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https://dspace.iiti.ac.in/handle/123456789/12142
| Title: | Human digital twin creation for smart healthcare |
| Authors: | Yadav, Akash |
| Supervisors: | Lad, Bhupesh Kumar |
| Keywords: | Mechanical Engineering |
| Issue Date: | 7-Jun-2023 |
| Publisher: | Department of Mechanical Engineering, IIT Indore |
| Series/Report no.: | MT270; |
| Abstract: | Digital Twin (DT) technology has emerged as a promising solution for transforming the existing healthcare system into a smart healthcare ecosystem, leveraging advancements in Artificial Intelligence (AI), Machine Learning (ML), and the Internet of Things (IoT). ISO has provided a 23247 series that defines a framework to support the creation of Digital Twins of observable manufacturing elements. After reviewing an extensive number of journal and conference papers, it is observed that there is a lack of a generic architecture that can be used for the creation of Human DT for smart healthcare. We were inspired by ISO 23247[1] series to address this issue and proposed a generic architecture that supports the creation of Human DT for smart healthcare. The proposed generic architecture encompasses three key aspects: an entity-based architecture for Human DT, information attribute identification, technical requirements, and existing standards for information exchange within the architecture. |
| URI: | https://dspace.iiti.ac.in/handle/123456789/12142 |
| Type of Material: | Thesis_M.Tech |
| Appears in Collections: | Department of Mechanical Engineering_ETD |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| MT_270_Akash_Yadav_2102103013.pdf | 1.97 MB | Adobe PDF | View/Open |
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