Alessandra Retico

Pisa Branch
Pisa, Italy

Last Updated: 09/26/2026

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Found 59 publications

Efficient machine learning models leveraging DCE-MRI morphological and dynamic features allow accurate breast lesion classification.

Efficient machine learning models leveraging DCE-MRI morphological and dynamic features allow accurate breast lesion classification.

Journal: Biomedical physics & engineering express

Published: February 11, 2026

DeLTA-BIT: an open-source probabilistic tractography-based deep learning framework for thalamic targeting in functional neurological disorders.

DeLTA-BIT: an open-source probabilistic tractography-based deep learning framework for thalamic targeting in functional neurological disorders.

Journal: ArXiv

Published: February 06, 2026

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

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

Journal: Biomedical physics & engineering express

Published: December 18, 2025

A digital twin approach for simultaneous reconstruction of brain anatomy and dynamics from neural data.

A digital twin approach for simultaneous reconstruction of brain anatomy and dynamics from neural data.

Journal: PLOS digital health

Published: October 21, 2025

Radiomics and Deep Learning Interplay for Predicting MGMT Methylation in Glioblastoma: The Crucial Role of Segmentation Quality.

Radiomics and Deep Learning Interplay for Predicting MGMT Methylation in Glioblastoma: The Crucial Role of Segmentation Quality.

Journal: Cancers

Published: September 23, 2025

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

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

Journal: Nutrients

Published: July 03, 2025

An explainable-by-design end-to-end AI framework based on prototypical part learning for lesion detection and classification in Digital Breast Tomosynthesis images.

An explainable-by-design end-to-end AI framework based on prototypical part learning for lesion detection and classification in Digital Breast Tomosynthesis images.

Journal: Computational and structural biotechnology journal

Published: January 28, 2025

The Evolution of Artificial Intelligence in Medical Imaging: From Computer Science to Machine and Deep Learning.

The Evolution of Artificial Intelligence in Medical Imaging: From Computer Science to Machine and Deep Learning.

Journal: Cancers

Published: September 27, 2024

In-beam PET treatment monitoring of carbon therapy patients: Results of a clinical trial at CNAO.

In-beam PET treatment monitoring of carbon therapy patients: Results of a clinical trial at CNAO.

Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)

Published: April 08, 2024

Radiomic- and dosiomic-based clustering development for radio-induced neurotoxicity in pediatric medulloblastoma.

Radiomic- and dosiomic-based clustering development for radio-induced neurotoxicity in pediatric medulloblastoma.

Journal: Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery

Published: March 10, 2024

Investigation of a potential upstream harmonization based on image appearance matching to improve radiomics features robustness: a phantom study.

Investigation of a potential upstream harmonization based on image appearance matching to improve radiomics features robustness: a phantom study.

Journal: Biomedical physics & engineering express

Published: October 27, 2023

Tackling the small data problem in medical image classification with artificial intelligence: a systematic review.

Tackling the small data problem in medical image classification with artificial intelligence: a systematic review.

Journal: Progress in biomedical engineering (Bristol, England)

Published: October 25, 2023

Showing 1-12 of 59

Last Updated: 09/26/2026