<HashMap><database>biostudies-literature</database><scores/><additional><omics_type>Unknown</omics_type><volume>14(24)</volume><submitter>Chiaruttini M</submitter><journal>Diagnostics (Basel, Switzerland)</journal><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC11675706</full_dataset_link><repository>biostudies-literature</repository><pubmed_title>Non-Invasive Ventilation Failure in Pediatric ICU: A Machine Learning Driven Prediction</pubmed_title><pmcid>PMC11675706</pmcid><pubmed_authors>Moggia S</pubmed_authors><pubmed_authors>Colosimo D</pubmed_authors><pubmed_authors>Rulli I</pubmed_authors><pubmed_authors>Daverio M</pubmed_authors><pubmed_authors>Perrotta D</pubmed_authors><pubmed_authors>Sacco F</pubmed_authors><pubmed_authors>Chiaruttini M</pubmed_authors><pubmed_authors>Zanonato E</pubmed_authors><pubmed_authors>Mondardini M</pubmed_authors><pubmed_authors>Alaimo N</pubmed_authors><pubmed_authors>Lorenzoni G</pubmed_authors><pubmed_authors>Cecchetti C</pubmed_authors><pubmed_authors>Gregori D</pubmed_authors><pubmed_authors>Chidini G</pubmed_authors><pubmed_authors>Marchetto L</pubmed_authors><pubmed_authors>Amigoni A</pubmed_authors><pubmed_authors>Sagredini R</pubmed_authors><pubmed_authors>Micalizzi C</pubmed_authors><pubmed_authors>Vitale P</pubmed_authors><pubmed_authors>Chisari G</pubmed_authors><pubmed_authors>Genoni G</pubmed_authors><pubmed_authors>Izzo F</pubmed_authors><pubmed_authors>Picconi E</pubmed_authors><pubmed_authors>Nettuno C</pubmed_authors><pubmed_authors>Wolfler A</pubmed_authors><pubmed_authors>Rossetti E</pubmed_authors></additional><is_claimable>false</is_claimable><name>Non-Invasive Ventilation Failure in Pediatric ICU: A Machine Learning Driven Prediction</name><description/><dates><release>2024-01-01T00:00:00Z</release><publication>2024 Dec</publication><modification>2025-04-04T01:32:34.033Z</modification><creation>2025-04-04T01:32:34.033Z</creation></dates><accession>S-EPMC11675706</accession><cross_references/></HashMap>