Machine Learning in X-ray Diagnosis for Oral Health: A Review of Recent Progress

MV Martins, L Baptista, H Luís, V Assunção, MR Araújo… - Computation, 2023 - mdpi.com
The past few decades have witnessed remarkable progress in the application of artificial
intelligence (AI) and machine learning (ML) in medicine, notably in medical imaging. The …

Formal methods and tools for industrial critical systems

MH ter Beek, KG Larsen, D Ničković… - International Journal on …, 2022 - Springer
Formal methods and tools have become well established and widely applied to ensure the
correctness of fundamental components of industrial critical systems in domains like …

Formal verification of a telerehabilitation system through an abstraction and refinement approach using Uppaal

F Arfi, AL Courbis, T Lambolais, F Bughin… - IET Software, 2023 - Wiley Online Library
Formal methods are proven techniques that provide a rigorous mathematical basis to
software development. In particular, they allow the quality of development to be effectively …

[HTML][HTML] Integrating formal methods into medical software development: The ASM approach

P Arcaini, S Bonfanti, A Gargantini, A Mashkoor… - Science of Computer …, 2018 - Elsevier
Medical devices are safety-critical systems since their malfunctions can seriously
compromise human safety. Correct operation of a medical device depends upon the …

Developing medical devices from abstract state machines to embedded systems: a smart pill box case study

A Bombarda, S Bonfanti, A Gargantini - Software Technology: Methods …, 2019 - Springer
The development of medical devices is a safety-critical process, because a failure or a
malfunction of the device can cause serious injuries to the patients whom use it. The …

Creating formal models from informal design artefacts

J Bowen, B Weyers, B Liu - International Journal of Human …, 2023 - Taylor & Francis
The use of robust software engineering processes is essential in the design and
development of interactive systems. This ensures that software is both functionally correct …

Modelling and analysing a mechanical lung ventilator in mCRL2

D van Dortmont, JJA Keiren, TAC Willemse - International Conference on …, 2024 - Springer
Abstract We model the Mechanical Lung Ventilator (MLV) in the process algebra mCRL2.
The functional requirements of the MLV are formalised in the modal μ-calculus, and we use …

Correct-by-construction reinforcement learning of cardiac pacemakers from duration calculus requirements

K Dole, A Gupta, J Komp, S Krishna… - Proceedings of the AAAI …, 2023 - ojs.aaai.org
As the complexity of pacemaker devices continues to grow, the importance of capturing its
functional correctness requirement formally cannot be overestimated. The pacemaker …

Empirical formal methods: guidelines for performing empirical studies on formal methods

MH ter Beek, A Ferrari - Software, 2022 - mdpi.com
Empirical studies on formal methods and tools are rare. In this paper, we provide guidelines
for such studies. We mention their main ingredients and then define nine different study …

A graphical tool for formal verification using Event-B modeling

R Karmakar - Multimedia Tools and Applications, 2024 - Springer
Event-B is a formal method for describing and verifying systems at the system level. It
enables a refining technique to design the system incrementally. Using Event-B notations to …