Manuela Ferrario

Orcid: 0000-0001-7371-3624

According to our database1, Manuela Ferrario authored at least 31 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Wave Separation Analysis to Assess Cardiovascular Alterations Induced by Sepsis.
IEEE Trans. Biomed. Eng., June, 2024

2023
Improving Cardiology-Rehospitalization Prediction Through the Synergy of Process Mining and Deep Learning: An Innovative Approach.
Proceedings of the Telehealth Ecosystems in Practice, 2023

2020
Reducing tachycardia in septic shock patients: do esmolol and ivabradine have a chronotropic effect only?
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Tachycardia control in septic shock with esmolol and ivabradine: a comparison on heart function.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
A Mathematical Model of dP/dt Max for the Evaluation of the Dynamic Control of Heart Contractility in Septic Shock.
IEEE Trans. Biomed. Eng., 2019

2017
Hemorrhage Prediction Models in Surgical Intensive Care: Bedside Monitoring Data Adds Information to Lab Values.
IEEE J. Biomed. Health Informatics, 2017

Analysis of metabolomic data: tools, current strategies and future challenges for omics data integration.
Briefings Bioinform., 2017

2016
A review of methods for the signal quality assessment to improve reliability of heart rate and blood pressures derived parameters.
Medical Biol. Eng. Comput., 2016

Feasibility study for the assessment of cardio-respiratory coupling in newborn infants.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Mortality Prediction Model of Septic Shock Patients Based on Routinely Recorded Data.
Comput. Math. Methods Medicine, 2015

Mortality prediction in septic shock patients: Towards new personalized models in critical care.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Application of dynamical analyses of heart rate to rhythm classification and prognosis.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients.
Expert Syst. Appl., 2013

Comparison of Baroreflex Sensitivity Gain during Mild Lower Body Negative Pressure in Presence and Absence of Long Duration Bed Rest.
Proceedings of the Computing in Cardiology, 2013

2012
Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Predictive modeling of cardiovascular complications in incident hemodialysis patients.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Comparisons of predictors of fluid responsiveness in major surgery.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Effects of propofol anesthesia induction on the relationship between arterial blood pressure and heart rate.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Heart rate variability in children with cyanotic and acyanotic congenital heart disease: Analysis by spectral and non linear indices.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis: Prediction of Cardiovascular Events and Feature Selection using a Random Forest Approach.
Int. J. Knowl. Discov. Bioinform., 2011

Alteration of autonomic blood pressure control during hemodialysis in peripheral vascular disease patients.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Advances in monitoring cardiovascular signals. Contribution of nonlinear signal processing.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Arterial blood pressure regulation following aorta clamping and declamping during surgery.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Telefetalcare: A first prototype of a wearable fetal electrocardiograph.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Estimation of baroreflex sensitivity during anesthesia induction with propofol.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

System identification of baroreflex response to mild lower body negative pressure.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2009
Complexity analysis of the fetal heart rate variability: early identification of severe intrauterine growth-restricted fetuses.
Medical Biol. Eng. Comput., 2009

2006
Comparison of entropy-based regularity estimators: application to the fetal heart rate signal for the identification of fetal distress.
IEEE Trans. Biomed. Eng., 2006

Nonlinear analysis of Heart Rate Variability signal for the characterization of Cardiac Heart Failure patients.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

New indexes from the Fetal Heart Rate analysis for the identification of severe intra uterine growth restricted fetuses.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Self-similarity behavior characterization of Fetal Heart Rate signal in healthy and Intrauterine Grow Retardated fetuses.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006


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