Journal Articles

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.

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.

One DAG to Rule Them All

F. Bolelli, S. Allegretti, C. Grana
IEEE Transactions on Pattern Analysis and Machine Intelligence.

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.

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

F. Bolelli, S. Allegretti, L. Baraldi, C. Grana
IEEE Transactions on Image Processing.

Optimized Block-Based Algorithms to Label Connected Components on GPUs

S. Allegretti, F. Bolelli, C. Grana
IEEE Transactions on Parallel and Distributed Systems.

Augmenting Data with GANs to Segment Melanoma Skin Lesions

F. Pollastri, F. Bolelli, R. Paredes, C. Grana
Multimedia Tools and Applications.

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.

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.

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