List of works - Manuela Ferrario

A Mathematical Model of dP/dt Max for the Evaluation of the Dynamic Control of Heart Contractility in Septic Shock

scientific article published on 12 March 2019

A blind method for the estimation of the Hurst exponent in time series: theory and application.

scientific article published in September 2008

Advances in monitoring cardiovascular signals. Contribution of nonlinear signal processing

scientific article published in January 2011

Alteration of autonomic blood pressure control during hemodialysis in peripheral vascular disease patients

scientific article published on 01 January 2011

An Innovative Approach for The Integration of Proteomics and Metabolomics Data In Severe Septic Shock Patients Stratified for Mortality.

scientific article

Application of an Exploratory Knowledge-Discovery Pipeline Based on Machine Learning to Multi-Scale OMICS Data to Characterise Myocardial Injury in a Cohort of Patients with Septic Shock: An Observational Study

Application of dynamical analyses of heart rate to rhythm classification and prognosis

scientific article published on August 2014

Arterial blood pressure regulation following aorta clamping and declamping during surgery

scientific article published on 01 January 2011

Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients

scientific article published in September 2013

Baroreflex sensitivity variations in response to propofol anesthesia: comparison between normotensive and hypertensive patients.

scientific article

Blood pressure variability and cardiovascular autonomic control during hemodialysis in peripheral vascular disease patients

scientific article published on 01 April 2012

Body composition and heart rate variability to achieve dry weight and tolerance.

scientific article published on 23 May 2011

Characterization of a metabolomic profile associated with responsiveness to therapy in the acute phase of septic shock.

scientific article

Classification of cardiac rhythm using heart rate dynamical measures: validation in MIT-BIH databases

scientific article

Clinical correlates of non-linear indices of heart rate variability in chronic heart failure patients.

scientific article published in October 2006

Comparison of entropy-based regularity estimators: application to the fetal heart rate signal for the identification of fetal distress

scientific article published in January 2006

Comparisons of predictors of fluid responsiveness in major surgery

scientific article published on 01 January 2012

Complexity analysis of the fetal heart rate variability: early identification of severe intrauterine growth-restricted fetuses

scientific article published on 13 June 2009

Effects of Dialysate Glucose Concentration on Heart Rate Variability in Chronic Hemodialysis Patients: Results of a Prospective Randomized Trial

scientific article published on 25 May 2011

Effects of fluid overload on heart rate variability in chronic kidney disease patients on hemodialysis

scientific article published on 04 February 2014

Effects of propofol anesthesia induction on the relationship between arterial blood pressure and heart rate.

scientific article published in January 2012

Estimation of baroreflex sensitivity during anesthesia induction with propofol

scientific article published in January 2011

Estimation of long-term correlations from Fetal Heart Rate variability signal for the identification of pathological fetuses

scientific article published on 01 January 2007

Heart rate dynamics distinguish among atrial fibrillation, normal sinus rhythm and sinus rhythm with frequent ectopy

scientific article

Heart rate dynamics predict 2-year mortality risk in ambulatory patients undergoing Holter monitoring

article

Heart rate variability in children with cyanotic and acyanotic congenital heart disease: analysis by spectral and non linear indices.

scientific article published in January 2012

Hemorrhage prediction models in surgical intensive care: bedside monitoring data adds information to lab values

scientific article

Identification of vascular responses to exercise and orthostatic stress in bed rest-induced cardiovascular deconditioning

article

Is there a chronic sleep stage-dependent linear and nonlinear cardiac autonomic impairment in obstructive sleep apnea?

scientific article

Linear and non-linear indices of heart rate variability in chronic heart failure: mutual interrelationships and prognostic value

Long-term correlations and complexity analysis of the heart rate variability signal during sleep. Comparing normal and pathologic subjects.

scientific article published on 5 August 2010

Long-term invariant parameters obtained from 24-h Holter recordings: a comparison between different analysis techniques.

scientific article published in March 2007

Motor variability in sports: a non-linear analysis of race walking.

scientific article published in October 2010

Multiparameter analysis of heart rate variability signal for the investigation of high risk fetuses

scientific article published in January 2009

New indexes from the fetal heart rate analysis for the identification of severe intra uterine growth restricted fetuses

scientific article published in January 2006

Non-Linear Heart Rate Variability Indices in the Frequent Hemodialysis Network Trials of Chronic Hemodialysis Patients

scientific article

Nonlinear Indices of Heart Rate Variability in Chronic Heart Failure Patients: Redundancy and Comparative Clinical Value

article

Nonlinear analysis of heart rate variability signal for the characterization of cardiac heart failure patients

scientific article published in January 2006

Predictive modeling of cardiovascular complications in incident hemodialysis patients

scientific article published in January 2012

Prototype of a wearable system for remote fetal monitoring during pregnancy

scientific article published on 01 January 2010

Relative Blood Volume Monitoring during hemodialysis in end stage renal disease patients

scientific article published on 01 January 2010

Self-similarity behavior characterization of fetal heart rate signal in healthy and intrauterine growth retarded fetuses.

