Personal information

autonomic nervous system, baroreflex, signal processing, heart rate variability
Italy

Biography

Andrea Marchi received the MS degree in Biomedical Engineering from the Politecnico of Milan, Italy, in 2012. Since 2013, he is currently a PhD student at the Department of Electronics Information and Bioengineering, Politecnico of Milan, Italy. Since 2015 he has been IEEE-EMBC Student Member. He is currently with the Department of Emergency and Intensive Care, San Gerardo Hospital, Monza, Italy. His research is focused on the development of methods for time series analysis and signal processing, the assessment of autonomic nervous system function/dysfunction in both healthy and pathological subjects, the evaluation of cardiovascular and cardiorespiratory coupling, the analysis of muscle sympathetic nerve activity signal. He is author of more than 40 documents among conference contributes and papers published on peer-review international journals.

Activities

Education and qualifications (1)

Politecnico di Milano: Milano, Lombardia, IT

2006-09-15 to 2012-04-23 | Biomedical engineer (DEIB)
Education
Source: Self-asserted source
Andrea Marchi

Works (45)

Cardiovascular Variability Analysis and Baroreflex Estimation in Patients with Type 2 Diabetes in Absence of Any Manifest Neuropathy.

2016 | Journal article
Contributors: de Moura-Tonello SC; Porta A; Marchi A; de Almeida Fagundes A; Francisco Cde O; Rehder-Santos P; Milan-Mattos JC; Simões RP; Gois Mde O; Catai AM
Source: Self-asserted source
Andrea Marchi via Europe PubMed Central

Calibrated variability of muscle sympathetic nerve activity during graded head-up tilt in humans and its link with noradrenaline data and cardiovascular rhythms.

2016-06 | Journal article
Contributors: Marchi A; Bari V; De Maria B; Esler M; Lambert E; Baumert M; Porta A
Source: Self-asserted source
Andrea Marchi via Europe PubMed Central

Nonlinear effects of respiration on the crosstalk between cardiovascular and cerebrovascular control systems.

2016-05 | Journal article
Contributors: Bari V; Marchi A; De Maria B; Rossato G; Nollo G; Faes L; Porta A
Source: Self-asserted source
Andrea Marchi via Europe PubMed Central
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Effect of variations of the complexity of the target variable on the assessment of Wiener-Granger causality in cardiovascular control studies.

2016-02 | Journal article
Contributors: Porta A; Bari V; Marchi A; De Maria B; Takahashi AC; Guzzetti S; Colombo R; Catai AM; Raimondi F
Source: Self-asserted source
Andrea Marchi via Europe PubMed Central
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A refined multiscale self-entropy approach for the assessment of cardiac control complexity: Application to long QT syndrome type 1 patients

Entropy
2015 | Journal article
EID:

2-s2.0-84952020949

Contributors: Bari, V.; Girardengo, G.; Marchi, A.; De Maria, B.; Brink, P.A.; Crotti, L.; Schwartz, P.J.; Porta, A.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier

Cardiovascular control in women with fibromyalgia syndrome: Do causal methods provide nonredundant information compared with more traditional approaches?

American Journal of Physiology - Regulatory Integrative and Comparative Physiology
2015 | Journal article
EID:

2-s2.0-84935496762

Contributors: Zamunér, A.R.; Porta, A.; Andrade, C.P.; Marchi, A.; Forti, M.; Furlan, R.; Barbic, F.; Catai, A.M.; Silva, E.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Cardiovascular parameters and neural sympathetic discharge variability before orthostatic syncope: Role of sympathetic baroreflex control to the vessels

Physiological Measurement
2015 | Journal article
EID:

2-s2.0-84925674793

Contributors: Barbic, F.; Heusser, K.; Marchi, A.; Zamunér, A.R.; Gauger, P.; Tank, J.; Jordan, J.; Diedrich, A.; Robertson, D.; Dipaola, F. et al.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Complexity analyses show two distinct types of nonlinear dynamics in short heart period variability recordings

Frontiers in Physiology
2015 | Journal article
EID:

2-s2.0-84926511307

Contributors: Porta, A.; Bari, V.; Marchi, A.; De Maria, B.; Cysarz, D.; Van Leeuwen, P.; Takahashi, A.C.M.; Catai, A.M.; Gnecchi-Ruscone, T.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Conditional self-entropy and conditional joint transfer entropy in heart period variability during graded postural challenge

PLoS ONE
2015 | Journal article
EID:

2-s2.0-84941366587

Contributors: Porta, A.; Faes, L.; Nollo, G.; Bari, V.; Marchi, A.; De Maria, B.; Takahashi, A.C.M.; Catai, A.M.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
grade
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Conditional symbolic analysis detects nonlinear influences of respiration on cardiovascular control in humans

Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences
2015 | Journal article
EID:

2-s2.0-84921392020

Contributors: Porta, A.; Marchi, A.; Bari, V.; Heusser, K.; Tank, J.; Jordan, J.; Barbic, F.; Furlan, R.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Disentangling cardiovascular control mechanisms during head-down tilt via joint transfer entropy and self-entropy decompositions.

