Jonathan Montomoli

Affiliations

Department of Anesthesia and Intensive Care, Infermi Hospital, AUSL Romagna, Rimini, Italy.
Department of Intensive Care, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.

Publications (11)

Artificial intelligence in intensive care: moving towards clinical decision support systems.

Minerva anestesiologica

Avec: Jonathan Montomoli , Matthias P Hilty , Can Ince

From Big Data's 5Vs to clinical practice's 5Ws: enhancing data-driven decision making in healthcare.

Journal of clinical monitoring and computing

Avec: Valentina Bellini , Marco Cascella , Jonathan Montomoli , Elena Bignami

Algor-ethics: charting the ethical path for AI in critical care.

Journal of clinical monitoring and computing

Avec: Jonathan Montomoli , Maria Maddalena Bitondo , Marco Cascella , Emanuele Rezoagli , Luca Romeo , Valentina Bellini , Federico Semeraro , Emiliano Gamberini , Emanuele Frontoni , Vanni Agnoletti , Mattia Altini , Paolo Benanti , Elena Giovanna Bignami

Prognostic factors associated with mortality risk and disease progression in 639 critically ill patients with COVID-19 in Europe: Initial report of the international RISC-19-ICU prospective observational cohort.

EClinicalMedicine

Avec: Pedro David Wendel Garcia , Thierry Fumeaux , Philippe Guerci , Dorothea Monika Heuberger , Jonathan Montomoli , Ferran Roche-Campo , Reto Andreas Schuepbach , Matthias Peter Hilty , Auteur inconnu

Sixty-Day Mortality Among 520 Italian Hospitalized COVID-19 Patients According to the Adopted Ventilatory Strategy in the Context of an Integrated Multidisciplinary Clinical Organization: A Population-Based Cohort Study.

Clinical epidemiology

Avec: Antonella Potalivo , Jonathan Montomoli , Francesca Facondini , Gianfranco Sanson , Luigi Arcangelo Lazzari Agli , Tiziana Perin , Francesco Cristini , Enrico Cavagna , Raffaella De Giovanni , Carlo Biagetti , Ilaria Panzini , Cinzia Ravaioli , Maria Maddalena Bitondo , Daniela Guerra , Giovanni Giuliani , Elena Mosconi , Sonia Guarino , Elisa Marchionni , Gianfilippo Gangitano , Ilaria Valentini , Luca Giampaolo , Francesco Muratore , Giuseppe Nardi

Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients.

Journal of intensive medicine

Avec: Jonathan Montomoli , Luca Romeo , Sara Moccia , Michele Bernardini , Lucia Migliorelli , Daniele Berardini , Abele Donati , Andrea Carsetti , Maria Grazia Bocci , Pedro David Wendel Garcia , Thierry Fumeaux , Philippe Guerci , Reto Andreas Schüpbach , Can Ince , Emanuele Frontoni , Matthias Peter Hilty , Auteur inconnu

Effects of hyperoxemia in patients with sepsis - A post-hoc analysis of a multicentre randomized clinical trial.

Pulmonology

Avec: G Catalisano , M Ippolito , A Blanda , J Meessen , A Giarratano , N Todesco , V Bonato , F Restuccia , J Montomoli , G Fiore , G Grasselli , P Caironi , R Latini , A Cortegiani

Implications of early respiratory support strategies on disease progression in critical COVID-19: a matched subanalysis of the prospective RISC-19-ICU cohort.

