Literature DB >> 31445250

The emerging role of cognitive computing in healthcare: A systematic literature review.

Rajat Kumar Behera1, Pradip Kumar Bala1, Amandeep Dhir2.   

Abstract

To assist medical professional in better treatment of diseases, and improve patient outcomes, healthcare has brought about a cognitive computing revolution. The cognitive computing system processes enormous amounts of data instantly to answer specific queries and makes customized intelligent recommendations. Cognitive computing in healthcare links the functioning of human and machines where computers and the human brain truly overlap to improve human decision-making. In regard to this convergence, this systematic literature review (SLR) provides comprehensive information of the prior research related to cognitive computing in healthcare. The SLR focused on methods, algorithms, applications, results, strengths, and limitation using different research articles collected from leading international databases using linear and citation chaining search. The main outcomes of the SLR include proposal on future research direction, challenges faced by researchers, capabilities and the impact of cognitive computing on healthcare outcome and a conceptual model, showcasing the better utilization of cognitive computing in healthcare domain. This study concludes with managerial implications, limitations and scope for future work.
Copyright © 2019 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Cognitive computing; Cognitive computing in healthcare; Systematic literature review

Mesh:

Year:  2019        PMID: 31445250     DOI: 10.1016/j.ijmedinf.2019.04.024

Source DB:  PubMed          Journal:  Int J Med Inform        ISSN: 1386-5056            Impact factor:   4.046


  7 in total

1.  Addressing the Challenges of Electronic Health Records Using Blockchain and IPFS.

Authors:  Iris Cathrina Abacan Pilares; Sami Azam; Serkan Akbulut; Mirjam Jonkman; Bharanidharan Shanmugam
Journal:  Sensors (Basel)       Date:  2022-05-26       Impact factor: 3.847

2.  The Food Environments of Fruit and Vegetable Consumption in East and Southeast Asia: A Systematic Review.

Authors:  Jason Tsz Him Cheung; Johnson Lok; Stuart Gietel-Basten; Keumseok Koh
Journal:  Nutrients       Date:  2021-01-04       Impact factor: 5.717

Review 3.  IoT-Based Applications in Healthcare Devices.

Authors:  Bikash Pradhan; Saugat Bhattacharyya; Kunal Pal
Journal:  J Healthc Eng       Date:  2021-03-18       Impact factor: 2.682

4.  Artificial intelligence in disease diagnosis: a systematic literature review, synthesizing framework and future research agenda.

Authors:  Yogesh Kumar; Apeksha Koul; Ruchi Singla; Muhammad Fazal Ijaz
Journal:  J Ambient Intell Humaniz Comput       Date:  2022-01-13

5.  Mitigating Issues With/of/for True Personalization.

Authors:  Harri Oinas-Kukkonen; Sami Pohjolainen; Eunice Agyei
Journal:  Front Artif Intell       Date:  2022-04-26

6.  Blockchain technology in healthcare: A systematic review.

Authors:  Huma Saeed; Hassaan Malik; Umair Bashir; Aiesha Ahmad; Shafia Riaz; Maheen Ilyas; Wajahat Anwaar Bukhari; Muhammad Imran Ali Khan
Journal:  PLoS One       Date:  2022-04-11       Impact factor: 3.240

7.  A Soar-Based Space Exploration Algorithm for Mobile Robots.

Authors:  Fei Luo; Qin Zhou; Joel Fuentes; Weichao Ding; Chunhua Gu
Journal:  Entropy (Basel)       Date:  2022-03-19       Impact factor: 2.524

  7 in total

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