A5007251757- Myeloproliferative Neoplasms: Diagnosis and Treatment
- Advanced Neuroimaging Techniques and Applications
- Bone health and treatments
- Radiomics and Machine Learning in Medical Imaging
- Network Security and Intrusion Detection
- Smart Grid Security and Resilience
- Anomaly Detection Techniques and Applications
Human Technopole
2024
University of Modena and Reggio Emilia
2022
This paper presents a comparative analysis of different Machine Learning-based detection algorithms designed for Controller Area Network (CAN) communication on three datasets. work focuses addressing the current limitations related scientific literature, to quality publicly available datasets and lack public implementations solutions presented in literature. Since these issues are preventing reproducibility published results their comparison with novel solutions, we remark that it is...
Abstract Biobank-scale imaging provides a unique opportunity to characterise structural and functional cardiac phenotypes how they relate disease outcomes. However, deriving specific from MRI data requires time-consuming expert annotation, limiting scalability does not exploit information dense such image acquisitions are. In this study, we applied 3D diffusion autoencoder temporally resolved Magnetic Resonance Imaging (MRI) 71,021 UK Biobank participants derive latent representing the human...
Background: Primary myelofibrosis (PMF) is a stem cell disorder belonging to Philadelphia-negative myeloproliferative neoplasms (MPNs). The disruption of bone marrow (BM) microenvironment due the extensive deposition extracellular matrix fibers distinctive trait PMF and accompanied by hematopoietic cells (HSCs) mobilization extramedullary hematopoiesis. BM fibrosis caused complex interaction between stromal neoplastic clone, in particular megakaryocytes monocytes play pivotal role through...
Background: Myelofibrosis (MF) is the Philadelphia-negative myeloproliferative neoplasm characterized by worst prognosis and poor response to conventional therapy. Driver mutations in JAK2 CALR impact on JAK-STAT pathway activation but also production of reactive oxygen species (ROS). ROS play a pivotal role inflammation-induced oxidative damage cellular components including DNA, that leads greater genomic instability promotes cell transformation. Aims: In order unveil driver stress...