Attention-based convolutional neural network for CT scan COVID-19 detection

A Rondinella, F Guarnera, O Giudice… - … , Speech, and Signal …, 2023 - ieeexplore.ieee.org
The accurate detection of Covid-19 from chest Computed Tomography (CT) images can
assist in early diagnosis and management of the disease. This paper presents a solution for …

Advantages of brain parcellation in Multiple Sclerosis Lesion Segmentation

DS Pishvai, A Rondinella, F Guarnera… - … on Bioinformatics and …, 2024 - ieeexplore.ieee.org
Segmentation of multiple sclerosis lesions plays an important role in understanding disease
status. In this work, we focus on the effectiveness of brain parcellation in enhancing the …

Enhancing Multiple Sclerosis Lesion Segmentation in Multimodal MRI Scans with Diffusion Models

A Rondinella, F Guarnera, O Giudice… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Accurate segmentation of Multiple Sclerosis (MS) lesions from Magnetic Resonance
Imaging (MRI) scans is crucial for clinical diagnosis and effective treatment planning. In this …

[HTML][HTML] Temporal convolutional network on Raman shift for human osteoblast cells fingerprint Analysisa, b, c

D Morganti, MG Rizzo, MO Spata, S Guglielmino… - Intelligence-Based …, 2024 - Elsevier
The physiological state and biological characteristics of cells play a crucial role in the study
of several biological mechanisms that are at the basis of the life. Raman spectroscopy, a …

UniCT DMI Solution for 3rd COV19D Competition on COVID-19 Detection through attention-based CNN for CT Scan

A Rondinella, F Guarnera, O Giudice, A Ortis… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper presents our solution for the first challenge of the 3rd Covid-19 competition,
which is part of the" AI-enabled Medical Image Analysis Workshop" organized by IEEE …

[PDF][PDF] Intelligence-Based Medicine

D Morganti, MG Rizzo, MO Spata, S Guglielmino… - iris.cnr.it
The physiological state and biological characteristics of cells play a crucial role in the study
of several biological mechanisms that are at the basis of the life. Raman spectroscopy, a …