Critical care (London, England)

Avec: Pedro D Wendel Garcia , Hernán Aguirre-Bermeo , Philipp K Buehler , Mario Alfaro-Farias , Bernd Yuen , Sascha David , Thomas Tschoellitsch , Tobias Wengenmayer , Anita Korsos , Alberto Fogagnolo , Gian-Reto Kleger , Maddalena A Wu , Riccardo Colombo , Fabrizio Turrini , Antonella Potalivo , Emanuele Rezoagli , Raquel Rodríguez-García , Pedro Castro , Arantxa Lander-Azcona , Maria C Martín-Delgado , Herminia Lozano-Gómez , Rolf Ensner , Marc P Michot , Nadine Gehring , Peter Schott , Martin Siegemund , Lukas Merki , Jan Wiegand , Marie M Jeitziner , Marcus Laube , Petra Salomon , Frank Hillgaertner , Alexander Dullenkopf , Hatem Ksouri , Sara Cereghetti , Serge Grazioli , Christian Bürkle , Julien Marrel , Isabelle Fleisch , Marie-Helene Perez , Anja Baltussen Weber , Samuele Ceruti , Katharina Marquardt , Tobias Hübner , Hermann Redecker , Michael Studhalter , Michael Stephan , Daniela Selz , Urs Pietsch , Anette Ristic , Antje Heise , Friederike Meyer Zu Bentrup , Marilene Franchitti Laurent , Patricia Fodor , Tomislav Gaspert , Christoph Haberthuer , Elif Colak , Dorothea M Heuberger , Thierry Fumeaux , Jonathan Montomoli , Philippe Guerci , Reto A Schuepbach , Matthias P Hilty , Ferran Roche-Campo , Auteur inconnu

Lactate Arterial-Central Venous Gradient among COVID-19 Patients in ICU: A Potential Tool in the Clinical Practice.

Critical care research and practice

Avec: Giuseppe Nardi , Gianfranco Sanson , Lucia Tassinari , Giovanna Guiotto , Antonella Potalivo , Jonathan Montomoli , Fernando Schiraldi

Clinical implications of microvascular CT scan signs in COVID-19 patients requiring invasive mechanical ventilation.

La Radiologia medica

Avec: Giorgia Dalpiaz , Lorenzo Gamberini , Aldo Carnevale , Savino Spadaro , Carlo Alberto Mazzoli , Sara Piciucchi , Davide Allegri , Chiara Capozzi , Ersenad Neziri , Maurizio Bartolucci , Francesco Muratore , Francesca Coppola , Antonio Poerio , Emanuela Giampalma , Luca Baldini , Tommaso Tonetti , Iacopo Cappellini , Davide Colombo , Gianluca Zani , Lorenzo Mellini , Vanni Agnoletti , Federica Damiani , Giovanni Gordini , Cristiana Laici , Giuliano Gola , Antonella Potalivo , Jonathan Montomoli , Vito Marco Ranieri , Emanuele Russo , Stefania Taddei , Carlo Alberto Volta , Gaetano Scaramuzzo

Dynamics of disease characteristics and clinical management of critically ill COVID-19 patients over the time course of the pandemic: an analysis of the prospective, international, multicentre RISC-19-ICU registry.

Critical care (London, England)

Avec: Pedro David Wendel-Garcia , André Moser , Marie-Madlen Jeitziner , Hernán Aguirre-Bermeo , Pedro Arias-Sanchez , Janina Apolo , Ferran Roche-Campo , Diego Franch-Llasat , Gian-Reto Kleger , Claudia Schrag , Urs Pietsch , Miodrag Filipovic , Sascha David , Klaus Stahl , Souad Bouaoud , Amel Ouyahia , Patricia Fodor , Pascal Locher , Martin Siegemund , Nuria Zellweger , Sara Cereghetti , Peter Schott , Gianfilippo Gangitano , Maddalena Alessandra Wu , Mario Alfaro-Farias , Gerardo Vizmanos-Lamotte , Hatem Ksouri , Nadine Gehring , Emanuele Rezoagli , Fabrizio Turrini , Herminia Lozano-Gómez , Andrea Carsetti , Raquel Rodríguez-García , Bernd Yuen , Anja Baltussen Weber , Pedro Castro , Jesus Oscar Escos-Orta , Alexander Dullenkopf , Maria C Martín-Delgado , Theodoros Aslanidis , Marie-Helene Perez , Frank Hillgaertner , Samuele Ceruti , Marilene Franchitti Laurent , Julien Marrel , Riccardo Colombo , Marcus Laube , Alberto Fogagnolo , Michael Studhalter , Tobias Wengenmayer , Emiliano Gamberini , Christian Buerkle , Philipp K Buehler , Stefanie Keiser , Muhammed Elhadi , Jonathan Montomoli , Philippe Guerci , Thierry Fumeaux , Reto A Schuepbach , Stephan M Jakob , Yok-Ai Que , Matthias Peter Hilty , Auteur inconnu