2015 | Journal article
Contributors: Porta A; Faes L; Marchi A; Bari V; De Maria B; Guzzetti S; Colombo R; Raimondi F
Source: Self-asserted source
Andrea Marchi via Europe PubMed Central
grade
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Effects of a hydrotherapy programme on symbolic and complexity dynamics of heart rate variability and aerobic capacity in fibromyalgia patients

Clinical and Experimental Rheumatology
2015 | Journal article
EID:

2-s2.0-84929290295

Contributors: Zamunér, A.R.; Andrade, C.P.; Forti, M.; Marchi, A.; Milan, J.; Avila, M.A.; Catai, A.M.; Porta, A.; Silva, E.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Influence of gravitational sympathetic stimulation on the surgical plethysmographic index

Physiological Research
2015 | Journal article
EID:

2-s2.0-84930158673

Contributors: Colombo, R.; Marchi, A.; Borghi, B.; Fossali, T.; Tobaldini, E.; Guzzetti, S.; Raimondi, F.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Limits of permutation-based entropies in assessing complexity of short heart period variability

Physiological Measurement
2015 | Journal article
EID:

2-s2.0-84925633529

Contributors: Porta, A.; Bari, V.; Marchi, A.; De Maria, B.; Castiglioni, P.; Di Rienzo, M.; Guzzetti, S.; Cividjian, A.; Quintin, L.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Pulse photoplethysmographic analysis estimates the sympathetic activity directed to heart and vessels

Anesthesiology
2015 | Journal article
EID:

2-s2.0-84942431384

Contributors: Colombo, R.; Marchi, A.; Borghi, B.; Fossali, T.; Rech, R.; Castelli, A.; Corona, A.; Guzzetti, S.; Raimondi, F.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Relationship between sympathetic activity and pain intensity in fibromyalgia

Clinical and Experimental Rheumatology
2015 | Journal article
EID:

2-s2.0-84929274592

Contributors: Zamunér, A.R.; Barbic, F.; Dipaola, F.; Bulgheroni, M.; Diana, A.; Atzeni, F.; Marchi, A.; Sarzi-Puttini, P.; Porta, A.; Furlan, R.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Surgical Pleth Index guided analgesia blunts the intraoperative sympathetic response to laparoscopic cholecystectomy

Minerva Anestesiologica
2015 | Journal article
EID:

2-s2.0-84939557408

Contributors: Colombo, R.; Raimondi, F.; Rech, R.; Castelli, A.; Fossali, T.; Marchi, A.; Borghi, B.; Corona, A.; Guzzetti, S.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Time, frequency and information domain analysis of heart period and QT variability in asymptomatic long QT syndrome type 2 patients.

2015 | Journal article
Contributors: Bari V; Girardengo G; Marchi A; De Maria B; Brink PA; Crotti L; Schwartz PJ; Porta A
Source: Self-asserted source
Andrea Marchi via Europe PubMed Central
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Univariate and bivariate symbolic analyses of cardiovascular variability differentiate general anesthesia procedures

Physiological Measurement
2015 | Journal article
EID:

2-s2.0-84925650452

Contributors: Guzzetti, S.; Marchi, A.; Bassani, T.; Citerio, G.; Porta, A.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Cardiovascular control indexes in amyotrophic lateral sclerosis patients and their relation with clinical markers.

2015-08 | Journal article
Contributors: De Maria B; Bari V; Marchi A; Barbic F; Furlan R; Mora G; Dalla Vecchia L; Porta A
Source: Self-asserted source
Andrea Marchi via Europe PubMed Central
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Evaluation of the correlation between cardiac and sympathetic baroreflex sensitivity before orthostatic syncope.

2015-08 | Journal article
Contributors: Marchi A; Bari V; De Maria B; Cerutti S; Heusser K; Tank J; Jordan J; Barbic F; Furlan R; Porta A
Source: Self-asserted source
Andrea Marchi via Europe PubMed Central
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General anesthesia reduces the information exchange between heart and circulation.

