Alessandra Retico

20PUBLICATIONS
83CO-AUTHORS
Deep learningReinforcement learningEpigenetics (incl. genome methylation and epigenomics)Intersectional studiesSemi- and unsupervised learning
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Publications (20)

|Jun 02, 2026
Denoising of low-dose chest computed tomography images using a U-net based convolutional autoencoder and transfer learning.

|Mar 25, 2026
Efficient machine learning models leveraging DCE-MRI morphological and dynamic features allow accurate breast lesion classification.

Gianluca Morcaldi, Maria Evelina Fantacci, Claudio Gasperi

|Nov 13, 2025
Radiomics and Deep Learning Interplay for Predicting MGMT Methylation in Glioblastoma: The Crucial Role of Segmentation Quality.

Francesca Lizzi, Sara Saponaro, Alessia Giuliano

|Aug 28, 2025
Body Mass Index Impacts on Gray Matter Volume in Developmental Restrictive Anorexia Nervosa: A Voxel-Based Morphometry Study.

Olivia Curzio, Carlotta Francesca De Pasquale, Sandra Maestro

|Dec 10, 2024
Tackling the small data problem in medical image classification with artificial intelligence: a systematic review.

Stefano Piffer, Leonardo Ubaldi, Sabina Tangaro

|Nov 09, 2024
The Evolution of Artificial Intelligence in Medical Imaging: From Computer Science to Machine and Deep Learning.

Michele Avanzo, Joseph Stancanello, Giovanni Pirrone

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Frequent Collaborators

4 joint publications

Michela Tosetti

3 joint publications

Fabio Luis Souza Duran

3 joint publications

Declan G M Murphy

3 joint publications

Christine M Freitag