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Manuela Ferrario

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2020 – today

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2024
[j10]
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  - journals/tbe/GubertiFLJC24
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Diletta Guberti, Manuela Ferrario, Shengchen Liu, Stephan M. Jakob, Marta Carrara:
Wave Separation Analysis to Assess Cardiovascular Alterations Induced by Sepsis. IEEE Trans. Biomed. Eng. 71(6): 1719-1731 (2024)
2023
[c21]
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  - conf/efmi-stc/QuadraroEF23
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Damiano Quadraro, Federico Esposti, Manuela Ferrario:
Improving Cardiology-Rehospitalization Prediction Through the Synergy of Process Mining and Deep Learning: An Innovative Approach. EFMI-STC 2023: 238-239
2020
[c20]
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  - conf/embc/CarraraNHF20
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Marta Carrara, Arianna Niccolò, Antoine Herpain, Manuela Ferrario:
Reducing tachycardia in septic shock patients: do esmolol and ivabradine have a chronotropic effect only? EMBC 2020: 382-385
[c19]
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Marta Carrara, Antoine Herpain, Manuela Ferrario:
Tachycardia control in septic shock with esmolol and ivabradine: a comparison on heart function. EMBC 2020: 2756-2759

2010 – 2019

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2019
[j9]
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Marta Carrara, Antoine Herpain, Giuseppe Baselli, Manuela Ferrario:
A Mathematical Model of dP/dt Max for the Evaluation of the Dynamic Control of Heart Contractility in Septic Shock. IEEE Trans. Biomed. Eng. 66(10): 2719-2727 (2019)
2017
[j8]
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Alice Cambiaghi, Manuela Ferrario, Marco Masseroli:
Analysis of metabolomic data: tools, current strategies and future challenges for omics data integration. Briefings Bioinform. 18(3): 498-510 (2017)
[j7]
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  - journals/titb/PasqualeMCCLMF17
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Marco De Pasquale, Travis J. Moss, Sergio Cerutti, James Forrest Calland, Douglas E. Lake, J. Randall Moorman, Manuela Ferrario:
Hemorrhage Prediction Models in Surgical Intensive Care: Bedside Monitoring Data Adds Information to Lab Values. IEEE J. Biomed. Health Informatics 21(6): 1703-1710 (2017)
2016
[j6]
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Nicolò Gambarotta, Federico Aletti, Giuseppe Baselli, Manuela Ferrario:
A review of methods for the signal quality assessment to improve reliability of heart rate and blood pressures derived parameters. Medical Biol. Eng. Comput. 54(7): 1025-1035 (2016)
[c18]
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Maristella Lucchini, William P. Fifer, Manuela Ferrario, Maria G. Signorini:
Feasibility study for the assessment of cardio-respiratory coupling in newborn infants. EMBC 2016: 5509-5512
2015
[j5]
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  - journals/cmmm/CarraraBF15
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Marta Carrara, Giuseppe Baselli, Manuela Ferrario:
Mortality Prediction Model of Septic Shock Patients Based on Routinely Recorded Data. Comput. Math. Methods Medicine 2015: 761435:1-761435:7 (2015)
[c17]
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Marta Carrara, Giuseppe Baselli, Manuela Ferrario:
Mortality prediction in septic shock patients: Towards new personalized models in critical care. EMBC 2015: 2792-2795
2014
[c16]
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  - conf/embc/CarraraCCFLM14
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Marta Carrara, L. Carozzi, Sergio Cerutti, Manuela Ferrario, Douglas E. Lake, J. Randall Moorman:
Application of dynamical analyses of heart rate to rhythm classification and prognosis. EMBC 2014: 1723-1726
2013
[j4]
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Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Carlo Barbieri, Flavio Mari, Emanuele Gatti, Maria Gabriella Signorini:
Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients. Expert Syst. Appl. 40(11): 4679-4686 (2013)
[c15]
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  - conf/cinc/Dorantes-Mendez13
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Guadalupe Dorantes-Méndez, Manuela Ferrario, Giuseppe Baselli, Philippe Arbeille, J. Kevin Shoemaker, Danielle K. Greaves, Richard Lee Hughson, Federico Aletti:
Comparison of Baroreflex Sensitivity Gain during Mild Lower Body Negative Pressure in Presence and Absence of Long Duration Bed Rest. CinC 2013: 763-766
2012
[c14]
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  - conf/embc/Dorantes-Mendez12
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Guadalupe Dorantes-Méndez, Federico Aletti, Nicola Toschi, Maria Guerrisi, Filadelfo Coniglione, Mario Dauri, Giuseppe Baselli, Maria G. Signorini, Sergio Cerutti, Manuela Ferrario:
Effects of propofol anesthesia induction on the relationship between arterial blood pressure and heart rate. EMBC 2012: 2835-2838
[c13]
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Salvatore Pala, Federico Aletti, Nicola Toschi, Maria Guerrisi, Filadelfo Coniglione, Mario Dauri, Giuseppe Baselli, Manuela Ferrario:
Comparisons of predictors of fluid responsiveness in major surgery. EMBC 2012: 3128-3130
[c12]
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Jasmine Ion Titapiccolo, Manuela Ferrario, Carlo Barbieri, Daniele Marcelli, Flavio Mari, Emanuele Gatti, Sergio Cerutti, Padhraic Smyth, Maria G. Signorini:
Predictive modeling of cardiovascular complications in incident hemodialysis patients. EMBC 2012: 3943-3946
[c11]
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Federico Aletti, Manuela Ferrario, Taiana Bertacini Almas de Jesus, Roberto Stirbulov, Audrey Borghi-Silva, Sergio Cerutti, Luciana Malosa Sampaio:
Heart rate variability in children with cyanotic and acyanotic congenital heart disease: Analysis by spectral and non linear indices. EMBC 2012: 4189-4192
[c10]
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Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Maria G. Signorini, Carlo Barbieri, Flavio Mari, Emanuele Gatti:
Mining Medical Data to Develop Clinical Decision Making Tools in Hemodialysis. ICDM Workshops 2012: 99-106
2011
[j3]
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  - journals/ijkdb/TitapiccoloFCBMGS11
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Jasmine Ion Titapiccolo, Manuela Ferrario, Sergio Cerutti, Carlo Barbieri, Flavio Mari, Emanuele Gatti, Maria G. Signorini:
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. 2(4): 1-17 (2011)
[c9]
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Federico Aletti, Manuela Ferrario, Da Xu, Danielle K. Greaves, J. Kevin Shoemaker, Philippe Arbeille, Sergio Cerutti, Richard Lee Hughson, Giuseppe Baselli:
System identification of baroreflex response to mild lower body negative pressure. EMBC 2011: 2550-2553
[c8]
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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:
Estimation of baroreflex sensitivity during anesthesia induction with propofol. EMBC 2011: 3788-3791
[c7]
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  - conf/embc/TitapiccoloCGCM11
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Jasmine Ion Titapiccolo, Sergio Cerutti, Francesco Garzotto, Dinna Cruz, Ulrich Moissl, Ciro Tetta, Maria G. Signorini, Claudio Ronco, Manuela Ferrario:
Alteration of autonomic blood pressure control during hemodialysis in peripheral vascular disease patients. EMBC 2011: 5511-5514
[c6]
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  - conf/embc/SignoriniFCM11
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Maria G. Signorini, Manuela Ferrario, Sergio Cerutti, Giovanni Magenes:
Advances in monitoring cardiovascular signals. Contribution of nonlinear signal processing. EMBC 2011: 6568-6571
[c5]
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  - conf/embc/FanelliSFPPAM11
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Andrea Fanelli, Maria G. Signorini, Manuela Ferrario, Paolo Perego, Luca Piccini, Giuseppe Andreoni, Giovanni Magenes:
Telefetalcare: A first prototype of a wearable fetal electrocardiograph. EMBC 2011: 6899-6902
[c4]
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  - conf/embc/FerrarioATCCSGD11
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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:
Arterial blood pressure regulation following aorta clamping and declamping during surgery. EMBC 2011: 8428-8431