2015-08 | Journal article
Contributors: Porta A; Bari V; Marchi A; De Maria B; Pistuddi V; Ranucci M
Source: Self-asserted source
Andrea Marchi via Europe PubMed Central
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Pulse Photoplethysmographic Analysis Estimates the Sympathetic Activity Directed to Heart and Vessels.

2015-08 | Journal article
Contributors: Colombo R; Marchi A; Borghi B; Fossali T; Rech R; Castelli A; Corona A; Guzzetti S; Raimondi F
Source: Self-asserted source
Andrea Marchi via Europe PubMed Central

Wiener-Granger causality in QT-HP variability interactions.

2015-08 | Journal article
Contributors: Porta A; Bari V; Marchi A; De Maria B; Cerutti S
Source: Self-asserted source
Andrea Marchi via Europe PubMed Central
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Assessment of sympathetic baroreflex control during orthostatic challenge before and after prolonged head-down bed rest

2014 8th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2014
2014 | Conference paper
EID:

2-s2.0-84904465398

Contributors: Marchi, A.; Bassani, T.; Bari, V.; Heusser, K.; Tank, J.; Jordan, J.; Barbic, F.; Furlan, R.; Porta, A.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Comparison between permutation and coarse-grained entropy approaches for the assessment of short-term complexity of heart period variability

2014 8th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2014
2014 | Conference paper
EID:

2-s2.0-84904514949

Contributors: Porta, A.; Bari, V.; Marchi, A.; Bassani, T.; Castiglioni, P.; Di Rienzo, M.; Cividjian, A.; Quintin, L.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Directionality in cardiovascular variability interactions during head-down tilt test

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014
2014 | Conference paper
EID:

2-s2.0-84929492366

Contributors: Porta, A.; Marchi, A.; Bari, V.; Catai, A.M.; Guzzetti, S.; Raimondi, F.; Colombo, R.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Effect of age on complexity and causality of the cardiovascular control: Comparison between model-based and model-free approaches

PLoS ONE
2014 | Journal article
EID:

2-s2.0-84903362498

Contributors: Porta, A.; Faes, L.; Bari, V.; Marchi, A.; Bassani, T.; Nollo, G.; Perseguini, N.M.; Milan, J.; Minatel, V.; Borghi-Silva, A. et al.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Effect of the postural challenge on the dependence of the cardiovascular control complexity on age

Entropy
2014 | Journal article
EID:

2-s2.0-84920911226

Contributors: Catai, A.M.; Takahashi, A.C.M.; Perseguini, N.M.; Milan, J.C.; Minatel, V.; Rehder-Santos, P.; Marchi, A.; Bari, V.; Porta, A.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Empirical mode decomposition approach to the estimation of cardiac baroreflex sensitivity in patients undergoing coronary artery bypass graft surgery

2014 8th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2014
2014 | Conference paper
EID:

2-s2.0-84904498806

Contributors: Bari, V.; Marchi, A.; Bassani, T.; Pistuddi, V.; Ranucci, M.; Porta, A.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Filtering approach based on empirical mode decomposition improves the assessment of short scale complexity in long QT syndrome type 1 population

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014
2014 | Conference paper
EID:

2-s2.0-84929492759

Contributors: Bari, V.; Marchi, A.; Girardengo, G.; George, A.L.; Brink, P.A.; Cerutti, S.; Crotti, L.; Schwartz, P.J.; Porta, A.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Low-pass filtering approach via empirical mode decomposition improves short-scale entropy-based complexity estimation of QT interval variability in long QT syndrome type 1 patients

Entropy
2014 | Journal article
EID:

2-s2.0-84907246439

Contributors: Bari, V.; Marchi, A.; de Maria, B.; Girardengo, G.; George, A.L.; Brink, P.A.; Cerutti, S.; Crotti, L.; Schwartz, P.J.; Porta, A.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
grade
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Mechanical stimulation and cardiovascular control in Parkinson disease

IFMBE Proceedings
2014 | Conference paper
EID:

2-s2.0-84891291417

Contributors: Bassani, T.; Bari, V.; Marchi, A.; Tassin, S.; Dalla Vecchia, L.; Canesi, M.; Barbic, F.; Furlan, R.; Porta, A.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
grade
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Model-free causality analysis of cardiovascular variability detects the amelioration of autonomic control in Parkinson's disease patients undergoing mechanical stimulation

Physiological Measurement
2014 | Journal article
EID:

2-s2.0-84902654235

Contributors: Bassani, T.; Bari, V.; Marchi, A.; Tassin, S.; Dalla Vecchia, L.; Canesi, M.; Barbic, F.; Furlan, R.; Porta, A.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Multiscale complexity analysis of the cardiac control identifies asymptomatic and symptomatic patients in long QT syndrome type 1

