Cover Image

Boosting multiple sclerosis lesion segmentation through attention mechanism

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rondinella, Alessia, Crispino, Elena, Guarnera, Francesco, Giudice, Oliver, Ortis, Alessandro, Russo, Giulia, Di Lorenzo, Clara, Maimone, Davide, Pappalardo, Francesco, Battiato, Sebastiano
Format:	Preprint
Published:	2023
Subjects:	Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation -- Methods and Results
by: Rondinella, Alessia, et al.
Published: (2024)

Early detection of hip periprosthetic joint infections through CNN on Computed Tomography images
by: Guarnera, Francesco, et al.
Published: (2023)

MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks
by: Pasqualino, Giovanni, et al.
Published: (2024)

SynthBA: Reliable Brain Age Estimation Across Multiple MRI Sequences and Resolutions
by: Puglisi, Lemuel, et al.
Published: (2024)

On the exploitation of DCT statistics for cropping detectors
by: Ragaglia, Claudio Vittorio, et al.
Published: (2024)

A Novel Dataset for Non-Destructive Inspection of Handwritten Documents
by: Breci, Eleonora, et al.
Published: (2024)

Improving Video Deepfake Detection: A DCT-Based Approach with Patch-Level Analysis
by: Guarnera, Luca, et al.
Published: (2023)

Innovative Methods for Non-Destructive Inspection of Handwritten Documents
by: Breci, Eleonora, et al.
Published: (2023)

On the Exploitation of DCT-Traces in the Generative-AI Domain
by: Pontorno, Orazio, et al.
Published: (2024)

Proto-LeakNet: Towards Signal-Leak Aware Attribution in Synthetic Human Face Imagery
by: Giusti, Claudio, et al.
Published: (2025)

DeepFeatureX Net: Deep Features eXtractors based Network for discriminating synthetic from real images
by: Pontorno, Orazio, et al.
Published: (2024)

TADM: Temporally-Aware Diffusion Model for Neurodegenerative Progression on Brain MRI
by: Litrico, Mattia, et al.
Published: (2024)

A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis
by: Scardace, Antonio, et al.
Published: (2025)

Reinforcing the Weakest Links: Modernizing SIENA with Targeted Deep Learning Integration
by: Raciti, Riccardo, et al.
Published: (2026)

Temporally-Aware Diffusion Model for Brain Progression Modelling with Bidirectional Temporal Regularisation
by: Litrico, Mattia, et al.
Published: (2025)

GenAI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions
by: Casu, Mirko, et al.
Published: (2023)

Fraud is Not Just Rarity: A Causal Prototype Attention Approach to Realistic Synthetic Oversampling
by: Giusti, Claudio, et al.
Published: (2025)

You Only Look at Manga Faces: a YOLOv12-based Approach on Manga Datasets and Benchmark
by: Fargetta, Georgia, et al.
Published: (2025)

Towards Reliable Audio Deepfake Attribution and Model Recognition: A Multi-Level Autoencoder-Based Framework
by: Di Pierno, Andrea, et al.
Published: (2025)

End-to-end Audio Deepfake Detection from RAW Waveforms: a RawNet-Based Approach with Cross-Dataset Evaluation
by: Di Pierno, Andrea, et al.
Published: (2025)

SynthForensics: Benchmarking and Evaluating People-Centric Synthetic Video Deepfakes
by: Leotta, Roberto, et al.
Published: (2026)

Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation
by: Cassia, Massimiliano, et al.
Published: (2025)

Enhancing Crime Scene Investigations through Virtual Reality and Deep Learning Techniques
by: Zappalà, Antonino, et al.
Published: (2024)

Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation
by: Moschetto, Andrea, et al.
Published: (2025)

Instance-level quantitative saliency in multiple sclerosis lesion segmentation
by: Spagnolo, Federico, et al.
Published: (2024)

An MRI assessment of mechanisms underlying lesion growth and shrinkage in multiple sclerosis
by: Ermelinda De Meo, et al.
Published: (2025)

QSM-RimDS: A detection and segmentation tool for paramagnetic rim lesions in multiple sclerosis
by: Luu, Ha, et al.
Published: (2024)

Learning from spatially inhomogenous data: resolution-adaptive convolutions for multiple sclerosis lesion segmentation
by: Diaz, Ivan, et al.
Published: (2025)

ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions
by: Wynen, Maxence, et al.
Published: (2025)

Intergenerational Insurance
by: Lancia, Francesco, et al.
Published: (2024)

A method for segmentation of pebble images in the presence of shadows
by: Alessandro Cattapan, et al.
Published: (2024)

MAM‐UNet: A multiple attention mechanism UNet for the eutectic segmentation of superalloys
by: Meng'ao Li, et al.
Published: (2025)

Remembering Steven Weinberg
by: Giudice, Gian Francesco
Published: (2024)

Intelligent skin lesion segmentation using deformable attention Transformer U‐Net with bidirectional attention mechanism in skin cancer images
by: Lili Cai, et al.
Published: (2024)

Deepfake Media Forensics: State of the Art and Challenges Ahead
by: Amerini, Irene, et al.
Published: (2024)

Dataset related to article: Trigeminal neuralgia in multiple sclerosis: proposal of surgical flowchart and long-term outcome evaluation in a mono-istitutional cohort.
by: Mazzapicchi, Elio, et al.
Published: (2025)

Síndrome de Takotsubo en posoperatorio de plástica mitral
by: Eliana G Ortis
Published: (2019)

Chase-escape with conversion as a multiple sclerosis lesion model
by: Bailey, Emma, et al.
Published: (2025)

The “central vein sign” to differentiate multiple sclerosis from migraine
by: Giulia Silvestri, et al.
Published: (2025)

Autologous platelet concentrates as adjuvant in the surgical management of medication‐related osteonecrosis of the jaw
by: Francesco Bennardo, et al.
Published: (2024)