Alessia Rondinella

According to our database, Alessia Rondinella authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Comparative Evaluation of Diffusion Based Networks for Multiple Sclerosis Lesion Segmentation.

Alessia Rondinella, Francesco Guarnera, Alessandro Ortis, Elena Crispino, Giulia Russo, Francesco Pappalardo, Sebastiano Battiato

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

DeepSeg-MS: A 3D Network Based on Hierarchical Multi-Scale Learning for MRI Multiple Sclerosis Lesion Segmentation.

Alessia Rondinella, Francesco Guarnera, Francesco Rundo, Sebastiano Battiato

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

MSValid Data Collection.

Francesco Pappalardo, Giulia Russo, Valentina Di Salvatore, Sebastiano Battiato, Francesco Guarnera, Alessia Rondinella

Dataset, March, 2024

Efficient Atrophy Mapping: A Single-Step U-Net Approach for Rapid Brain Change Estimation.

Riccardo Raciti, Alessia Rondinella, Lemuel Puglisi, Francesco Guarnera, Daniele Ravì, Sebastiano Battiato

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions.

Lemuel Puglisi, Alessia Rondinella, Linda De Meo, Francesco Guarnera, Sebastiano Battiato, Daniele Ravì

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2024

ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation - Methods and Results.

Alessia Rondinella, Francesco Guarnera, Elena Crispino, Giulia Russo, Clara Di Lorenzo, Davide Maimone, Francesco Pappalardo, Sebastiano Battiato

Proceedings of the Pattern Recognition. Competitions - 27th International Conference, 2024

Advantages of brain parcellation in Multiple Sclerosis Lesion Segmentation.

Dario Samuele Pishvai, Alessia Rondinella, Francesco Guarnera, Sebastiano Battiato

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Boosting multiple sclerosis lesion segmentation through attention mechanism.

Alessia Rondinella, Elena Crispino, Francesco Guarnera, Oliver Giudice, Alessandro Ortis, Giulia Russo, Clara Di Lorenzo, Davide Maimone, Francesco Pappalardo, Sebastiano Battiato

Comput. Biol. Medicine, July, 2023

Early Detection of Hip Periprosthetic Joint Infections Through CNN on Computed Tomography Images.

Francesco Guarnera, Alessia Rondinella, Oliver Giudice, Alessandro Ortis, Sebastiano Battiato, Francesco Rundo, Giorgio Fallica, Francesco Traina, Sabrina Conoci

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Attention-Based Convolutional Neural Network for CT Scan COVID-19 Detection.

Alessia Rondinella, Francesco Guarnera, Oliver Giudice, Alessandro Ortis, Francesco Rundo, Sebastiano Battiato

Proceedings of the IEEE International Conference on Acoustics, 2023

Enhancing Multiple Sclerosis Lesion Segmentation in Multimodal MRI Scans with Diffusion Models.

Alessia Rondinella, Francesco Guarnera, Oliver Giudice, Alessandro Ortis, Giulia Russo, Elena Crispino, Francesco Pappalardo, Sebastiano Battiato

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023