Cognitive intelligence in fog computing-inspired veterinary healthcare. (May 2021)
- Record Type:
- Journal Article
- Title:
- Cognitive intelligence in fog computing-inspired veterinary healthcare. (May 2021)
- Main Title:
- Cognitive intelligence in fog computing-inspired veterinary healthcare
- Authors:
- Bhatia, Munish
Ahanger, Tariq Ahamed
Tariq, Usman
Ibrahim, Atef - Abstract:
- Abstract: A comprehensive smart home-based health monitoring framework for veterinary is proposed in this research. It focuses on the distant monitoring of the health condition of domestic animals within the home environment by utilizing Internet of Medical Things (IoMT) technology. Fog computing is used to formulate a time-based data accumulation and the corresponding Health Severity Index (HSI) is established for determining the animal's health severity. Also, Time Sensitivity Parameter (TSP) is specified for time-sensitive veterinary healthcare, for which Self Organized Mapping (SOM) is incorporated. Furthermore, Recurrent Neural Network (RNN) model is utilized to provide predictive healthcare services in a time-sensitive manner. The system is implemented over several challenging datasets for validation purposes. Based on the results, the presented framework can acquire a high measure of Precision (94.60%), Accuracy (94.71%), Sensitivity (94.55%), and F-measure (93.48%).
- Is Part Of:
- Computers & electrical engineering. Volume 91(2021)
- Journal:
- Computers & electrical engineering
- Issue:
- Volume 91(2021)
- Issue Display:
- Volume 91, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 91
- Issue:
- 2021
- Issue Sort Value:
- 2021-0091-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-05
- Subjects:
- Cloud computing -- Health Severity Index (HSI) -- Time Sensitivity Parameter (TSP) -- Recurrent Neural Network (RNN)
Computer engineering -- Periodicals
Electrical engineering -- Periodicals
Electrical engineering -- Data processing -- Periodicals
Ordinateurs -- Conception et construction -- Périodiques
Électrotechnique -- Périodiques
Électrotechnique -- Informatique -- Périodiques
Computer engineering
Electrical engineering
Electrical engineering -- Data processing
Periodicals
Electronic journals
621.302854 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00457906/ ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.compeleceng.2021.107061 ↗
- Languages:
- English
- ISSNs:
- 0045-7906
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3394.680000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 16334.xml