A systematic review of digital twin about physical entities, virtual models, twin data, and applications

X Liu, D Jiang, B Tao, F ** Review
D Drummond, A Gonsard - Journal of Medical Internet Research, 2024 - jmir.org
Background The concept of digital twins, widely adopted in industry, is entering health care.
However, there is a lack of consensus on what constitutes the digital twin of a patient …

Human digital twins: A systematic literature review and concept disambiguation for industry 5.0

B Gaffinet, JAH Ali, Y Naudet, H Panetto - Computers in Industry, 2025 - Elsevier
Abstract Human Digital Twins (HDTs) are an emerging concept with the potential to create
human-centric systems for Industry 5.0. The concept has rapidly spread to new application …

Reconciling interoperability with efficient verification and validation within open source simulation environments

S Sinisi, V Alimguzhin, T Mancini, E Tronci - Simulation Modelling Practice …, 2021 - Elsevier
Abstract A Cyber–Physical System (CPS) comprises physical as well as software
subsystems. Simulation-based approaches are typically used to support design and …

[HTML][HTML] Hormonal regulation of ovarian follicle growth in humans: Model-based exploration of cycle variability and parameter sensitivities

S Fischer-Holzhausen, S Röblitz - Journal of Theoretical Biology, 2022 - Elsevier
We present a modelling and simulation framework for the dynamics of ovarian follicles and
key hormones along the hypothalamic-pituitary–gonadal axis throughout consecutive …

[HTML][HTML] Monte carlo based statistical model checking of cyber-physical systems: A review

A Pappagallo, A Massini, E Tronci - Information, 2020 - mdpi.com
The ever-increasing deployment of autonomous Cyber-Physical Systems (CPSs)(eg,
autonomous cars, UAV) exacerbates the need for efficient formal verification methods. In this …

Patient digital twins: an introduction based on a sco** review

D Drummond, A Gonsard - medRxiv, 2024 - medrxiv.org
The concept of digital twins, widely adopted in industry, is entering healthcare. In this
sco** review, we analysed definitions and characteristics of patient digital twins being …