Federico Bolelli

Journal Articles

2024

2024 - IEEE Access
Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal
L. Lumetti, V. Pipoli, F. Bolelli, E. Ficarra, C. Grana
IEEE Access.
2024 - IEEE Transactions on Parallel and Distributed Systems
A State-of-the-Art Review with Code about Connected Components Labeling on GPUs
F. Bolelli, S. Allegretti, L. Lumetti, C. Grana
IEEE Transactions on Parallel and Distributed Systems.

2023

2023 - Applied Sciences
Inferior Alveolar Canal Automatic Detection with Deep Learning CNNs on CBCTs: Development of a Novel Model and Release of Open-Source Dataset and Algorithm
M. Di Bartolomeo, A. Pellacani, F. Bolelli, [...], C. Grana, A. Anesi
Applied Sciences.
2023 - IEEE Transactions on Medical Imaging
A Graph-Based Multi-Scale Approach with Knowledge Distillation for WSI Classification
G. Bontempo, F. Bolelli, A. Porrello, S. Calderara, E. Ficarra
IEEE Transactions on Medical Imaging.
2023 - Minerva Urology and Nephrology
Artificial intelligence evaluation of confocal microscope prostate images: our preliminary experience
G. Bianchi, S. Puliatti, N. Rodriguez, S. Micali, L. Bertoni, L. Reggiani Bonetti, S. Caramaschi, F. Bolelli, M. Pinamonti, D. Rozze, C. Grana
Minerva Urology and Nephrology.

2022

2022 - Clinical Journal of the American Society of Nephrology
Automated Prediction of Kidney Failure in IgA Nephropathy with Deep Learning from Biopsy Images
F. Testa, F. Fontana, F. Pollastri, [...], F. Bolelli, [...], C. Grana, R. Magistroni
Clinical Journal of the American Society of Nephrology.
2022 - IEEE Access
Deep Segmentation of the Mandibular Canal: a New 3D Annotated Dataset of CBCT Volumes
M. Cipriano, S. Allegretti, F. Bolelli, [...], A. Anesi, C. Grana
IEEE Access.

2021

2021 - IET Computer Vision
A Deep Analysis on High Resolution Dermoscopic Image Classification
F. Pollastri, M. Parreño, J. Maroñas, F. Bolelli, R. Paredes, D. Ramos, C. Grana
IET Computer Vision.
2021 - IEEE Transactions on Pattern Analysis and Machine Intelligence
One DAG to Rule Them All
F. Bolelli, S. Allegretti, C. Grana
IEEE Transactions on Pattern Analysis and Machine Intelligence.

2020

2020 - Clinical Journal of the American Society of Nephrology
Evaluation of the Classification Accuracy of the Kidney Biopsy Direct Immunofluorescence through Convolutional Neural Networks
G. Ligabue, F. Pollastri, [...], F. Bolelli, C. Grana, R. Magistroni
Clinical Journal of the American Society of Nephrology.

2019

2019 - IEEE Transactions on Image Processing
Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling
F. Bolelli, S. Allegretti, L. Baraldi, C. Grana
IEEE Transactions on Image Processing.
2019 - IEEE Transactions on Parallel and Distributed Systems
Optimized Block-Based Algorithms to Label Connected Components on GPUs
S. Allegretti, F. Bolelli, C. Grana
IEEE Transactions on Parallel and Distributed Systems.
2019 - Multimedia Tools and Applications
Augmenting Data with GANs to Segment Melanoma Skin Lesions
F. Pollastri, F. Bolelli, R. Paredes, C. Grana
Multimedia Tools and Applications.

2018

2018 - Multimedia Tools and Applications Journal
M-VAD Names: a Dataset for Video Captioning with Naming
S. Pini, M. Cornia, F. Bolelli, L. Baraldi, R. Cucchiara
Multimedia Tools and Applications Journal.
2018 - Journal of Real-Time Image Processing
Towards reliable experiments on the performance of Connected Components Labeling algorithms
F. Bolelli, M. Cancilla, L. Baraldi, C. Grana
Journal of Real-Time Image Processing.

Publications

Contact

Federico Bolelli, PhD

University of Modena & Reggio Emilia
Engineering Department "Enzo Ferrari"


Via P. Vivarelli 10
41125 Modena (MO), Italy
Building 27, Ground Floor, "Lab. Zero"

Tel. +39 059 205 8787
federico.bolelli _AT_ unimore.it