Maximilliano Mollura

Affiliations

Department of Electronics, Information and Bioengineering, Politecnico Di Milano, 20133, Milan, Italy.

Publications (25)

Characterization of Physiologic Patients' Response to Fluid Interventions in the Intensive Care Unit.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Maximiliano Mollura , Claudia Salerni , Li-Wei Lehman , Riccardo Barbieri

A Screening Platform for Hearing Loss and Cognitive Decline: WHISPER (Widespread Hearing Impairment Screening and PrEvention of Risk).

Studies in health technology and informatics

Avec: Alessia Paglialonga , Edoardo Maria Polo , Marta Lenatti , Maximiliano Mollura , Riccardo Barbieri

The impact of healthy pregnancy on features of heart rate variability and pulse wave morphology derived from wrist-worn photoplethysmography.

Scientific reports

Avec: M Bester , M J Almario Escorcia , P Fonseca , M Mollura , M M van Gilst , R Barbieri , M Mischi , J O E H van Laar , R Vullings , R Joshi

Identifying prognostic factors for survival in intensive care unit patients with SIRS or sepsis by machine learning analysis on electronic health records.

PLOS digital health

Avec: Maximiliano Mollura , Davide Chicco , Alessia Paglialonga , Riccardo Barbieri

Assessment of Sepsis in the ICU by Linear and Complex Characterization of Cardiovascular Dynamics.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Maximiliano Mollura , Li-Wei Lehman , Riccardo Barbieri

Artificial intelligence-based radiomics on computed tomography of lumbar spine in subjects with fragility vertebral fractures.

Journal of endocrinological investigation

Avec: E Biamonte , R Levi , F Carrone , W Vena , A Brunetti , M Battaglia , F Garoli , G Savini , M Riva , A Ortolina , M Tomei , G Angelotti , M E Laino , V Savevski , M Mollura , M Fornari , R Barbieri , A G Lania , M Grimaldi , L S Politi , G Mazziotti

A Reinforcement Learning Application for Optimal Fluid and Vasopressor Interventions in Septic ICU Patients.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Maximiliano Mollura , Cristian Drudi , Li-Wei Lehman , Riccardo Barbieri

Emotion recognition from multimodal physiological measurements based on an interpretable feature selection method.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Edoardo Maria Polo , Maximiliano Mollura , Marta Lenatti , Marco Zanet , Alessia Paglialonga , Riccardo Barbieri

Statistical shape modeling-based algorithm for replacing missing beats in blood pressure signals.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Margherita Garagnani , Maximiliano Mollura , Riccardo Barbieri

CT Cadaveric dataset for Radiomics features stability assessment in lumbar vertebrae.

Scientific data

Avec: Riccardo Levi , Maximiliano Mollura , Giovanni Savini , Federico Garoli , Massimiliano Battaglia , Angela Ammirabile , Luca A Cappellini , Simona Superbi , Marco Grimaldi , Riccardo Barbieri , Letterio S Politi

A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis.

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences

Avec: Maximiliano Mollura , Li-Wei H Lehman , Roger G Mark , Riccardo Barbieri

Assessing an Automatic Procedure of Extraction of Physiological Parameters from Skin using Video Photoplethysmography.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: R Barbieri , R Levi , M Mollura , I Marsella , L Ficarelli , M Negro , L Cerina , L Mainardi

Efficacy of Six Different SARS-CoV-2 Vaccines during a Six-Month Follow-Up and Five COVID-19 Waves in Brazil and Mexico.

Vaccines

Avec: Maria Elena Romero-Ibarguengoitia , Diego Rivera-Salinas , Riccardo Sarti , Riccardo Levi , Maximiliano Mollura , Arnulfo Garza-Silva , Andrea Rivera-Cavazos , Yodira Guadalupe Hernández-Ruíz , Irene Antonieta Barco-Flores , Arnulfo González-Cantú , Miguel Ángel Sanz-Sánchez , Milton Henriques Guimarães Júnior , Chiara Pozzi , Riccardo Barbieri , Devany Paola Morales-Rodriguez , Mauro Martins Texeira , Maria Rescigno

Understanding the role of emotion in decision making process: using machine learning to analyze physiological responses to visual, auditory, and combined stimulation.

Frontiers in human neuroscience

Avec: Edoardo Maria Polo , Andrea Farabbi , Maximiliano Mollura , Luca Mainardi , Riccardo Barbieri

CT-based radiomics can identify physiological modifications of bone structure related to subjects' age and sex.

La Radiologia medica

Avec: Riccardo Levi , Federico Garoli , Massimiliano Battaglia , Dario A A Rizzo , Giovanni Savini , Marco Riva , Massimo Tomei , Alessandro Ortolina , Maurizio Fornari , Saurabh Rohatgi , Giovanni Angelotti , Victor Savevski , Gherardo Mazziotti , Riccardo Barbieri , Marco Grimaldi , Letterio S Politi

A reference framework for standardization and harmonization of CT radiomics features on cadaveric sample.

