Francesco Marzola
Francesco Marzola
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Deep learning segmentation of transverse musculoskeletal ultrasound images for neuromuscular disease assessment
F Marzola, N Van Alfen, J Doorduin, KM Meiburger
Computers in Biology and Medicine 135, 104623, 2021
Carotid ultrasound boundary study (CUBS): An open multicenter analysis of computerized intima–media thickness measurement systems and their clinical impact
KM Meiburger, G Zahnd, F Faita, CP Loizou, C Carvalho, DA Steinman, ...
Ultrasound in Medicine & Biology 47 (8), 2442-2455, 2021
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement …
KM Meiburger, F Marzola, G Zahnd, F Faita, CP Loizou, N Lainé, ...
Computers in biology and medicine 144, 105333, 2022
Automatic segmentation of ultrasound images of gastrocnemius medialis with different echogenicity levels using convolutional neural networks
F Marzola, N van Alfen, M Salvi, B De Santi, J Doorduin, KM Meiburger
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
Comparison of Histogram-based Textural Features between Cancerous and Normal Prostatic Tissue in Multiparametric Magnetic Resonance Images
B De Santi, M Salvi, V Giannini, KM Meiburger, F Marzola, F Russo, ...
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
Can multiple segmentation methods enhance deep learning networks generalization? A novel hybrid learning paradigm
F Marzola, KM Meiburger, F Molinari, M Salvi
Medical Imaging 2023: Computer-Aided Diagnosis 12465, 257-265, 2023
Automatic segmentation of the optic nerve in transorbital ultrasound images using a deep learning approach
KM Meiburger, A Naldi, P Lochner, F Marzola
2021 IEEE International Ultrasonics Symposium (IUS), 1-4, 2021
Exploring the Impact of Learning Paradigms on Network Generalization: A Multi-Center IMT Study
F Marzola, KM Meiburger, F Molinari, M Salvi
2023 24th International Conference on Digital Signal Processing (DSP), 1-5, 2023
Development of a Deep Learning–Based System for Optic Nerve Characterization in Transorbital Ultrasound Images on a Multicenter Data Set
F Marzola, P Lochner, A Naldi, R Lemor, J Stögbauer, KM Meiburger
Ultrasound in Medicine & Biology 49 (9), 2060-2071, 2023
Parametric Kernels for Artifact Mitigation in Patch-based Image Aggregation using Generative Models
N Michielli, F Marzola, F Branciforti, KM Meiburger, M Salvi
Authorea Preprints, 2023
Innovative temporal loss function for segmentation of fine structures in ultrasound images
F Marzola, KM Meiburger, M Salvi
2023 IEEE International Ultrasonics Symposium (IUS), 1-4, 2023
Ultrasound-based artery wall biomarkers measurement using a dual snake and their role in cardiovascular risk assessment models
F Marzola
Politecnico di Torino, 2019
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