Optimized U-Net Convolutional Autoencoder for Low-Dose CT Denoising: Technical Improvements and Clinical Validation.

Camilla Scapicchio https://orcid.org/0000-0001-5984-0408 Simone Damiani Patrizio Barca Marco Giannelli Francesca Lizzi Emanuele Neri Alessandra Retico Chiara Romei Camilla Scapicchio Maria Irene Tenerani Antonio Traino Arman Zafaranchi Maria Evelina Fantacci Optimized U-Net Convolutional Autoencoder for Low-Dose CT Denoising: Technical Improvements and Clinical Validation. 413-420 2026 BIOSTEC (2) conf/biostec/2026-2 db/conf/biostec/biostec2026-2.html#DamianiBGLNRRST26

Simone Lossano Simone Capaccioli Francesca Cella Zanacchi Eleonora Da Pozzo Francesca Del Debbio Maria Evelina Fantacci Francesca Lizzi Raffaella Magrassi Benedetta Noferi Dario Pisignano Camilla Scapicchio Alessandra Retico Generative super-resolution AI accelerates nanoscale analysis of cells. 25001 2025 6 Mach. Learn. Sci. Technol. 2 https://doi.org/10.1088/2632-2153/adc3e9 db/journals/mlst/mlst6.html#LossanoCZPDFLMNPSR25 streams/journals/mlst

Simone Damiani Manuela Imbriani Francesca Lizzi Mariagrazia Quattrocchi Alessandra Retico Sara Saponaro Camilla Scapicchio Alessandro Tofani Arman Zafaranchi Maria Irene Tenerani Maria Evelina Fantacci Deep Learning Denoising of Low-Dose Computed Tomography Using Convolutional Autoencoder: A Phantom Study. 376-385 2025 BIOSTEC (1) https://doi.org/10.5220/0013306300003911 conf/biostec/2025-1 db/conf/biostec/biostec2025-1.html#DamianiILQRSSTZ25 Maria Irene Tenerani Silvia Arezzini Antonino Formuso Francesca Lizzi Enrico Mazzoni Stefania Pallotta Alessandra Retico Camilla Scapicchio Cinzia Talamonti Maria Evelina Fantacci Use of Radiomics in Low Dose Chest CT: A Proposal for a Phantom Multi-Centric Study. 403-412 2025 BIOSTEC (1) https://doi.org/10.5220/0013377300003911 conf/biostec/2025-1 db/conf/biostec/biostec2025-1.html#TeneraniAFLMPRS25 Idriss Cabrel Tsewalo Tondji Francesca Lizzi Camilla Scapicchio Alessandra Retico 2.5D Deep Learning Model with Attention Mechanism for Pancreas Segmentation on CT Scans. 669-675 2025 BIOSTEC (1) https://doi.org/10.5220/0013314500003911 conf/biostec/2025-1 db/conf/biostec/biostec2025-1.html#TondjiLSR25 Camilla Scapicchio Silvia Arezzini Antonino Formuso Simone Lossano Enrico Mazzoni Alessandra Retico Human-AI Framework to Investigate New Promising Oncological Radiotherapy Techniques. 343-352 2025 HHAI https://doi.org/10.3233/FAIA250651 conf/hhai/2025 db/conf/hhai/hhai2025.html#ScapicchioAFLMR25 Camilla Scapicchio Silvia Arezzini Maria Evelina Fantacci Antonino Formuso Aafke Christine Kraan Enrico Mazzoni Sara Saponaro Maria Irene Tenerani Alessandra Retico Integration and Optimization of XNAT-Based Platforms for the Management of Heterogeneous and Multicenter Data in Biomedical Research. 551-558 2024 DATA https://doi.org/10.5220/0012839500003756 conf/data/2024 db/conf/data/data2024.html#ScapicchioAFFKM24 Arman Zafaranchi Francesca Lizzi Alessandra Retico Camilla Scapicchio Maria Evelina Fantacci Explainability Applied to a Deep-Learning Based Algorithm for Lung Nodule Segmentation. 132-138 2024 EXPLAINS https://doi.org/10.5220/0013014600003886 conf/explains/2024 db/conf/explains/explains2024.html#ZafaranchiLRSF24 Francesca Lizzi Francesca Brero Maria Evelina Fantacci Alessandro Lascialfari Gianfranco Paternò Ian Postuma Piernicola Oliva Camilla Scapicchio Alessandra Retico A Multi-input Deep Learning Model to Classify COVID-19 Pneumonia Severity from Imaging and Clinical Data. 237-248 2024 IWBBIO (2) https://doi.org/10.1007/978-3-031-64636-2_18 conf/iwbbio/2024-2 db/conf/iwbbio/iwbbio2024-2.html#LizziBFLPPOSR24 streams/conf/iwbbio Camilla Scapicchio Elena Ballante Francesca Brero Raffaella Fiamma Cabini Andrea Chincarini Maria Evelina Fantacci Silvia Figini Alessandro Lascialfari Francesca Lizzi Ian Postuma Alessandra Retico Integration of a Deep Learning-Based Module for the Quantification of Imaging Features into the Filling-in Process of the Radiological Structured Report. 663-670 2023 HEALTHINF https://doi.org/10.5220/0011921900003414 conf/biostec/2023hi db/conf/biostec/healthinf2023.html#ScapicchioBBCCF23 Silvia Arezzini Elena Ballante Patrizio Barca Francesca Brero Raffaella Fiamma Cabini Simone Capaccioli Andrea Chincarini Simone Damiani Francesca Del Debbio Maria Evelina Fantacci Silvia Figini Antonino Formuso Marco Giannelli Manuela Imbriani Aafke Christine Kraan Alessandro Lascialfari Francesca Lizzi Simone Lossano Raffaella Magrassi Enrico Mazzoni Emanuele Neri Benedetta Noferi Piernicola Oliva Stefania Pallotta Gianfranco Paternò Dario Pisignano Ian Postuma Eleonora Da Pozzo Mariagrazia Quattrocchi Alessandra Retico Chiara Romei Sara Saponaro Cinzia Talamonti Maria Irene Tenerani Alessandro Tofani Idriss Cabrel Tsewalo Tondji Antonio Traino Arman Zafaranchi Francesca Cella Zanacchi