Artificial Intelligence in Healthcare Data Management

  in Special Issue   Posted on November 6, 2020

Information for the Special Issue

Submission Deadline: Thu 05 Aug 2021
Journal Impact Factor : 0.757
Journal Name : Distributed and Parallel Databases
Journal Publisher:
Website for the Special Issue: https://www.springer.com/journal/10619/updates/18557158
Journal & Submission Website: https://www.springer.com/journal/10619

Special Issue Call for Papers:

Healthcare data management is the process of acquiring, examining, and maintaining records of patients to offer quality treatment and other healthcare-related services to the end-users. To achieve this objective, the application of Artificial Intelligence (AI) is introduced in healthcare data management, where it uses sophisticated algorithms and techniques to process medical data to perform various healthcare-related decision-making processes. In particular, the use of AI algorithms adopts both supervised and unsupervised learning models such that it performs well even without predetermined learning models. Traditional AI technology in healthcare data provides knowledge collection, storing, and supplying the end-user with a well-defined output. This could be achieved by AI through machine learning algorithms and deep learning, where such algorithms resemble human intelligence that may detect trends in actions and construct their reasoning. The primary goal of AI systems in healthcare is to ensure the associations between preventive or recovery interventions and the effects of patients by checking periodically to reduce the error margin in health. The technologies of AI have been developed and extended to fields such as diagnostic procedures, clinical plan development, medication, customized medicine, and patient tracking.  This special issue aims to understand the clinical applications of AI in healthcare applications, specifically on data management. It will highlight significant advancements in various health care data management and analytics in healthcare. 

The list of topics include, but are not, limited to the following:

  • Medical Informatics with AI for healthcare 
  • Data management with AI for Wearable medical devices
  • Privacy and security in healthcare data management with AI and cybersecurity 
  • Role of AI in Electronic Health Records 
  • Health data prediction with AI and ML 
  • AI and Ethical computational intelligence for health data management 
  • Deep learning for medical image processing and decision making 
  • Medical image segmentation and classification with deep learning and computer vision techniques 
  • Image reconstruction and image quality 
  • Advances in distributed machine learning for health data management 
  • New trends in vision analytics with deep learning and computer vision for medical imaging and data analytics 

Deadline for submissions: August 05 2021

Author Notification

October 13, 2021

Revised Papers Submission

January 15, 2022

Final Acceptance

May 30, 2022

Guest Editors

Fadi Al-Turjman, Near Eastern University  (Lead Guest Editor)Walaa Hamouda, Concordia University, CanadaShahid Mumtaz, Instituto de Telecomunicações Aveiro, Aveiro, Portugal

Submission Instructions

The submitted manuscripts must be written in English and describe research not published nor currently under review by other publication. Parallel submissions will not be accepted. All submitted papers, if relevant to the theme and objectives of the special issue, will go through a vigorous peer-review process. Submissions should (i) conform strictly to the Instructions for Authors available on the Journal website and (ii) be submitted through the Editorial Management system available at: http://www.editorialmanager.com/DAPD

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