Silvia Campanioni - Publications

Explainable machine learning with bayesian hyper-optimization for predicting cognitive impairment from longitudinal nursing home data.

Journal: Scientific reports

Published: August 18, 2025

Automated transcatheter heart valve 4DCT-based deformation assessment throughout the cardiac cycle: Towards enhanced long-term durability.

Journal: International journal of medical informatics

Published: April 09, 2025

Leaflet thrombosis automatic identification in transcatheter aortic valves using 4DCT.

Journal: Computers in biology and medicine

Published: February 04, 2025

Explainable machine learning on baseline MRI predicts multiple sclerosis trajectory descriptors.

Journal: PloS one

Published: February 08, 2024

Clinical features and long-term outcomes in patients under 35 years with coronary artery disease: Nested case-control study.

Journal: Revista portuguesa de cardiologia : orgao oficial da Sociedade Portuguesa de Cardiologia = Portuguese journal of cardiology : an official journal of the Portuguese Society of Cardiology

Published: December 26, 2023

Automatic Assessment of Transcatheter Aortic Valve Implantation Results on Four-Dimensional Computed Tomography Images Using Artificial Intelligence.

Journal: Bioengineering (Basel, Switzerland)

Published: September 11, 2023

Improving Intensive Care Unit Early Readmission Prediction Using Optimized and Explainable Machine Learning.

Journal: International journal of environmental research and public health

Published: December 20, 2022

Data-Driven Phenotyping of Alzheimer's Disease under Epigenetic Conditions Using Partial Volume Correction of PET Studies and Manifold Learning.

Journal: Biomedicines

Published: December 05, 2022

Two-Step Approach for Occupancy Estimation in Intensive Care Units Based on Bayesian Optimization Techniques.

Journal: Sensors (Basel, Switzerland)

Published: November 30, 2022