What do you think is the best way to find a specific database that meets a particular idea? Do health centers support machine learning ideas?

Dear Mahmoud Alimoradi,

the future use of Machine Learning and Artificial Intelligence in health centers will lead to the use of Human Health Digital Twin (HHDTs). An HHDT is often referred to in Healthcare as the Patient's Digital Twin.

I have collected the literature on "Use of HHDTs in Healthcare". I have not found a database with information on this subject, but rather numerous literature sources.

Enclosed my literature sources with long reference lists.

Best regards

Anatol Badach

Ying Liu, Lin Zhang, Yuan Yang, et al.: A Novel Cloud-Based Framework for the Elderly Healthcare Services Using Digital Twin; IEEE Access, Vol. 7, Apr 2019; DOI: 10.1109/ACCESS.2019.2909828

https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8686260

Barbara Rita Barricelli, Elena Casiraghi, Jessica Gliozzo, Alessandro Petrini, Stefano Valtolina: Human Digital Twin for Fitness Management; : IEEE Access, Vol. 8, Feb 2020; DOI: 10.1109/ACCESS.2020.2971576

https://ieeexplore.ieee.org/document/8981975

Hawazin Faiz Badawi, Fedwa Laamarti, Yezhe Ding, Faisal Arafsha, Basim Hafidh, Abdulmotaleb El Saddik: An ISO/IEEE 11073 Standardized Digital Twin Framework for Health and Well-Being in Smart Cities; IEEE Access, Vol. 8, Jun 2020 ; DOI: 10.1109/ACCESS.2020.2999871

https://ieeexplore.ieee.org/abstract/document/9108291

Yingjie Chen, Ou Yang, Chaitanya Sampat, et al.: „Digital Twins in Pharmaceutical and Biopharmaceutical Manufacturing: A Literature Review“; Processes, Vol. 8 Issue 9, Sep 2020, DOI:10.3390/pr8091088

https://www.mdpi.com/2227-9717/8/9/1088

Steven M. Schwartz, Kevin Wildenhaus, Amy Bucher, Brigid Byrd: Digital Twins and the Emerging Science of Self: Implications for Digital Health Experience Design and “Small” Data; Frontiers in Computer Science, Oct 2020, DOI: 10.3389/fcomp.2020.00031

https://www.frontiersin.org/articles/10.3389/fcomp.2020.00031/full

Qamar Ul Islam

Dear Mahmoud Alimoradi

This article may give you an answer to your question, have a look

https://builtin.com/artificial-intelligence/machine-learning-healthcare

Kind Regards

Qamar Ul Islam

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