[HTML][HTML] Digital Twins Generated by Artificial Intelligence in Personalized Healthcare

M Łukaniszyn, Ł Majka, B Grochowicz, D Mikołajewski… - Applied Sciences, 2024 - mdpi.com
Featured Application Featured Application: The potential application of the work relates to
novel digital twins of patients or their organs based on artificial intelligence. Abstract Digital …

Machine learning-and artificial intelligence-derived prediction for home smart energy systems with PV installation and battery energy storage

I Rojek, D Mikołajewski, A Mroziński, M Macko - Energies, 2023 - mdpi.com
Overview: Photovoltaic (PV) systems are widely used in residential applications in Poland
and Europe due to increasing environmental concerns and fossil fuel energy prices. Energy …

Detection and localization of water leaks in water nets supported by an ICT system with artificial intelligence methods as a way forward for smart cities

I Rojek, J Studzinski - Sustainability, 2019 - mdpi.com
The last decade has seen the development of complex IT systems to support city
management, ie, the creation of so-called intelligent cities. These systems include modules …

[HTML][HTML] Digital twins in 3D printing processes using artificial intelligence

I Rojek, T Marciniak, D Mikołajewski - Electronics, 2024 - mdpi.com
Digital twins (DTs) provide accurate, data-driven, real-time modeling to create a digital
representation of the physical world. The integration of new technologies, such as …

Specificity of 3D printing and AI-based optimization of medical devices using the example of a group of exoskeletons

I Rojek, D Mikołajewski, E Dostatni, J Kopowski - Applied Sciences, 2023 - mdpi.com
Featured Application The application of this work concerns the use of 3D printing and AI as
systems supporting the design and manufacture of medical devices, especially powered …

[HTML][HTML] Applications of Artificial Intelligence-Based Patient Digital Twins in Decision Support in Rehabilitation and Physical Therapy

E Mikołajewska, J Masiak, D Mikołajewski - Electronics, 2024 - mdpi.com
Artificial intelligence (AI)-based digital patient twins have the potential to make
breakthroughs in research and clinical practices in rehabilitation. They make it possible to …

Comparison of Selected Machine Learning Algorithms in the Analysis of Mental Health Indicators

A Bieliński, I Rojek, D Mikołajewski - Electronics, 2023 - mdpi.com
Machine learning is increasingly being used to solve clinical problems in diagnosis, therapy
and care. Aim: the main aim of the study was to investigate how the selected machine …

Traditional artificial neural networks versus deep learning in optimization of material aspects of 3D printing

I Rojek, D Mikołajewski, P Kotlarz, K Tyburek… - Materials, 2021 - mdpi.com
3D printing of assistive devices requires optimization of material selection, raw materials
formulas, and complex printing processes that have to balance a high number of variable …

[HTML][HTML] Neural Networks for Prediction of 3D Printing Parameters for Reducing Particulate Matter Emissions and Enhancing Sustainability

E Dostatni, F Osiński, D Mikołajewski, A Sapietová… - Sustainability, 2024 - mdpi.com
This study focuses on the application of neural networks to optimize 3D printing parameters
in order to reduce particulate matter (PM) emissions and enhance sustainability. This …

Hand Exoskeleton—Development of Own Concept

I Rojek, M Kaczmarek, P Kotlarz, M Kempiński… - Applied Sciences, 2023 - mdpi.com
Featured Application Potential applications of the work include research and implementation
work on 3D-printed exoskeletons, especially for the upper limb. Abstract The article …