Alessandra Retico

Orcid: 0000-0001-5135-4472

According to our database1, Alessandra Retico authored at least 45 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders.
Brain Informatics, December, 2024

2023
Effect of data harmonization of multicentric dataset in ASD/TD classification.
Brain Informatics, December, 2023

Deep Learning and Medical Image Analysis: Epistemology and Ethical Issues.
Proceedings of the 3rd International Conference on Image Processing and Vision Engineering, 2023

Integration of a Deep Learning-Based Module for the Quantification of Imaging Features into the Filling-in Process of the Radiological Structured Report.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade of two U-nets: training and assessment on multiple datasets using different annotation criteria.
Int. J. Comput. Assist. Radiol. Surg., 2022

Analysis of a Flexible Dual-Channel Octagonal Coil System for UHF MRI.
IEEE Access, 2022

2021
Three dimensional MRF obtains highly repeatable and reproducible multi-parametric estimations in the healthy human brain at 1.5T and 3T.
NeuroImage, 2021

Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade oftwo U-nets: training and assessment on multipledatasets using different annotation criteria.
CoRR, 2021

Making Data Big for a Deep-learning Analysis: Aggregation of Public COVID-19 Datasets of Lung Computed Tomography Scans.
Proceedings of the 10th International Conference on Data Science, 2021

Voxelized Breast Phantoms for Dosimetry in Mammography.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020
Numerical and Workbench Design of 2.35 T Double-Tuned (¹H/²³Na) Nested RF Birdcage Coils Suitable for Animal Size MRI.
IEEE Trans. Medical Imaging, 2020

Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI).
Artif. Intell. Medicine, 2020

Dealing with confounders and outliers in classification medical studies: The Autism Spectrum Disorders case study.
Artif. Intell. Medicine, 2020

Assessment of ultra-high-field Magnetic Resonance Imaging safety via temperature increase monitoring with Magnetic Resonance Thermometry.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

3D Printing Materials for Physical Breast Phantoms: Monte Carlo Assessment and Experimental Validation.
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019
Multi-site repeatability and reproducibility of MR fingerprinting of the healthy brain at 1.5 and 3.0 T.
NeuroImage, 2019

Radiomic and Dosiomic Profiling of Paediatric Medulloblastoma Tumours Treated with Intensity Modulated Radiation Therapy.
Proceedings of the Computer Analysis of Images and Patterns, 2019

Residual Convolutional Neural Networks to Automatically Extract Significant Breast Density Features.
Proceedings of the Computer Analysis of Images and Patterns, 2019

Residual Convolutional Neural Networks for Breast Density Classification.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018
A new method to evaluate the average absorbed dose in mammography and breast tomosynthesis.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

Double Tuned <sup>1</sup>H-<sup>23</sup>Na Birdcage Coils for MRI at 7 T : Performance evaluation through electromagnetic simulations.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

Subject-specific knee SAR prediction using a degenerate birdcage at 7T.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

Evaluation of Dosimetric Properties in Full Field Digital Mammography (FFDM) - Development of a New Dose Index.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017
ARIANNA: A research environment for neuroimaging studies in autism spectrum disorders.
Comput. Biol. Medicine, 2017

2016
A Semiautomatic Image Processing Tool to Measure Small Structures in Magnetic Resonance Images of the Brain at 7 Tesla - Application to Hippocampus Subfields of Patients with Mild Cognitive Impairment.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

Processing Magnetic Resonance Image Features with One-class Support Vector Machines - Investigation of the Autism Spectrum Disorder Heterogeneity.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

Magnetic Resonance Imaging at 7 Tesla with Dedicated Radiofrequency Coils - Application to Cervical Cord and Knee.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015
A 7T double-tuned (<sup>1</sup>H/<sup>31</sup>P) microstrip surface RF coil for the IMAGO7 MR scanner.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

Non-invasive assessment of Neuromuscular Disorders by 7 tesla Magnetic Resonance Imaging and Spectroscopy: Dedicated radio-frequency coil development.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

Automated hippocampus segmentation with the Channeler Ant Model: Results on different datasets.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

A non-invasive method for a quantitative evaluation of muscle involvement in MRI of Neuromuscular Diseases.
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015

A Web-based Computer Aided Detection System for Automated Search of Lung Nodules in Thoracic Computed Tomography Scans.
Proceedings of the BIOINFORMATICS 2015, 2015

Quantitative Scoring of Muscle Involvement in MRI of Neuromuscular Diseases.
Proceedings of the BIOIMAGING 2015, 2015

2012
Female children with autism spectrum disorder: An insight from mass-univariate and pattern classification analyses.
NeuroImage, 2012

Combination of computer-aided detection algorithms for automatic lung nodule identification.
Int. J. Comput. Assist. Radiol. Surg., 2012

2011
Local MRI analysis approach in the diagnosis of early and prodromal Alzheimer's disease.
NeuroImage, 2011

2010
Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study.
Medical Image Anal., 2010

Selective reduction of CAD false-positive findings.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

2009
Pleural nodule identification in low-dose and thin-slice lung computed tomography.
Comput. Biol. Medicine, 2009

A voxel-based neural approach (VBNA) to identify lung nodules in the ANODE09 study.
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

2008
Lung nodule detection in low-dose and thin-slice computed tomography.
Comput. Biol. Medicine, 2008

2007
Characterization of mammographic masses using a gradient-based segmentation algorithm and a neural classifier.
Comput. Biol. Medicine, 2007

An automated system for lung nodule detection in low-dose computed tomography.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007

2006
Computer-aided detection of pulmonary nodules in low-dose CT.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006

2003
GPCALMA, a mammographic CAD in a GRID connection.
Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003


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