Rosa Sicilia

Rome, Italy

Last Updated: 09/26/2026

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Found 14 publications

Predicting 2-Year Overall Survival in NSCLC from CT Scans Using 2D CNNs and Soft Attention.

Predicting 2-Year Overall Survival in NSCLC from CT Scans Using 2D CNNs and Soft Attention.

Journal: Studies in health technology and informatics

Published: May 23, 2026

Multimodal clinical data integration for prognosis of pulmonary embolism: A comparative study.

Multimodal clinical data integration for prognosis of pulmonary embolism: A comparative study.

Journal: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

Published: December 15, 2025

Class balancing diversity multimodal ensemble for Alzheimer's disease diagnosis and early detection.

Class balancing diversity multimodal ensemble for Alzheimer's disease diagnosis and early detection.

Journal: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society

Published: October 03, 2024

Hierarchical embedding attention for overall survival prediction in lung cancer from unstructured EHRs.

Hierarchical embedding attention for overall survival prediction in lung cancer from unstructured EHRs.

Journal: BMC medical informatics and decision making

Published: September 05, 2024

Introduction to the special issue on IEEE CBMS 2022 mining healthcare: AI and machine learning for biomedicine.

Introduction to the special issue on IEEE CBMS 2022 mining healthcare: AI and machine learning for biomedicine.

Journal: Artificial intelligence in medicine

Published: September 03, 2024

Exploring Negated Entites for Named Entity Recognition in Italian Lung Cancer Clinical Reports.

Exploring Negated Entites for Named Entity Recognition in Italian Lung Cancer Clinical Reports.

Journal: Studies in health technology and informatics

Published: May 24, 2024

Deep pathomics: A new image-based tool for predicting response to treatment in stage III non-small cell lung cancer.

Deep pathomics: A new image-based tool for predicting response to treatment in stage III non-small cell lung cancer.

Journal: PloS one

Published: July 03, 2023

Radiomic Machine-Learning Analysis of Multiparametric Magnetic Resonance Imaging in the Diagnosis of Clinically Significant Prostate Cancer: New Combination of Textural and Clinical Features.

Radiomic Machine-Learning Analysis of Multiparametric Magnetic Resonance Imaging in the Diagnosis of Clinically Significant Prostate Cancer: New Combination of Textural and Clinical Features.

Journal: Current oncology (Toronto, Ont.)

Published: December 31, 2022

A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer.

A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer.

Journal: Journal of imaging

Published: September 29, 2022

Pareto optimization of deep networks for COVID-19 diagnosis from chest X-rays.

Pareto optimization of deep networks for COVID-19 diagnosis from chest X-rays.

Journal: Pattern recognition

Published: March 31, 2021

3T MRI-Radiomic Approach to Predict for Lymph Node Status in Breast Cancer Patients.

3T MRI-Radiomic Approach to Predict for Lymph Node Status in Breast Cancer Patients.

Journal: Cancers

Published: March 02, 2021

AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study.

AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study.

Journal: Medical image analysis

Published: December 04, 2020

Showing 1-12 of 14

Last Updated: 09/26/2026