Jun 7, 2023 · In this study, we propose a machine learning pipeline called U-PASS tailored for clinical applications that incorporates uncertainty estimation ...

We apply U-PASS to the challenging task of sleep staging and demonstrate that it systematically improves performance at every stage. By optimizing the training ...

Feb 23, 2024 · This study introduces U-PASS, a specialized human-centered machine learning pipeline tailored for clinical applications, which effectively ...

In this study, we propose a machine learning pipeline called U-PASS tailored for clinical applications that incorporates uncertainty estimation at every stage ...

U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging. In this repository, you can find the code for the papers: Heremans ...

As machine learning becomes increasingly prevalent in critical fields such ashealthcare, ensuring the safety and reliability of machine learning ...

Feb 26, 2024 · ⚡ Thrilled to announce the publication of our latest article 'U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging' ...

Data quality is crucial for robust machine learning algorithms, with ... U-PASS: an Uncertainty-guided deep learning Pipeline for Automated Sleep Staging.

U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging. ... U-PASS: an Uncertainty-guided deep learning Pipeline for Automated ...

Areas of Research ; U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging. Heremans, Elisabeth RM,Seedat, Nabeel,Buyse, Bertien, ...