Réseau de co-auteurs

Thierry Fumeaux 4 collaborations

Philippe Guerci 4 collaborations

None None 4 collaborations

Antonella Potalivo 4 collaborations

Emanuele Rezoagli 3 collaborations

Ferran Roche-Campo 3 collaborations

Matthias Peter Hilty 3 collaborations

Matthias P Hilty 2 collaborations

Can Ince 2 collaborations

Valentina Bellini 2 collaborations

Marco Cascella 2 collaborations

Maria Maddalena Bitondo 2 collaborations

Luca Romeo 2 collaborations

Emiliano Gamberini 2 collaborations

Emanuele Frontoni 2 collaborations

Vanni Agnoletti 2 collaborations

Pedro David Wendel Garcia 2 collaborations

Gianfranco Sanson 2 collaborations

Gianfilippo Gangitano 2 collaborations

Francesco Muratore 2 collaborations

Giuseppe Nardi 2 collaborations

Andrea Carsetti 2 collaborations

Hernán Aguirre-Bermeo 2 collaborations

Philipp K Buehler 2 collaborations

Mario Alfaro-Farias 2 collaborations

Bernd Yuen 2 collaborations

Sascha David 2 collaborations

Tobias Wengenmayer 2 collaborations

Alberto Fogagnolo 2 collaborations

Gian-Reto Kleger 2 collaborations

Riccardo Colombo 2 collaborations

Fabrizio Turrini 2 collaborations

Raquel Rodríguez-García 2 collaborations

Pedro Castro 2 collaborations

Maria C Martín-Delgado 2 collaborations

Herminia Lozano-Gómez 2 collaborations

Nadine Gehring 2 collaborations

Peter Schott 2 collaborations

Martin Siegemund 2 collaborations

Marcus Laube 2 collaborations

Frank Hillgaertner 2 collaborations

Alexander Dullenkopf 2 collaborations

Hatem Ksouri 2 collaborations

Sara Cereghetti 2 collaborations

Julien Marrel 2 collaborations

Marie-Helene Perez 2 collaborations

Anja Baltussen Weber 2 collaborations

Samuele Ceruti 2 collaborations

Michael Studhalter 2 collaborations

Urs Pietsch 2 collaborations

Marilene Franchitti Laurent 2 collaborations

Patricia Fodor 2 collaborations

Reto A Schuepbach 2 collaborations

Elena Bignami 1 collaboration

Federico Semeraro 1 collaboration

Mattia Altini 1 collaboration

Paolo Benanti 1 collaboration

Elena Giovanna Bignami 1 collaboration

Dorothea Monika Heuberger 1 collaboration

Reto Andreas Schuepbach 1 collaboration

Francesca Facondini 1 collaboration

Luigi Arcangelo Lazzari Agli 1 collaboration

Tiziana Perin 1 collaboration

Francesco Cristini 1 collaboration

Enrico Cavagna 1 collaboration

Raffaella De Giovanni 1 collaboration

Carlo Biagetti 1 collaboration

Ilaria Panzini 1 collaboration

Cinzia Ravaioli 1 collaboration

Daniela Guerra 1 collaboration

Giovanni Giuliani 1 collaboration

Elena Mosconi 1 collaboration

Sonia Guarino 1 collaboration

Elisa Marchionni 1 collaboration

Ilaria Valentini 1 collaboration

Luca Giampaolo 1 collaboration

Sara Moccia 1 collaboration

Michele Bernardini 1 collaboration

Lucia Migliorelli 1 collaboration

Daniele Berardini 1 collaboration

Abele Donati 1 collaboration

Maria Grazia Bocci 1 collaboration

Reto Andreas Schüpbach 1 collaboration

G Catalisano 1 collaboration

M Ippolito 1 collaboration

