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M. Carrara · SciRah

Researcher profile · Semantic Scholar

M. Carrara

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M. Carrara — researcher profile on SciRah

h-index: 9
Works: 41
Citations: 415

Most-cited papers

Heart rate dynamics distinguish among atrial fibrillation, normal sinus rhythm and sinus rhythm with frequent ectopy
M. Carrara, L. Carozzi, Travis J. Moss, Marco de Pasquale +4 more
2015Physiological Measurement108 citations Open access
Semantic Scholar
The autonomic nervous system in septic shock and its role as a future therapeutic target: a narrative review
M. Carrara, M. Ferrario, Bernardo Bollen Pinto, A. Herpain
2021Annals of Intensive Care102 citations Open access
Semantic Scholar
Vascular Decoupling in Septic Shock: The Combined Role of Autonomic Nervous System, Arterial Stiffness, and Peripheral Vascular Tone
M. Carrara, A. Herpain, G. Baselli, M. Ferrario
2020Frontiers in Physiology35 citations Open access
Semantic Scholar
Baroreflex Sensitivity and Blood Pressure Variability can Help in Understanding the Different Response to Therapy During Acute Phase of Septic Shock
M. Carrara, Bernardo Bollen Pinto, G. Baselli, K. Bendjelid +1 more
2017Shock29 citations Open access
Semantic Scholar
Classification of cardiac rhythm using heart rate dynamical measures: validation in MIT-BIH databases.
M. Carrara, L. Carozzi, Travis J. Moss, Marco de Pasquale +4 more
2015Journal of Electrocardiology26 citations
Semantic Scholar
Mortality Prediction Model of Septic Shock Patients Based on Routinely Recorded Data
M. Carrara, G. Baselli, M. Ferrario
2015Comput. Math. Methods Medicine18 citations Open access
Semantic Scholar
Blood pressure variability, heart functionality, and left ventricular tissue alterations in a protocol of severe hemorrhagic shock and resuscitation
M. Carrara, G. Babini, G. Baselli, G. Ristagno +3 more
2018Journal of applied physiology16 citations Open access
Semantic Scholar
Pulse wave analysis as a tool for the evaluation of resuscitation therapy in septic shock
Riccardo Campitelli, M. Ferrario, F. Su, J. Creteur +2 more
2023Physiological Measurement11 citations Open access
Semantic Scholar
Wave Separation Analysis to Assess Cardiovascular Alterations Induced by Sepsis
Diletta Guberti, M. Ferrario, Sheng-Chen Liu, Stephan M. Jakob +1 more
2024IEEE Transactions on Biomedical Engineering9 citations Open access
Semantic Scholar
A Mathematical Model of dP/dt Max for the Evaluation of the Dynamic Control of Heart Contractility in Septic Shock
M. Carrara, A. Herpain, G. Baselli, M. Ferrario
2019IEEE Transactions on Biomedical Engineering9 citations Open access
Semantic Scholar
Mortality prediction in septic shock patients: Towards new personalized models in critical care
M. Carrara, G. Baselli, M. Ferrario
2015Annual International Conference of the IEEE Engineering in Medicine and Biology Society8 citations
Semantic Scholar
Autonomic and circulatory alterations persist despite adequate resuscitation in a 5-day sepsis swine experiment
M. Carrara, P. Antenucci, Sheng-Chen Liu, A. Kohler +3 more
2022Scientific Reports7 citations Open access
Semantic Scholar
Reducing tachycardia in septic shock patients: do esmolol and ivabradine have a chronotropic effect only?
M. Carrara, A. Niccolò, A. Herpain, M. Ferrario
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society7 citations Open access
Semantic Scholar
Comparing Consumer and Research-Grade Wristbands for Inter-Beat Intervals Monitoring
S. Coelli, M. Carrara, A. M. Bianchi, M. De Tommaso +2 more
20242024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)6 citations
Semantic Scholar
The role of pulse wave analysis indexes for critically ill patients: a narrative review
M. Carrara, Riccardo Campitelli, Diletta Guberti, M. I. Monge García +1 more
2024Physiological Measurement6 citations Open access
Semantic Scholar
Metabolites Concentration in Plasma and Heart Tissue in Relation to High Sensitive Cardiac Troponin T Level in Septic Shock Pigs
Bernardo Bollen Pinto, M. Ferrario, A. Herpain, L. Brunelli +3 more
2022Metabolites3 citations Open access
Semantic Scholar
Tachycardia control in septic shock with esmolol and ivabradine: a comparison on heart function
M. Carrara, A. Herpain, M. Ferrario
2020Annual International Conference of the IEEE Engineering in Medicine and Biology Society3 citations
Semantic Scholar
Classification of cardiac rhythm based on heart rate dynamics
M. Carrara, L. Carozzi, S. Cerutti, M. Ferrario +2 more
20142014 8th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)3 citations
Semantic Scholar
Estimation of pulse wave analysis indices from invasive arterial blood pressure only for a clinical assessment of wave reflection in a 5-day septic animal experiment
Diletta Guberti, M. Ferrario, M. Carrara
2025Medical and Biological Engineering and Computing2 citations Open access
Semantic Scholar