2000 – 2009

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2009
[j2]
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  - journals/mbec/FerrarioSM09
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Manuela Ferrario, Maria G. Signorini, Giovanni Magenes:
Complexity analysis of the fetal heart rate variability: early identification of severe intrauterine growth-restricted fetuses. Medical Biol. Eng. Comput. 47(9): 911-919 (2009)
2006
[j1]
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Manuela Ferrario, Maria G. Signorini, Giovanni Magenes, Sergio Cerutti:
Comparison of entropy-based regularity estimators: application to the fetal heart rate signal for the identification of fetal distress. IEEE Trans. Biomed. Eng. 53(1): 119-125 (2006)
[c3]
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Manuela Ferrario, Maria G. Signorini, Giovanni Magenes:
New indexes from the Fetal Heart Rate analysis for the identification of severe intra uterine growth restricted fetuses. EMBC 2006: 1458-1461
[c2]
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  - conf/embc/SignoriniFMM06
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Maria G. Signorini, Manuela Ferrario, Miriam Marchetti, Alessio Marseglia:
Nonlinear analysis of Heart Rate Variability signal for the characterization of Cardiac Heart Failure patients. EMBC 2006: 3431-3434
[c1]
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  - conf/embc/EspostiSFM06
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Federico Esposti, Maria G. Signorini, Manuela Ferrario, Giovanni Magenes:
Self-similarity behavior characterization of Fetal Heart Rate signal in healthy and Intrauterine Grow Retardated fetuses. EMBC 2006: 6157-6160

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