A Blanda 1 collaboration

J Meessen 1 collaboration

A Giarratano 1 collaboration

N Todesco 1 collaboration

V Bonato 1 collaboration

F Restuccia 1 collaboration

J Montomoli 1 collaboration

G Fiore 1 collaboration

G Grasselli 1 collaboration

P Caironi 1 collaboration

R Latini 1 collaboration

A Cortegiani 1 collaboration

Pedro D Wendel Garcia 1 collaboration

Thomas Tschoellitsch 1 collaboration

Anita Korsos 1 collaboration

Maddalena A Wu 1 collaboration

Arantxa Lander-Azcona 1 collaboration

Rolf Ensner 1 collaboration

Marc P Michot 1 collaboration

Lukas Merki 1 collaboration

Jan Wiegand 1 collaboration

Marie M Jeitziner 1 collaboration

Petra Salomon 1 collaboration

Serge Grazioli 1 collaboration

Christian Bürkle 1 collaboration

Isabelle Fleisch 1 collaboration

Katharina Marquardt 1 collaboration

Tobias Hübner 1 collaboration

Hermann Redecker 1 collaboration

Michael Stephan 1 collaboration

Daniela Selz 1 collaboration

Anette Ristic 1 collaboration

Antje Heise 1 collaboration

Friederike Meyer Zu Bentrup 1 collaboration

Tomislav Gaspert 1 collaboration

Christoph Haberthuer 1 collaboration

Elif Colak 1 collaboration

Dorothea M Heuberger 1 collaboration

Lucia Tassinari 1 collaboration

Giovanna Guiotto 1 collaboration

Fernando Schiraldi 1 collaboration

Giorgia Dalpiaz 1 collaboration

Lorenzo Gamberini 1 collaboration

Aldo Carnevale 1 collaboration

Savino Spadaro 1 collaboration

Carlo Alberto Mazzoli 1 collaboration

Sara Piciucchi 1 collaboration

Davide Allegri 1 collaboration

Chiara Capozzi 1 collaboration

Ersenad Neziri 1 collaboration

Maurizio Bartolucci 1 collaboration

Francesca Coppola 1 collaboration

Antonio Poerio 1 collaboration

Emanuela Giampalma 1 collaboration

Luca Baldini 1 collaboration

Tommaso Tonetti 1 collaboration

Iacopo Cappellini 1 collaboration

Davide Colombo 1 collaboration

Gianluca Zani 1 collaboration

Lorenzo Mellini 1 collaboration

Federica Damiani 1 collaboration

Giovanni Gordini 1 collaboration

Cristiana Laici 1 collaboration

Giuliano Gola 1 collaboration

Vito Marco Ranieri 1 collaboration

Emanuele Russo 1 collaboration

Stefania Taddei 1 collaboration

Carlo Alberto Volta 1 collaboration

Gaetano Scaramuzzo 1 collaboration

Pedro David Wendel-Garcia 1 collaboration

André Moser 1 collaboration

Marie-Madlen Jeitziner 1 collaboration

Pedro Arias-Sanchez 1 collaboration

Janina Apolo 1 collaboration

Diego Franch-Llasat 1 collaboration

Claudia Schrag 1 collaboration

Miodrag Filipovic 1 collaboration

Klaus Stahl 1 collaboration

Souad Bouaoud 1 collaboration

Amel Ouyahia 1 collaboration

Pascal Locher 1 collaboration

Nuria Zellweger 1 collaboration

Maddalena Alessandra Wu 1 collaboration

Gerardo Vizmanos-Lamotte 1 collaboration

Jesus Oscar Escos-Orta 1 collaboration

Theodoros Aslanidis 1 collaboration

Christian Buerkle 1 collaboration

Stefanie Keiser 1 collaboration

Muhammed Elhadi 1 collaboration

Stephan M Jakob 1 collaboration

Yok-Ai Que 1 collaboration