Audio-based snore and sleep apnea detection on smartphones — two CNN baselines with multi-seed bootstrap validation.
Leakage-aware reference workflow for multimodal biomedical survival-risk modelling with patient-level validation
Leakage-aware R/tidymodels analysis of repeated acoustic biomarkers for Parkinson's disease classification.
This repository contains Matlab codes developed for the thesis of the exam of Mathematical Models for Biomedicine, a.y. 2022-23, Master of Science in Mathematical Engineering at Politecnico di Torino, held by proff. Chiara Giverso, Luigi Preziosi, Luca Mesin. This work had been developed in cooperation with Lorenzo Vito Dal Zovo and Enrico Ortu.
Distribution-free uncertainty for cancer drug response: a GNN predictor with split conformal prediction on GDSC1.
Experiments based on changes to the original pipeline described in “Heterogeneous Graph Learning for Multi‑Modal Medical Data Analysis” (Kim et al., 2023).
Coordinate Attention for 1D Audio-Based Sleep Apnea Detection — a multi-seed empirical study on smartphone-deployable architectures.
A Zero-Shot Cross-Condition Generalisation Study of Classical ML Classifiers for Parkinson's, Huntington's, and ALS Gait with SHAP-Based Transfer Failure Diagnosis
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