Federico Bolelli

Journal Articles (19 items)

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2025 (2 items)

Taming Mambas for 3D Medical Image Segmentation

Luca Lumetti, Kevin Marchesini, Vittorio Pipoli, Elisa Ficarra, Costantino Grana, Federico Bolelli

IEEE Access, May 2025

State-of-the-art review and benchmarking of barcode localization methods

Enrico Vezzali, Federico Bolelli, Stefano Santi, Costantino Grana

Engineering Applications of Artificial Intelligence, Feb 2025

2024 (4 items)

Segmenting the Inferior Alveolar Canal in CBCTs Volumes: the ToothFairy Challenge

Federico Bolelli, Luca Lumetti, Shankeeth Vinayahalingam, ..., Alexandre Anesi, Costantino Grana

IEEE Transactions on Medical Imaging, Dec 2024

MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision

Jianning Li, ..., Federico Bolelli, Costantino Grana, Luca Lumetti, ..., Jan Egger

Biomedical Engineering/Biomedizinische Technik, Sep 2024

A State-of-the-Art Review with Code about Connected Components Labeling on GPUs

Federico Bolelli, Stefano Allegretti, Luca Lumetti, Costantino Grana

IEEE Transactions on Parallel and Distributed Systems 2024

Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal

Luca Lumetti, Vittorio Pipoli, Federico Bolelli, Elisa Ficarra, Costantino Grana

IEEE Access 2024

2023 (3 items)

A Graph-Based Multi-Scale Approach with Knowledge Distillation for WSI Classification

Gianpaolo Bontempo, Federico Bolelli, Angelo Porrello, Simone Calderara, Elisa Ficarra

IEEE Transactions on Medical Imaging 2023

Artificial intelligence evaluation of confocal microscope prostate images: our preliminary experience

Gianpaolo Bianchi, Stefano Puliatti, Natalia Rodriguez, Salvatore Micali, Laura Bertoni, Luca Reggiani Bonetti, Stefania Caramaschi, Federico Bolelli, Maurizio Pinamonti, Davide Rozze, Costantino Grana

Minerva Urology and Nephrology 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

Mattia Di Bartolomeo, Arrigo Pellacani, Federico Bolelli, ..., Costantino Grana, Alexandre Anesi

Applied Sciences 2023

2022 (2 items)

Automated Prediction of Kidney Failure in IgA Nephropathy with Deep Learning from Biopsy Images

Francesca Testa, Francesco Fontana, Federico Pollastri, \..., Federico Bolelli, \..., Costantino Grana, Riccardo Magistroni

Clinical Journal of the American Society of Nephrology, June 2022

Deep Segmentation of the Mandibular Canal: a New 3D Annotated Dataset of CBCT Volumes

Marco Cipriano, Stefano Allegretti, Federico Bolelli, ..., Alexandre Anesi, Costantino Grana

IEEE Access 2022

2021 (2 items)

A Deep Analysis on High Resolution Dermoscopic Image Classification

Federico Pollastri, Mario Parreño, Juan Maroñas, Federico Bolelli, Roberto Paredes, Daniel Ramos, Costantino Grana

IET Computer Vision, October 2021

One DAG to Rule Them All

Federico Bolelli, Stefano Allegretti, Costantino Grana

IEEE Transactions on Pattern Analysis and Machine Intelligence, Jan 2021

2020 (1 item)

Evaluation of the Classification Accuracy of the Kidney Biopsy Direct Immunofluorescence through Convolutional Neural Networks

Giulia Ligabue, Federico Pollastri, \..., Federico Bolelli, Costantino Grana, Riccardo Magistroni

Clinical Journal of the American Society of Nephrology, October 2020

2019 (3 items)

Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling

Federico Bolelli, Stefano Allegretti, Lorenzo Baraldi, Costantino Grana

IEEE Transactions on Image Processing, October 2019

Optimized Block-Based Algorithms to Label Connected Components on GPUs

Stefano Allegretti, Federico Bolelli, Costantino Grana

IEEE Transactions on Parallel and Distributed Systems, August 2019

Augmenting Data with GANs to Segment Melanoma Skin Lesions

Federico Pollastri, Federico Bolelli, Roberto Paredes, Costantino Grana

Multimedia Tools and Applications, May 2019

2018 (2 items)

M-VAD Names: a Dataset for Video Captioning with Naming

Stefano Pini, Marcella Cornia, Federico Bolelli, Lorenzo Baraldi, Rita Cucchiara

Multimedia Tools and Applications Journal, May 2018

Towards reliable experiments on the performance of Connected Components Labeling algorithms

Federico Bolelli, Michele Cancilla, Lorenzo Baraldi, Costantino Grana

Journal of Real-Time Image Processing, February 2018