1 citations · 2 across the 7 of their papers we have counts for
7 papers
Accelerometry-Derived Digital Biomarkers for Cardiometabolic Risk: A Population-Representative Tabular Benchmark with Uncertainty Quantification
Federico Felizzi
Structured tabular data dominates clinical medicine, yet existing benchmarks fail to reflect real-world properties like complex survey sampling, demographic oversampling, and subgr…
EuropeMedQA Study Protocol: A Multilingual, Multimodal Medical Examination Dataset for Language Model Evaluation
Francesco Andrea Causio, Vittorio De Vita, Olivia Riccomi +17
While Large Language Models (LLMs) have demonstrated high proficiency on English-centric medical examinations, their performance often declines when faced with non-English language…
Are Large Vision Language Models Truly Grounded in Medical Images? Evidence from Italian Clinical Visual Question Answering
Federico Felizzi, Olivia Riccomi, Michele Ferramola +12
Large vision language models (VLMs) have achieved impressive performance on medical visual question answering benchmarks, yet their reliance on visual information remains unclear.…
Economic impact of biomarker-based aging interventions on healthcare costs and individual value
Federico Felizzi
We investigate the economic impact of controlling the pace of aging through biomarker monitoring and targeted interventions. Using the DunedinPACE epigenetic clock as a measure of…
Microtubule tracking from stochastic optical reconstruction microscopy images
Juliane Liepe, Federico Felizzi, Agata Pernus +1
Our work aims at using quantitative imaging tools to complement the limitation of noise encountered by high resolution fluorescence microscopy methods. Several cycles of fluorophor…
Spatial organization of proteomes: A low-rank approximation
Federico Felizzi, Jerome Galtier, Georgios Fengos +1
We investigate the problem of signal transduction via a descriptive analysis of the spatial organization of the complement of proteins exerting a certain function within a cellular…
A Monte Carlo study of ligand-dependent integrin signal initiation
Federico Felizzi, Dagmar Iber
Integrins are allosteric cell adhesion receptors that control many important processes, including cell migration, proliferation, and apoptosis. Ligand binding activates integrins b…