THE ROLE OF AUTONOMIC NERVOUS SYSTEM CONTROL OF BLOOD PRESSURE DURING A PROTOCOL OF SEVERE HEMORRHAGIC SHOCK AND RESUSCITATION
M. Carrara, Babini Giovanni, G. Baselli, Ristagno Giuseppe +1 more
20182 citations Open access
Semantic Scholar
Intracerebral hemorrhage in ICU: is it worth treating?
S. Sivakumar, F. Taccone, K. Desai, C. Lazaridis +496 more
20162 citations Open access
Semantic Scholar
Sepsis insult generates different vascular response phenotypes: an unsupervised time-series clustering preclinical study
Imre Vida, M. Carrara, M. Ferrario
2026Scientific Reports1 citations Open access
Semantic Scholar
Heart Rate Variability metrics during exercise: a comparison between standard ECG and a smart t-shirt
M. Carrara, S. Coelli, Pierluigi Reali
2024The Star1 citations
Semantic Scholar
Autonomic nervous system indices in the progression of organ failure in early septic shock patients
M. Carrara, B. Bollen, K. Bendjelid, G. Baselli +1 more
20171 citations
Semantic Scholar
Heart rate dynamics predict 2-year mortality risk in ambulatory patients undergoing Holter monitoring
L. Carozzi, M. Carrara, Travis J. Moss, S. Cerutti +3 more
20142014 8th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)1 citations
Semantic Scholar
A Deep Bidirectional LSTM Model Enhanced by Transfer Learning for the Classification of Peripheral Arterial Blood Pressure Waveforms
Diletta Guberti, M. Carrara, M. Ferrario
2026IEEE Transactions on Biomedical Engineering0 citations Open access
Semantic Scholar
Hidden Markov Model and long short-term memory models for therapy response prediction in septic patients using routinely collected sequential data
Camilla Volterra, M. Carrara, Diletta Guberti, Riccardo Asnaghi +1 more
2026Journal of critical care0 citations
Semantic Scholar
Vital signs monitoring for the assessment of septic shock severity
Riccardo Asnaghi, Diletta Guberti, M. Carrara, M. Ferrario
2025Journal of critical care0 citations Open access
Semantic Scholar
Characterization of arterial stiffness alterations following cardiac arrest
Diletta Guberti, Riccardo Asnaghi, M. Carrara, Aurora Maiocca +2 more
2025Journal of critical care0 citations
Semantic Scholar
A Bidirectional Long Short-Term Memory Deep Learning Model for Classification of Pulse Waveform
Diletta Guberti, Zong-Heng Guo, A. Herpain, M. Carrara +1 more
2025Annual International Conference of the IEEE Engineering in Medicine and Biology Society0 citations
Semantic Scholar
Analysis of the cardiovascular response to standardized polymicrobial peritonitis experimental model
Imre Vida, M. Ferrario, A. Herpain, M. Carrara
2025Annual International Conference of the IEEE Engineering in Medicine and Biology Society0 citations
Semantic Scholar
Predicting the clinical evolution of septic patients from routinely collected data and vital signs variability using machine learning
Ilaria Mentasti, M. Carrara, M. Ferrario
2025Physiological Measurement0 citations Open access
Semantic Scholar
Wave power analysis to assess cardiovascular alterations in sepsis
M. Carrara, Diletta Guberti, Riccardo Asnaghi, M. Ferrario
2025Journal of critical care0 citations
Semantic Scholar
Arterial pulse wave analysis can detect vascular alterations in response to therapy in septic shock
M. Carrara, Diletta Guberti, M. Ferrario
2024Annual International Conference of the IEEE Engineering in Medicine and Biology Society0 citations
Semantic Scholar
Characterization of arterial wave reflection phenomena during a long-term swine experiment of sepsis and resuscitation
Diletta Guberti, M. Carrara, Stephan M. Jakob, M. Ferrario
2024Journal of critical care0 citations
Semantic Scholar
Central blood pressure estimation from radial artery in septic shock
M. Ferrario, Diletta Guberti, M. Carrara
2024Annual International Conference of the IEEE Engineering in Medicine and Biology Society0 citations
Semantic Scholar
Blood Flow Estimation from Invasive Arterial Blood Pressure: a Black-Box Approach
Diletta Guberti, M. Carrara, M. Ferrario
2024Annual International Conference of the IEEE Engineering in Medicine and Biology Society0 citations
Semantic Scholar
Characterization of cardiovascular autonomic mechanisms during shock resuscitation for an improved functional hemodynamic monitoring
M. Carrara
20190 citations
Semantic Scholar
Advancement of the ShockOmics EC project
G. Baselli, F. Aletti, M. Ferrario, M. Carrara +1 more
20170 citations
Semantic Scholar
The role of fluid accumulation in early septic shock: Differences in ANS-driven response to therapy
M. Carrara, B. B. Pinto, K. Bendjelid, G. Baselli +1 more
20170 citations
Semantic Scholar
Application of dynamical analyses of heart rate to rhythm classification and prognosis
M. Carrara, L. Carozzi, S. Cerutti, M. Ferrario +2 more
2014Annual International Conference of the IEEE Engineering in Medicine and Biology Society0 citations
Semantic Scholar

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Diletta Guberti×13
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