64 citations · 86 across the 3 of their papers we have counts for
3 papers
Integrating Complexity and Biological Realism: High-Performance Spiking Neural Networks for Breast Cancer Detection
Zofia Rudnicka, Januszcz Szczepanski, Agnieszka Pregowska
Spiking Neural Networks (SNNs) event-driven nature enables efficient encoding of spatial and temporal features, making them suitable for dynamic time-dependent data processing. Des…
Health Digital Twins Supported by Artificial Intelligence-based Algorithms and Extended Reality in Cardiology
Zofia Rudnicka, Klaudia Proniewska, Mark Perkins +1
Recently, significant efforts have been made to create Health Digital Twins (HDTs), digital twins for clinical applications. Heart modeling is one of the fastest-growing fields, wh…
Artificial Intelligence-based algorithms in medical image scan seg-mentation and intelligent visual-content generation -- a concise overview
Zofia Rudnicka, Janusz Szczepanski, Agnieszka Pregowska
Recently, Artificial Intelligence (AI)-based algorithms have revolutionized the medical image segmentation processes. Thus, the precise segmentation of organs and their lesions may…