Manuela Ferrario

39 papers Journal 14Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A network analysis to identify possible alterations among different physiological systems induced by head down tilt bed rest. Appl. Netw. Sci. Riccardo Asnaghi, Gabriel Dias Rodrigues, Angelica Carandina, Eleonora Tobaldini, Nicola Montano, Manuela Ferrario
2026	J	`jnl`	SIGMA-PPG: Statistical-prior Informed Generative Masking Architecture for PPG Foundation Model. CoRR Zongheng Guo, Tao Chen, Yang Jiao, Yi Pan, Xiao Hu, Manuela Ferrario
2025	J	`jnl`	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. Medical Biol. Eng. Comput. Diletta Guberti, Manuela Ferrario, Marta Carrara
2025	J	`jnl`	QualityFM: a Multimodal Physiological Signal Foundation Model with Self-Distillation for Signal Quality Challenges in Critically Ill Patients. CoRR Zongheng Guo, Tao Chen, Manuela Ferrario
2024	—	`conf`	Arterial pulse wave analysis can detect vascular alterations in response to therapy in septic shock. EMBC Marta Carrara, Diletta Guberti, Manuela Ferrario
2024	—	`conf`	Blood Flow Estimation from Invasive Arterial Blood Pressure: a Black-Box Approach. EMBC Diletta Guberti, Marta Carrara, Manuela Ferrario
2024	—	`conf`	Central blood pressure estimation from radial artery in septic shock. EMBC Manuela Ferrario, Diletta Guberti, Marta Carrara
2024	—	`conf`	Evaluation of Valsalva Maneuver in Alpha-Synucleinopathies. EMBC Riccardo Asnaghi, Costanza Scatà, Angelica Carandina, Eleonora Tobaldini, Nicola Montano, Manuela Ferrario
2024	J	`jnl`	Wave Separation Analysis to Assess Cardiovascular Alterations Induced by Sepsis. IEEE Trans. Biomed. Eng. Diletta Guberti, Manuela Ferrario, Shengchen Liu, Stephan M. Jakob, Marta Carrara
2023	—	`conf`	Improving Cardiology-Rehospitalization Prediction Through the Synergy of Process Mining and Deep Learning: An Innovative Approach. EFMI-STC Damiano Quadraro, Federico Esposti, Manuela Ferrario
2020	—	`conf`	Reducing tachycardia in septic shock patients: do esmolol and ivabradine have a chronotropic effect only? EMBC Marta Carrara, Arianna Niccolò, Antoine Herpain, Manuela Ferrario
2020	—	`conf`	Tachycardia control in septic shock with esmolol and ivabradine: a comparison on heart function. EMBC Marta Carrara, Antoine Herpain, Manuela Ferrario
2019	J	`jnl`	A Mathematical Model of dP/dt Max for the Evaluation of the Dynamic Control of Heart Contractility in Septic Shock. IEEE Trans. Biomed. Eng. Marta Carrara, Antoine Herpain, Giuseppe Baselli, Manuela Ferrario
2017	J	`jnl`	Analysis of metabolomic data: tools, current strategies and future challenges for omics data integration. Briefings Bioinform. Alice Cambiaghi, Manuela Ferrario, Marco Masseroli
2017	J	`jnl`	Hemorrhage Prediction Models in Surgical Intensive Care: Bedside Monitoring Data Adds Information to Lab Values. IEEE J. Biomed. Health Informatics Marco De Pasquale, Travis J. Moss, Sergio Cerutti, James Forrest Calland, Douglas E. Lake, J. Randall Moorman, Manuela Ferrario
2016	J	`jnl`	A review of methods for the signal quality assessment to improve reliability of heart rate and blood pressures derived parameters. Medical Biol. Eng. Comput. Nicolò Gambarotta, Federico Aletti, Giuseppe Baselli, Manuela Ferrario
2016	—	`conf`	Feasibility study for the assessment of cardio-respiratory coupling in newborn infants. EMBC Maristella Lucchini, William P. Fifer, Manuela Ferrario, Maria G. Signorini
2015	J	`jnl`	Mortality Prediction Model of Septic Shock Patients Based on Routinely Recorded Data. Comput. Math. Methods Medicine Marta Carrara, Giuseppe Baselli, Manuela Ferrario
2015	—	`conf`	Mortality prediction in septic shock patients: Towards new personalized models in critical care. EMBC Marta Carrara, Giuseppe Baselli, Manuela Ferrario
2014	—	`conf`	Application of dynamical analyses of heart rate to rhythm classification and prognosis. EMBC Marta Carrara, L. Carozzi, Sergio Cerutti, Manuela Ferrario, Douglas E. Lake, J. Randall Moorman
2013	J	`jnl`	Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients. Expert Syst. Appl. Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Carlo Barbieri, Flavio Mari, Emanuele Gatti, Maria Gabriella Signorini
