Andrea Ciardiello | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Influence based explainability of brain tumors segmentation in magnetic resonance imaging	PROGRESS IN ARTIFICIAL INTELLIGENCE	2025
Convolutional neural network model for intestinal metaplasia recognition in gastric corpus using endoscopic image patches	DIAGNOSTICS	2024
SC14.07 DIFFERENTIABLE OPTIMIZATION OF ELECTRON FLASH RADIOTHERAPY TREATMENT PLANS WITH DEEP LEARNING AND BACKPROPAGATION	PHYSICA MEDICA	2024
FAST DOSE DISTRIBUTION ESTIMATION FOR PROTON PENCIL BEAMS WITH DEEP LEARNING	INTERNATIONAL JOURNAL OF PARTICLE THERAPY	2024
Fast and precise dose estimation for very high energy electron radiotherapy with graph neural networks	FRONTIERS IN PHYSICS	2024
COVID-19 therapy optimization by AI-driven biomechanical simulations	THE EUROPEAN PHYSICAL JOURNAL PLUS	2023
Nearest Neighbours Graph Variational AutoEncoder	ALGORITHMS	2023
Tracin in Semantic Segmentation of Tumor Brains in MRI, an Extended Approach	Proceedings of the 2nd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2023)	2023
Multimodal evaluation of 19F-BPA internalization in pancreatic cancer cells for boron capture and proton therapy potential applications	PHYSICA MEDICA	2022
Role of radiomics in predicting lung cancer spread through air spaces in a heterogeneous dataset	TRANSLATIONAL LUNG CANCER RESEARCH	2022
Progress report on the online processing upgrade at the NA62 experiment	JOURNAL OF INSTRUMENTATION	2022
Preliminary results in using Deep Learning to emulate BLOB, a nuclear interaction model	PHYSICA MEDICA	2020
MR-based artificial intelligence model to assess response to therapy in locally advanced rectal cancer	EUROPEAN JOURNAL OF RADIOLOGY	2019