scientific article published in January 2006

Short-term variability of blood pressure: effects of lower-body negative pressure and long-duration bed rest

scientific article published on 2 May 2012

Study of the autonomic response in hemodialysis patients with different fluid overload levels

scientific article published on 01 January 2010

System identification of baroreflex response to mild lower body negative pressure

scientific article published in January 2011

Telefetalcare: a first prototype of a wearable fetal electrocardiograph

scientific article published in January 2011

The EU ShockOmics Project International Workshop at ICCAI'17.

scientific article published on 12 September 2017

The forgotten role of central volume in low frequency oscillations of heart rate variability

scientific article

List of works by Manuela Ferrario

A Mathematical Model of dP/dt Max for the Evaluation of the Dynamic Control of Heart Contractility in Septic Shock

A blind method for the estimation of the Hurst exponent in time series: theory and application.

Advances in monitoring cardiovascular signals. Contribution of nonlinear signal processing

Alteration of autonomic blood pressure control during hemodialysis in peripheral vascular disease patients

An Innovative Approach for The Integration of Proteomics and Metabolomics Data In Severe Septic Shock Patients Stratified for Mortality.

Application of an Exploratory Knowledge-Discovery Pipeline Based on Machine Learning to Multi-Scale OMICS Data to Characterise Myocardial Injury in a Cohort of Patients with Septic Shock: An Observational Study

Application of dynamical analyses of heart rate to rhythm classification and prognosis

Arterial blood pressure regulation following aorta clamping and declamping during surgery

Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients

Baroreflex sensitivity variations in response to propofol anesthesia: comparison between normotensive and hypertensive patients.

Blood pressure variability and cardiovascular autonomic control during hemodialysis in peripheral vascular disease patients

Body composition and heart rate variability to achieve dry weight and tolerance.

Characterization of a metabolomic profile associated with responsiveness to therapy in the acute phase of septic shock.

Classification of cardiac rhythm using heart rate dynamical measures: validation in MIT-BIH databases

Clinical correlates of non-linear indices of heart rate variability in chronic heart failure patients.

Comparison of entropy-based regularity estimators: application to the fetal heart rate signal for the identification of fetal distress

Comparisons of predictors of fluid responsiveness in major surgery

Complexity analysis of the fetal heart rate variability: early identification of severe intrauterine growth-restricted fetuses

Effects of Dialysate Glucose Concentration on Heart Rate Variability in Chronic Hemodialysis Patients: Results of a Prospective Randomized Trial

Effects of fluid overload on heart rate variability in chronic kidney disease patients on hemodialysis

Effects of propofol anesthesia induction on the relationship between arterial blood pressure and heart rate.

Estimation of baroreflex sensitivity during anesthesia induction with propofol

Estimation of long-term correlations from Fetal Heart Rate variability signal for the identification of pathological fetuses

Heart rate dynamics distinguish among atrial fibrillation, normal sinus rhythm and sinus rhythm with frequent ectopy

Heart rate dynamics predict 2-year mortality risk in ambulatory patients undergoing Holter monitoring

Heart rate variability in children with cyanotic and acyanotic congenital heart disease: analysis by spectral and non linear indices.

Hemorrhage prediction models in surgical intensive care: bedside monitoring data adds information to lab values

Identification of vascular responses to exercise and orthostatic stress in bed rest-induced cardiovascular deconditioning

Is there a chronic sleep stage-dependent linear and nonlinear cardiac autonomic impairment in obstructive sleep apnea?

Linear and non-linear indices of heart rate variability in chronic heart failure: mutual interrelationships and prognostic value

Long-term correlations and complexity analysis of the heart rate variability signal during sleep. Comparing normal and pathologic subjects.

Long-term invariant parameters obtained from 24-h Holter recordings: a comparison between different analysis techniques.

Motor variability in sports: a non-linear analysis of race walking.

Multiparameter analysis of heart rate variability signal for the investigation of high risk fetuses

New indexes from the fetal heart rate analysis for the identification of severe intra uterine growth restricted fetuses

Non-Linear Heart Rate Variability Indices in the Frequent Hemodialysis Network Trials of Chronic Hemodialysis Patients

Nonlinear Indices of Heart Rate Variability in Chronic Heart Failure Patients: Redundancy and Comparative Clinical Value

Nonlinear analysis of heart rate variability signal for the characterization of cardiac heart failure patients

Predictive modeling of cardiovascular complications in incident hemodialysis patients

Prototype of a wearable system for remote fetal monitoring during pregnancy

Relative Blood Volume Monitoring during hemodialysis in end stage renal disease patients

Self-similarity behavior characterization of fetal heart rate signal in healthy and intrauterine growth retarded fetuses.

Short-term variability of blood pressure: effects of lower-body negative pressure and long-duration bed rest

Study of the autonomic response in hemodialysis patients with different fluid overload levels

System identification of baroreflex response to mild lower body negative pressure

Telefetalcare: a first prototype of a wearable fetal electrocardiograph

The EU ShockOmics Project International Workshop at ICCAI'17.

The forgotten role of central volume in low frequency oscillations of heart rate variability