Innovation in intensive care: a framework to turn ideas and concepts into actionable solutions.

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Title: Innovation in intensive care: a framework to turn ideas and concepts into actionable solutions.
Authors: Cecconi M; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy.; Department of Anesthesiology and Intensive Care, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy., Greco M; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy. massimiliano.greco@hunimed.eu.; Department of Anesthesiology and Intensive Care, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy. massimiliano.greco@hunimed.eu., Balzani E; Centre for Medical Sciences-CISMed, University of Trento, Trento, Italy., Ioan AM; Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain., Ferrando ES; Department of Anesthesiology and Intensive Care, Uppsala University Hospital, Uppsala, Sweden.; Department of Surgical Sciences, The Hedenstierna Laboratory, Uppsala University, Uppsala, Sweden., Aliverti A; Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, Milan, Italy., Angus DC; Department of Critical Care Medicine, University of Pittsburgh School of Medicine, Pittsburgh, USA., Azoulay E; Intensive Care Department, APHP, Saint-Louis Hospital, Paris-Cité University, INSERM UMR1342 Institut de Recherche Saint-Louis, Paris, France., Bignami E; Unit of Anesthesiology, Division of Critical Care and Pain Medicine, Department of Medicine and Surgery, University of Parma, Parma, Italy., Blanch L; Critical Care Department, Parc Taulí Hospital Universitari, Institut d'Investigació I Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.; Centro Investigación Biomédica en Red de Enfermedaded Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain.; Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain., Bolchini C; Politecnico di Milano, Dip. Elettronica Informazione e Bioingegneria, Milan, Italy., Celi L; Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, USA.; Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center, Boston, USA.; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, USA., Colpaert K; Department of Intensive Care, Ghent University Hospital, Ghent, Belgium.; Data Science Institute, Ghent University Hospital, Ghent, Belgium.; Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium., Morris AC; Division of Perioperative, Acute, Critical Care and Emergency Medicine, Department of Medicine, University of Cambridge, Cambridge, UK.; John V Farman Intensive Care Unit, Addenbrooke's Hospital, Cambridge, UK., Costantino ML; Politecnico di Milano, Dipartimento di Chimica, Materiali e Ingegneria Chimica 'Giulio Natta', Milan, Italy., Elbers P; Department of Intensive Care Medicine, Center for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., Ercole A; Division of Perioperative, Acute, Critical Care and Emergency Medicine, Department of Medicine, University of Cambridge, Cambridge, UK., Ferrario M; Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, Milan, Italy., Fumagalli R; Department of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.; Department of Anesthesia and Intensive Care Medicine, Grande Ospedale Metropolitano Niguarda, Milan, Italy., Grasselli G; Department of Emergency, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.; Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy., Hunfeld NGM; Department of Intensive Care Adults, Erasmus University Medical Centre, Rotterdam, The Netherlands.; Department of Hospital Pharmacy, Erasmus University Medical Centre, Rotterdam, The Netherlands., Iaquaniello C; Neuroanesthesia and Intensive Care, Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy., Jaber S; Saint Eloi ICU, Montpellier University Hospital, PhyMedExp, INSERM, CNRS, Montpellier, France., Kesecioglu J; Department of Intensive Care Medicine, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Landoni G; Department of Anesthesia and Intensive Care, IRCCS San Raffaele Scientific Institute, Milan, Italy., Latronico N; University Department of Medical and Surgical Specialties, Radiological Sciences and Public Health, Università di Brescia, Brescia, Italy.; Department of Emergency, ASST Spedali Civili University Hospital, Brescia, Italy.; 'Alessandra BONO' Interdepartmental University Research Center on LOng Term Outcome (LOTO) in Survivors of Critical Illness, Università di Brescia, Brescia, Italy., Ozoani E; AppliedAI Institute for Europe gGmbH, Munich, Germany., Perchiazzi G; Department of Surgical Sciences, The Hedenstierna Laboratory, Uppsala University, Uppsala, Sweden., Povoa P; NOVA Medical School, CHRC, NOVA University of Lisbon, Lisbon, Portugal.; Research Unit of Clinical Epidemiology, Department of Clinical Research, Odense University Hospital, Odense, Denmark.; D'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil.; Department of Intensive Care, Hospital de São Francisco Xavier, ULSLO, Lisbon, Portugal., Roberts JA; University of Queensland Centre for Clinical Research, Faculty of Medicine The University of Queensland, Brisbane, Australia.; Herston Infectious Diseases Institute (HeIDI), Metro North Health, Brisbane, Australia.; Departments of Pharmacy and Intensive Care Medicine, Royal Brisbane and Women's Hospital, Brisbane, Australia.; UR UM 103, University of Montpellier, Division of Anesthesia Critical Care and Emergency and Pain Medicine, Nimes University Hospital, Nimes, France., Shankar-Hari M; Centre for Critical Illness Research, School of Immunology & Microbial Sciences, King's College London, London, UK., Theodorakopoulou M; Intensive Care Unit I General Hospital of Attiki 'KAT' Nikis 2, Kifisia, Athens, Greece.; 1st University Critical Care Department General Hospital of Athens 'Evangelismos' Ipsilantou, National and Kapodistrian University of Athens, Athens, Greece., Thoral P; Department of Intensive Care Medicine, Center for Critical Care Computational Intelligence, Amsterdam Medical Data Science, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands., van Mol M; Department of Intensive Care Adults, Erasmus University Medical Centre, Rotterdam, The Netherlands., Maggiore S; University Department of Innovative Technologies in Medicine and Dentistry, Gabriele d'Annunzio University of Chieti-Pescara, Chieti, Italy.; Department of Anesthesiology, Critical Care Medicine, and Emergency, SS Annunziata Hospital, Chieti, Italy., De Waele JJ; Department of Intensive Care, Ghent University Hospital, Ghent, Belgium.; Department of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.
Source: Intensive care medicine [Intensive Care Med] 2026 Apr; Vol. 52 (4), pp. 700-713. Date of Electronic Publication: 2026 Apr 07.
Publication Type: Journal Article; Review
Journal Info: Publisher: Springer Verlag Country of Publication: United States NLM ID: 7704851 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1238 (Electronic) Linking ISSN: 03424642 NLM ISO Abbreviation: Intensive Care Med Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1432-1238
DOI:10.1007/s00134-026-08405-6