Journal Articles

2023

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.

2022

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.

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

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

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

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

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