https://cognaptus.com/tags/icu-analytics/ Recent content in ICU Analytics on Cognaptus Hugo -- 0.145.0 en-us Sat, 08 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-08-filling-the-gaps-how-bayesian-networks-learn-to-guess-smarter-in-intensive-care/ Sat, 08 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-08-filling-the-gaps-how-bayesian-networks-learn-to-guess-smarter-in-intensive-care/ A mechanism-first look at LUME-DBN, a Bayesian framework that learns temporal clinical networks while treating missing ICU measurements as uncertainty to model, not debris to sweep away.