Scientific reports

Prediction of Septic Shock Onset in ICU by Instantaneous Monitoring of Vital Signs

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Maximiliano Mollura , Stefano Romano , Giulio Mantoan , Li-Wei Lehman , Riccardo Barbieri

Comparative Assessment of Physiological Responses to Emotional Elicitation by Auditory and Visual Stimuli.

IEEE journal of translational engineering in health and medicine

Avec: Edoardo M Polo , Andrea Farabbi , Maximiliano Mollura , Alessia Paglialonga , Luca Mainardi , Riccardo Barbieri

Analysis of immunization time, amplitude, and adverse events of seven different vaccines against SARS-CoV-2 across four different countries.

Frontiers in immunology

Avec: Maria Elena Romero-Ibarguengoitia , Arnulfo González-Cantú , Chiara Pozzi , Riccardo Levi , Maximiliano Mollura , Riccardo Sarti , Miguel Ángel Sanz-Sánchez , Diego Rivera-Salinas , Yodira Guadalupe Hernández-Ruíz , Ana Gabriela Armendariz-Vázquez , Gerardo Francisco Del Rio-Parra , Irene Antonieta Barco-Flores , Rosalinda González-Facio , Elena Azzolini , Riccardo Barbieri , Alessandro Rodrigo de Azevedo Dias , Milton Henriques Guimarães Júnior , Alessandra Bastos-Borges , Cecilia Acciardi , Graciela Paez-Bo , Mauro Martins Teixeira , Maria Rescigno

Analysis of the skin conductance and pupil signals for evaluation of emotional elicitation by images and sounds.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Edoardo Maria Polo , Andrea Farabbi , Maximiliano Mollura , Riccardo Barbieri , Alessia Paglialonga , Luca Mainardi

Evaluation of Machine Learning Algorithms and Explainability Techniques to Detect Hearing Loss From a Speech-in-Noise Screening Test.

American journal of audiology

Avec: Marta Lenatti , Pedro A Moreno-Sánchez , Edoardo M Polo , Maximiliano Mollura , Riccardo Barbieri , Alessia Paglialonga

Physiologic dead space is independently associated with mortality and discharge of mechanically ventilated patients with COVID-19 ARDS: a retrospective study.

Scientific reports

Avec: Maximiliano Mollura , Francesca Baroncelli , Giulia Mandelli , Giovanni Tricella , Gary E Weissman , Daniele Poole , Pietro Caironi , Leo Anthony Celi , Riccardo Barbieri , Stefano Finazzi

