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M

Marco Scutari

istituto dalle molle di studi sull'intelligenza artificiale

23H-index
188Paper Count
4.4KCitation Count
Published Papers 25
Publication Date
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Sleep-stage dynamics predict current sleep-disordered breathing and future cardiovascular risk
errScientific Reports
IF3.9
err2026-09-02
err0
errOAAI
errMichal Bechny; Marco Scutari; Yasuhiro Tomita; Julia van der Meer; Markus Schmidt; Claudio Bassetti; Athina Tzovara; Francesca Faraci; Akifumi Kishi
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errSave
Federated causal discovery in medicine: trends; opportunities; and challenges
errFrontiers in Digital Health
IF3.8
err2026-07-17
err0
errOAAI
errNR Niccolò Rocchi; MS Marco Scutari; AZ Alessio Zanga; RN Radha Nagarajan; FS Fabio Stella
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errSave
Technical and legal aspects of federated learning in bioinformatics: applications; challenges and opportunities
errFrontiers in Digital Health
IF3.8
err2025-11-18
err0
errOAAI
errDaniele Malpetti†; Marco Scutari†; Francesco Gualdi†; Jessica van Setten; Sander van der Laan; Saskia Haitjema; Aaron Mark Lee; Isabelle Hering; Francesca Mangili
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errSave
Federated causal discovery with missing data in a multicentric study on endometrial cancer
errJournal of Biomedical Informatics
IF4.5
err2025-07-22
err0
PREAI
errAlessio Zanga; Alice Bernasconi; Peter J.F. Lucas; Hanny Pijnenborg; Casper Reijnen; Marco Scutari; Anthony C. Constantinou
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errSave
Inferring skin-brain-skin connections from infodemiology data using dynamic Bayesian networks
errSCIENTIFIC REPORTS
IF3.9
err2024-05-04
err0
errOAAI
errScutari, Marco; Kerob, Delphine; Salah, Samir
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errSave
A Tutorial on Bayesian Networks for Psychopathology Researchers
errPSYCHOLOGICAL METHODS
IF7.8
err2023-08-01
err59
errOAAI
errBriganti, Giovanni; Scutari, Marco; McNally, Richard J.
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errSave
Path Analysis Models Integrating Psychological, Psycho-physical and Clinical Variables in Individuals With Tension-Type Headache
errJOURNAL OF PAIN
IF4
err2023-03-01
err7
errOAAI
errLiew, Bernard X. W.; Palacios-Cena, Maria; Scutari, Marco; Fuensalida-Novo, Stella; Guerrero-Peral, Angel; Ordas-Bandera, Carlos; Pareja, Juan A.; Fernandez-de-las-Penas, Cesar
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Data-driven network analysis identified subgroup-specific low back pain pathways: a cross-sectional GLA:D Back study
errJOURNAL OF CLINICAL EPIDEMIOLOGY
IF5.2
err2023-01-01
err4
errOAAI
errLiew, Bernard X. W.; Hartvigsen, Jan; Scutari, Marco; Kongsted, Alice
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errSave
Bayesian network analysis reveals the interplay of intracranial aneurysm rupture risk factors
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2022-08-01
err13
errOAAI
errDelucchi, Matteo; Spinner, Georg R.; Scutari, Marco; Bijlenga, Philippe; Morel, Sandrine; Friedrich, Christoph M.; Furrer, Reinhard; Hirsch, Sven
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errSave
A Bayesian hierarchical score for structure learning from related data sets
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2022-03-01
err3
errOAAI
errAzzimonti, Laura; Corani, Giorgio; Scutari, Marco
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errSave
Do Short-Term Effects Predict Long-Term Improvements in Women Who Receive Manual Therapy or Surgery for Carpal Tunnel Syndrome? A Bayesian Network Analysis of a Randomized Clinical Trial
errPHYSICAL THERAPY
IF3.3
err2022-02-22
err4
errOAAI
errLiew, Bernard X. W.; de-la-Llave-Rincon, Ana, I; Scutari, Marco; Arias-Buria, Jose L.; Cook, Chad E.; Cleland, Joshua; Fernandez-de-las-Penas, Cesar
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errSave
Learning Bayesian networks from incomplete data with the node-average likelihood
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2021-11-01
err3
errOAAI
errBodewes, Tjebbe; Scutari, Marco
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errSave
A constraint-based algorithm for the structural learning of continuous-time Bayesian networks
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2021-11-01
err7
errOAAI
errBregoli, Alessandro; Scutari, Marco; Stella, Fabio
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errSave
Mechanisms of recovery after neck-specific or general exercises in patients with cervical radiculopathy
errEUROPEAN JOURNAL OF PAIN
IF3.4
err2021-02-24
err4
errOAAI
errLiew, Bernard X. W.; Peolsson, Anneli; Falla, Deborah; Cleland, Joshua A.; Scutari, Marco; Kierkegaard, Marie; Dedering, Asa
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errSave
Probing the mechanisms underpinning recovery in post-surgical patients with cervical radiculopathy using Bayesian networks
errEUROPEAN JOURNAL OF PAIN
IF3.4
err2020-02-21
err10
errOAAI
errLiew, Bernard X. W.; Peolsson, Anneli; Scutari, Marco; Lofgren, Hakan; Wibault, Johanna; Dedering, Asa; Oberg, Birgitta; Zsigmond, Peter; Falla, Deborah
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errSave
Who learns better Bayesian network structures: Accuracy and speed of structure learning algorithms
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2019-12-01
err161
errOAAI
errScutari, Marco; Elisabeth Graafland, Catharina; Manuel Gutierrez, Jose
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errSave
Bayesian Networks Analysis of Malocclusion Data
errSCIENTIFIC REPORTS
IF3.9
err2017-11-10
err36
errOAAI
errScutari, Marco; Auconi, Pietro; Caldarelli, Guido; Franchi, Lorenzo
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errSave
Bayesian Network Constraint-Based Structure Learning Algorithms: Parallel and Optimized Implementations in the bnlearn R Package
errJOURNAL OF STATISTICAL SOFTWARE
IF8.1
err2017-01-01
err102
errOAAI
errScutari, Marco
errShare
errSave
Using Genetic Distance to Infer the Accuracy of Genomic Prediction
errPLOS GENETICS
IF3.7
err2016-09-02
err89
errOAAI
errScutari, Marco; Mackay, Ian; Balding, David
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errSave
Multiple Quantitative Trait Analysis Using Bayesian Networks
errGENETICS
IF5.1
err2014-09-01
err66
errOAAI
errScutari, Marco; Howell, Phil; Balding, David J.; Mackay, Ian
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errSave

Research Directions

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Co-authors
Cooperation Journals
R
Richard J. McNally
H-index: 104 · Papers: 546
C
César Fernández‐de‐las‐Peñas
H-index: 93 · Papers: 1.1K
D
David J. Balding
H-index: 76 · Papers: 326
D
Deborah Falla
H-index: 72 · Papers: 646
G
Guido Caldarelli
H-index: 71 · Papers: 452
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