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Leveraging the Hyperledger Fabric for Enhancing the Efficacy of Clinical Decision Support Systems

Adopting and implementing the Clinical Decision Support System (CDSS) technology is a critical element in an effort to improve national quality initiatives and evidence-based practice at the point of care. CDSS is envisioned to be a potential solution to many current challenges in the healthcare sph...

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Autores principales: Gangula, Ramya, Thalla, Sri Varun, Ikedum, Ijeoma, Okpala, Chineze, Sneha, Sweta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Partners in Digital Health 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9907425/
https://www.ncbi.nlm.nih.gov/pubmed/36777483
http://dx.doi.org/10.30953/bhty.v4.154
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author Gangula, Ramya
Thalla, Sri Varun
Ikedum, Ijeoma
Okpala, Chineze
Sneha, Sweta
author_facet Gangula, Ramya
Thalla, Sri Varun
Ikedum, Ijeoma
Okpala, Chineze
Sneha, Sweta
author_sort Gangula, Ramya
collection PubMed
description Adopting and implementing the Clinical Decision Support System (CDSS) technology is a critical element in an effort to improve national quality initiatives and evidence-based practice at the point of care. CDSS is envisioned to be a potential solution to many current challenges in the healthcare sphere, which includes information overload, practice improvement, eliminating treatment errors, and reducing medical consultation costs. However, the CDSS did not manage to achieve these goals to the desired levels and provide context-appropriate alerts, although integrated with the electronic health records (EHRs) (1). Clinical decision support alerts can save lives, but frequent ones can cause increased cognitive burden to clinicians, worsen alert fatigue, and increase the duplication of tests. This ultimately increases health care costs without refining patient outcomes. Studies show that 49–96% of clinical alerts are ignored, raising questions about the effectiveness of CDSS (1). Blockchain, a decentralized, distributed digital ledger that contains a plethora of continuously updated, time-stamped, and highly encrypted virtual record, can be a key to addressing these challenges (2). The blockchain technology if integrated with the CDSS can serve as a potential solution to eliminating current drawbacks with CDSS (3). This article addresses the most significant and chronic problems facing the successful implementation of CDSS and how leveraging the Hyperledger Fabric can alleviate the clinical alert fatigue and reduce physician’s burnout using patient-specific information. The proposed architecture framework for this study is designed to equip the CDSS with overall patient information at the point of care. This then empowers the physicians with the blockchain-integrated CDSS, which holds the potential to reduce clinician’s cognitive burden, medical errors, and costs and ultimately enhance patient outcomes. The research study broadly discusses how the blockchain technology can be a potential solution, reasons for selecting the Hyperledger Fabric, and elaborates on how the Hyperledger Fabric can be leveraged to enhance the efficacy of CDSS.
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spelling pubmed-99074252023-02-10 Leveraging the Hyperledger Fabric for Enhancing the Efficacy of Clinical Decision Support Systems Gangula, Ramya Thalla, Sri Varun Ikedum, Ijeoma Okpala, Chineze Sneha, Sweta Blockchain Healthc Today Research Article Adopting and implementing the Clinical Decision Support System (CDSS) technology is a critical element in an effort to improve national quality initiatives and evidence-based practice at the point of care. CDSS is envisioned to be a potential solution to many current challenges in the healthcare sphere, which includes information overload, practice improvement, eliminating treatment errors, and reducing medical consultation costs. However, the CDSS did not manage to achieve these goals to the desired levels and provide context-appropriate alerts, although integrated with the electronic health records (EHRs) (1). Clinical decision support alerts can save lives, but frequent ones can cause increased cognitive burden to clinicians, worsen alert fatigue, and increase the duplication of tests. This ultimately increases health care costs without refining patient outcomes. Studies show that 49–96% of clinical alerts are ignored, raising questions about the effectiveness of CDSS (1). Blockchain, a decentralized, distributed digital ledger that contains a plethora of continuously updated, time-stamped, and highly encrypted virtual record, can be a key to addressing these challenges (2). The blockchain technology if integrated with the CDSS can serve as a potential solution to eliminating current drawbacks with CDSS (3). This article addresses the most significant and chronic problems facing the successful implementation of CDSS and how leveraging the Hyperledger Fabric can alleviate the clinical alert fatigue and reduce physician’s burnout using patient-specific information. The proposed architecture framework for this study is designed to equip the CDSS with overall patient information at the point of care. This then empowers the physicians with the blockchain-integrated CDSS, which holds the potential to reduce clinician’s cognitive burden, medical errors, and costs and ultimately enhance patient outcomes. The research study broadly discusses how the blockchain technology can be a potential solution, reasons for selecting the Hyperledger Fabric, and elaborates on how the Hyperledger Fabric can be leveraged to enhance the efficacy of CDSS. Partners in Digital Health 2021-02-17 /pmc/articles/PMC9907425/ /pubmed/36777483 http://dx.doi.org/10.30953/bhty.v4.154 Text en © 2021 The Authors. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution 4.0 International License, allowing third parties to copy and redistribute the material in any medium or format and to remix, transform, and build upon the material for any purpose, even commercially, provided the original work is properly cited and states its license.
spellingShingle Research Article
Gangula, Ramya
Thalla, Sri Varun
Ikedum, Ijeoma
Okpala, Chineze
Sneha, Sweta
Leveraging the Hyperledger Fabric for Enhancing the Efficacy of Clinical Decision Support Systems
title Leveraging the Hyperledger Fabric for Enhancing the Efficacy of Clinical Decision Support Systems
title_full Leveraging the Hyperledger Fabric for Enhancing the Efficacy of Clinical Decision Support Systems
title_fullStr Leveraging the Hyperledger Fabric for Enhancing the Efficacy of Clinical Decision Support Systems
title_full_unstemmed Leveraging the Hyperledger Fabric for Enhancing the Efficacy of Clinical Decision Support Systems
title_short Leveraging the Hyperledger Fabric for Enhancing the Efficacy of Clinical Decision Support Systems
title_sort leveraging the hyperledger fabric for enhancing the efficacy of clinical decision support systems
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9907425/
https://www.ncbi.nlm.nih.gov/pubmed/36777483
http://dx.doi.org/10.30953/bhty.v4.154
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