Réseau de co-auteurs

Riccardo Barbieri 22 collaborations

Maximiliano Mollura 21 collaborations

Riccardo Levi 7 collaborations

Alessia Paglialonga 6 collaborations

Chiara Pozzi 5 collaborations

Maria Rescigno 5 collaborations

Li-Wei Lehman 4 collaborations

Edoardo Maria Polo 4 collaborations

Letterio S Politi 4 collaborations

Riccardo Sarti 4 collaborations

Elena Azzolini 4 collaborations

Marta Lenatti 3 collaborations

M Mollura 3 collaborations

R Barbieri 3 collaborations

Giovanni Savini 3 collaborations

Federico Garoli 3 collaborations

Massimiliano Battaglia 3 collaborations

Marco Grimaldi 3 collaborations

Andrea Farabbi 3 collaborations

Luca Mainardi 3 collaborations

Alberto Mantovani 3 collaborations

R Levi 2 collaborations

Angela Ammirabile 2 collaborations

Luca A Cappellini 2 collaborations

Simona Superbi 2 collaborations

Maria Elena Romero-Ibarguengoitia 2 collaborations

Diego Rivera-Salinas 2 collaborations

Yodira Guadalupe Hernández-Ruíz 2 collaborations

Irene Antonieta Barco-Flores 2 collaborations

Arnulfo González-Cantú 2 collaborations

Miguel Ángel Sanz-Sánchez 2 collaborations

Milton Henriques Guimarães Júnior 2 collaborations

Edoardo M Polo 2 collaborations

Claudia Salerni 1 collaboration

M Bester 1 collaboration

M J Almario Escorcia 1 collaboration

P Fonseca 1 collaboration

M M van Gilst 1 collaboration

M Mischi 1 collaboration

J O E H van Laar 1 collaboration

R Vullings 1 collaboration

R Joshi 1 collaboration

Davide Chicco 1 collaboration

E Biamonte 1 collaboration

F Carrone 1 collaboration

W Vena 1 collaboration

A Brunetti 1 collaboration

M Battaglia 1 collaboration

F Garoli 1 collaboration

G Savini 1 collaboration

M Riva 1 collaboration

A Ortolina 1 collaboration

M Tomei 1 collaboration

G Angelotti 1 collaboration

M E Laino 1 collaboration

V Savevski 1 collaboration

M Fornari 1 collaboration

A G Lania 1 collaboration

M Grimaldi 1 collaboration

L S Politi 1 collaboration

G Mazziotti 1 collaboration

Cristian Drudi 1 collaboration

Marco Zanet 1 collaboration

Margherita Garagnani 1 collaboration

Li-Wei H Lehman 1 collaboration

Roger G Mark 1 collaboration

I Marsella 1 collaboration

L Ficarelli 1 collaboration

M Negro 1 collaboration

L Cerina 1 collaboration

L Mainardi 1 collaboration

Arnulfo Garza-Silva 1 collaboration

Andrea Rivera-Cavazos 1 collaboration

Devany Paola Morales-Rodriguez 1 collaboration

Mauro Martins Texeira 1 collaboration

Dario A A Rizzo 1 collaboration

Marco Riva 1 collaboration

Massimo Tomei 1 collaboration

Alessandro Ortolina 1 collaboration

Maurizio Fornari 1 collaboration

Saurabh Rohatgi 1 collaboration

Giovanni Angelotti 1 collaboration

Victor Savevski 1 collaboration

Gherardo Mazziotti 1 collaboration

Stefano Romano 1 collaboration

Giulio Mantoan 1 collaboration

Ana Gabriela Armendariz-Vázquez 1 collaboration

Gerardo Francisco Del Rio-Parra 1 collaboration

Rosalinda González-Facio 1 collaboration

Alessandro Rodrigo de Azevedo Dias 1 collaboration

Alessandra Bastos-Borges 1 collaboration

Cecilia Acciardi 1 collaboration

Graciela Paez-Bo 1 collaboration

Mauro Martins Teixeira 1 collaboration

Pedro A Moreno-Sánchez 1 collaboration

Francesca Baroncelli 1 collaboration

Giulia Mandelli 1 collaboration

Giovanni Tricella 1 collaboration

Gary E Weissman 1 collaboration

Daniele Poole 1 collaboration

Pietro Caironi 1 collaboration

Leo Anthony Celi 1 collaboration

Stefano Finazzi 1 collaboration

Leonardo Ubaldi 1 collaboration

Carlo Selmi 1 collaboration

Maximilliano Mollura

Affiliations

Publications (25)

Characterization of Physiologic Patients' Response to Fluid Interventions in the Intensive Care Unit.

A Screening Platform for Hearing Loss and Cognitive Decline: WHISPER (Widespread Hearing Impairment Screening and PrEvention of Risk).

The impact of healthy pregnancy on features of heart rate variability and pulse wave morphology derived from wrist-worn photoplethysmography.

Identifying prognostic factors for survival in intensive care unit patients with SIRS or sepsis by machine learning analysis on electronic health records.

Assessment of Sepsis in the ICU by Linear and Complex Characterization of Cardiovascular Dynamics.

Artificial intelligence-based radiomics on computed tomography of lumbar spine in subjects with fragility vertebral fractures.

A Reinforcement Learning Application for Optimal Fluid and Vasopressor Interventions in Septic ICU Patients.

Emotion recognition from multimodal physiological measurements based on an interpretable feature selection method.

Statistical shape modeling-based algorithm for replacing missing beats in blood pressure signals.

CT Cadaveric dataset for Radiomics features stability assessment in lumbar vertebrae.

A novel artificial intelligence based intensive care unit monitoring system: using physiological waveforms to identify sepsis.

Assessing an Automatic Procedure of Extraction of Physiological Parameters from Skin using Video Photoplethysmography.

Efficacy of Six Different SARS-CoV-2 Vaccines during a Six-Month Follow-Up and Five COVID-19 Waves in Brazil and Mexico.

Understanding the role of emotion in decision making process: using machine learning to analyze physiological responses to visual, auditory, and combined stimulation.

CT-based radiomics can identify physiological modifications of bone structure related to subjects' age and sex.

A reference framework for standardization and harmonization of CT radiomics features on cadaveric sample.

Prediction of Septic Shock Onset in ICU by Instantaneous Monitoring of Vital Signs

Comparative Assessment of Physiological Responses to Emotional Elicitation by Auditory and Visual Stimuli.

Analysis of immunization time, amplitude, and adverse events of seven different vaccines against SARS-CoV-2 across four different countries.

Analysis of the skin conductance and pupil signals for evaluation of emotional elicitation by images and sounds.

Evaluation of Machine Learning Algorithms and Explainability Techniques to Detect Hearing Loss From a Speech-in-Noise Screening Test.

Physiologic dead space is independently associated with mortality and discharge of mechanically ventilated patients with COVID-19 ARDS: a retrospective study.

Adverse Events to Comirnaty Vaccine Are Linked to Sex, Age and BMI: Should We Consider Reducing the Dose for Females?

Antibody Titer Correlates with Omicron Infection in Vaccinated Healthcare Workers.

Association Between Duration of SARS-CoV-2 Positivity and Long COVID.

Réseau de co-auteurs