PLoS ONE
2014 | Journal article
EID:

2-s2.0-84899099532

Contributors: Bari, V.; Valencia, J.F.; Vallverdú, M.; Girardengo, G.; Marchi, A.; Bassani, T.; Caminal, P.; Cerutti, S.; George Jr., A.L.; Brink, P.A. et al.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Short-term complexity of cardiovascular oscillations during orthostatic change in aging

2014 8th Conference of the European Study Group on Cardiovascular Oscillations, ESGCO 2014
2014 | Conference paper
EID:

2-s2.0-84904511082

Contributors: Catai, A.M.; Takahashi, A.C.M.; Perseguini, N.M.; Milan, J.C.; Minatel, V.; Bassani, T.; Bari, V.; Marchi, A.; Santos, P.R.; Borghi-Silva, A. et al.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
grade
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Symbolic analysis of heart period and QT interval variabilities in LQT1 patients

IFMBE Proceedings
2014 | Conference paper
EID:

2-s2.0-84891287439

Contributors: Bari, V.; Bassani, T.; Marchi, A.; Girardengo, G.; Calvillo, L.; Cerutti, S.; Brink, P.A.; Crotti, L.; Schwartz, P.J.; Porta, A.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Characterization of the cardiovascular control during modified head-up tilt test in healthy adult humans

Autonomic Neuroscience: Basic and Clinical
2013 | Journal article
EID:

2-s2.0-84897048023

Contributors: Marchi, A.; Colombo, R.; Guzzetti, S.; Bari, V.; Bassani, T.; Raimondi, F.; Porta, A.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Coherence analysis overestimates the role of baroreflex in governing the interactions between heart period and systolic arterial pressure variabilities during general anesthesia

Autonomic Neuroscience: Basic and Clinical
2013 | Journal article
EID:

2-s2.0-84885186289

Contributors: Bassani, T.; Bari, V.; Marchi, A.; Wu, M.A.; Baselli, G.; Citerio, G.; Beda, A.; de Abreu, M.G.; Güldner, A.; Guzzetti, S. et al.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Entropy-based complexity of the cardiovascular control in Parkinson disease: Comparison between binning and k-nearest-neighbor approaches

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2013 | Conference paper
EID:

2-s2.0-84886488530

Contributors: Porta, A.; Bari, V.; Bassani, T.; Marchi, A.; Tassin, S.; Canesi, M.; Barbic, F.; Furlan, R.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Information domain analysis of the spontaneous baroreflex during pharmacological challenges

Autonomic Neuroscience: Basic and Clinical
2013 | Journal article
EID:

2-s2.0-84885178588

Contributors: Porta, A.; Castiglioni, P.; Di Rienzo, M.; Bari, V.; Bassani, T.; Marchi, A.; Wu, M.A.; Cividjian, A.; Quintin, L.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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K-nearest-neighbor conditional entropy approach for the assessment of the short-term complexity of cardiovascular control

Physiological Measurement
2013 | Journal article
EID:

2-s2.0-84871406177

Contributors: Porta, A.; Castiglioni, P.; Bari, V.; Bassani, T.; Marchi, A.; Cividjian, A.; Quintin, L.; Di Rienzo, M.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Model-based causal closed-loop approach to the estimate of baroreflex sensitivity during propofol anesthesia in patients undergoing coronary artery bypass graft

Journal of Applied Physiology
2013 | Journal article
EID:

2-s2.0-84885209856

Contributors: Porta, A.; Bari, V.; Bassani, T.; Marchi, A.; Pistuddi, V.; Ranucci, M.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
grade
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Refined multiscale entropy analysis of heart period and QT interval variabilities in long QT syndrome type-1 patients

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference
2013 | Journal article
EID:

2-s2.0-84937216974

Contributors: Bari, V.; Valencia, J.F.; Vallverdu, M.; Girardengo, G.; Bassani, T.; Marchi, A.; Calvillo, L.; Caminal, P.; Cerutti, S.; Brink, P.A. et al.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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Short-term complexity indexes of heart period and systolic arterial pressure variabilities provide complementary information

Journal of Applied Physiology
2012 | Journal article
EID:

2-s2.0-84871567939

Contributors: Porta, A.; Castiglioni, P.; Di Rienzo, M.; Bari, V.; Bassani, T.; Marchi, A.; Takahashi, A.C.M.; Tobaldini, E.; Montano, N.; Catai, A.M. et al.
Source: Self-asserted source
Andrea Marchi via Scopus - Elsevier
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