Leonardo Ubaldi - Publications

Radiomics and Deep Learning Interplay for Predicting MGMT Methylation in Glioblastoma: The Crucial Role of Segmentation Quality.

Journal: Cancers

Published: September 23, 2025

Disrupted Emergent Properties of the Brain in Schizophrenia: Insight From Integrated Information Decomposition of Resting State fMRI.

Journal: Brain and behavior

Published: September 10, 2025

Radiomic- and dosiomic-based clustering development for radio-induced neurotoxicity in pediatric medulloblastoma.

Journal: Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery

Published: March 10, 2024

Robust machine learning challenge: An AIFM multicentric competition to spread knowledge, identify common pitfalls and recommend best practice.

Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)

Published: December 12, 2023

Developing an ensemble machine learning study: Insights from a multi-center proof-of-concept study.

Journal: PloS one

Published: November 15, 2023

Tackling the small data problem in medical image classification with artificial intelligence: a systematic review.

Journal: Progress in biomedical engineering (Bristol, England)

Published: October 25, 2023

Adverse Events to Comirnaty Vaccine Are Linked to Sex, Age and BMI: Should We Consider Reducing the Dose for Females?

Journal: Vaccines

Published: January 18, 2023

Deriving quantitative information from multiparametric MRI via Radiomics: Evaluation of the robustness and predictive value of radiomic features in the discrimination of low-grade versus high-grade gliomas with machine learning.

Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)

Published: July 29, 2022

A 'Multiomic' Approach of Saliva Metabolomics, Microbiota, and Serum Biomarkers to Assess the Need of Hospitalization in Coronavirus Disease 2019.

Journal: Gastro hep advances

Published: September 24, 2021

Strategies to develop radiomics and machine learning models for lung cancer stage and histology prediction using small data samples.

Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)

Published: April 03, 2021

One dose of SARS-CoV-2 vaccine exponentially increases antibodies in individuals who have recovered from symptomatic COVID-19.

Journal: The Journal of clinical investigation

Published: March 01, 2021

The antibody response to SARS-CoV-2 infection persists over at least 8 months in symptomatic patients.

Journal: Communications medicine

Published: January 26, 2021