Alessandra Retico

20PUBLICATIONS

83CO-AUTHORS

Deep learningReinforcement learningEpigenetics (incl. genome methylation and epigenomics)Intersectional studiesSemi- and unsupervised learning

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Publications (20)

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|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

Declan G M Murphy

Christine M Freitag

Simon E Fisher

Fengfeng Zhou

Clyde Francks

Katya Rubia

Clodagh Murphy

Sara Calderoni

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