2013	—	`conf`	Comparison of Baroreflex Sensitivity Gain during Mild Lower Body Negative Pressure in Presence and Absence of Long Duration Bed Rest. CinC Guadalupe Dorantes-Méndez, Manuela Ferrario, Giuseppe Baselli, Philippe Arbeille, J. Kevin Shoemaker, Danielle K. Greaves, Richard Lee Hughson, Federico Aletti
2012	—	`conf`	Comparisons of predictors of fluid responsiveness in major surgery. EMBC Salvatore Pala, Federico Aletti, Nicola Toschi, Maria Guerrisi, Filadelfo Coniglione, Mario Dauri, Giuseppe Baselli, Manuela Ferrario
2012	—	`conf`	Effects of propofol anesthesia induction on the relationship between arterial blood pressure and heart rate. EMBC Guadalupe Dorantes-Méndez, Federico Aletti, Nicola Toschi, Maria Guerrisi, Filadelfo Coniglione, Mario Dauri, Giuseppe Baselli, Maria G. Signorini, Sergio Cerutti, Manuela Ferrario
2012	—	`conf`	Heart rate variability in children with cyanotic and acyanotic congenital heart disease: Analysis by spectral and non linear indices. EMBC Federico Aletti, Manuela Ferrario, Taiana Bertacini Almas de Jesus, Roberto Stirbulov, Audrey Borghi-Silva, Sergio Cerutti, Luciana Malosa Sampaio
2012	—	`conf`	Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis. ICDM Workshops Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Maria G. Signorini, Carlo Barbieri, Flavio Mari, Emanuele Gatti
2012	—	`conf`	Predictive modeling of cardiovascular complications in incident hemodialysis patients. EMBC Jasmine Ion Titapiccolo, Manuela Ferrario, Carlo Barbieri, Daniele Marcelli, Flavio Mari, Emanuele Gatti, Sergio Cerutti, Padhraic Smyth, Maria G. Signorini
2011	—	`conf`	Advances in monitoring cardiovascular signals. Contribution of nonlinear signal processing. EMBC Maria G. Signorini, Manuela Ferrario, Sergio Cerutti, Giovanni Magenes
2011	—	`conf`	Alteration of autonomic blood pressure control during hemodialysis in peripheral vascular disease patients. EMBC Jasmine Ion Titapiccolo, Sergio Cerutti, Francesco Garzotto, Dinna Cruz, Ulrich Moissl, Ciro Tetta, Maria G. Signorini, Claudio Ronco, Manuela Ferrario
2011	—	`conf`	Arterial blood pressure regulation following aorta clamping and declamping during surgery. EMBC Manuela Ferrario, Federico Aletti, Nicola Toschi, Antonio Canichella, Filadelfo Coniglione, Elisabetta Sabato, Florencia della Badia Giussi, Mario Dauri, Alessandro F. Sabato, Maria Guerrisi, Sergio Cerutti
2011	—	`conf`	Estimation of baroreflex sensitivity during anesthesia induction with propofol. EMBC Guadalupe Dorantes-Méndez, Federico Aletti, Nicola Toschi, Antonio Canichella, Filadelfo Coniglione, Elisabetta Sabato, Florencia della Badia Giussi, Mario Dauri, Alessandro F. Sabato, Maria Guerrisi, Giuseppe Baselli, Maria G. Signorini, Sergio Cerutti, Manuela Ferrario
2011	J	`jnl`	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. Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Carlo Barbieri, Flavio Mari, Emanuele Gatti, Maria G. Signorini
2011	—	`conf`	System identification of baroreflex response to mild lower body negative pressure. EMBC Federico Aletti, Manuela Ferrario, Da Xu, Danielle K. Greaves, J. Kevin Shoemaker, Philippe Arbeille, Sergio Cerutti, Richard Lee Hughson, Giuseppe Baselli
2011	—	`conf`	Telefetalcare: A first prototype of a wearable fetal electrocardiograph. EMBC Andrea Fanelli, Maria G. Signorini, Manuela Ferrario, Paolo Perego, Luca Piccini, Giuseppe Andreoni, Giovanni Magenes
2009	J	`jnl`	Complexity analysis of the fetal heart rate variability: early identification of severe intrauterine growth-restricted fetuses. Medical Biol. Eng. Comput. Manuela Ferrario, Maria G. Signorini, Giovanni Magenes
2006	J	`jnl`	Comparison of entropy-based regularity estimators: application to the fetal heart rate signal for the identification of fetal distress. IEEE Trans. Biomed. Eng. Manuela Ferrario, Maria G. Signorini, Giovanni Magenes, Sergio Cerutti
2006	—	`conf`	New indexes from the Fetal Heart Rate analysis for the identification of severe intra uterine growth restricted fetuses. EMBC Manuela Ferrario, Maria G. Signorini, Giovanni Magenes
2006	—	`conf`	Nonlinear analysis of Heart Rate Variability signal for the characterization of Cardiac Heart Failure patients. EMBC Maria G. Signorini, Manuela Ferrario, Miriam Marchetti, Alessio Marseglia
2006	—	`conf`	Self-similarity behavior characterization of Fetal Heart Rate signal in healthy and Intrauterine Grow Retardated fetuses. EMBC Federico Esposti, Maria G. Signorini, Manuela Ferrario, Giovanni Magenes