnosis.
An incredible amount of health information has been obtained by the latest technologies in …

[PDF][PDF] Exploring The Model-View-Controller (MVC) Architecture: A Broad Analysis of Market and Technological Applications

S Necula - 2024 - preprints.org
The Model-View-Controller (MVC) architecture, a cornerstone of modern software
engineering, offers a robust framework for develo** dynamic user interfaces. This paper …

[HTML][HTML] Toward an Interdisciplinary Approach to Constructing Care Delivery Pathways From Electronic Health Care Databases to Support Integrated Care in Chronic …

L Siqueira do Prado, S Allemann, M Viprey… - Journal of Medical …, 2023 - jmir.org
Background Electronic health care databases are increasingly used for informing clinical
decision-making. In long-term care, linking and accessing information on health care …

An experimental outlook to design and measure efficacy of an artificial intelligence based medical diagnosis support system

V Kamra, P Kumar… - 2020 2nd International …, 2020 - ieeexplore.ieee.org
Our medical resources are being heavily burdened with continuous population growth in the
region. Efficient software is therefore urgently needed that improves our medical diagnostic …

A Human-Computer Interaction Perspective on Clinical Decision Support Systems: A Systematic Review of Usability, Barriers, and Recommendations for Improvement

G Ferreira, E Oliveira, J Stamper… - 2023 IEEE 11th …, 2023 - ieeexplore.ieee.org
Clinical decision support systems have been increasingly utilized in the healthcare industry
to improve patient outcomes and enhance clinical decision-making, taking advantage of the …

[PDF][PDF] MACHINE LEARNING AND NATURAL LANGUAGE PROCESSING BASED COGNETIVE DISEASE PREDICTION MODEL FOR PREDICTION OF …

V Kamra - GLIMPSE, 2022 - akgec.ac.in
Artificial Intelligence is advancing into do-mains that were previously thought to be the sole
realm of domain analysts. Recent advancements in digital information processing, artificial …