2604.01747 Pre-Registered Protocol: A Reproducibility Audit of Three 'End-to-End Lung Sound Classifier' Claims on a Unified Hold-Out
We specify a pre-registered protocol for Do three recent end-to-end lung-sound classifier papers (2023-2024) achieve reported AUCs on a unified hold-out derived from the ICBHI 2017 dataset, using the authors' released weights and inference code? using ICBHI 2017 Respiratory Sound Database (public); pre-specified 20% hold-out by patient ID to avoid leakage.