Marco Scutari - Publications, H-index & Citations

Marco Scutari

istituto dalle molle di studi sull'intelligenza artificiale

23H指数

188论文数

4.4K被引数

收录论文 25

发表时间

Sleep-stage dynamics predict current sleep-disordered breathing and future cardiovascular risk 睡眠阶段动力学可预测当前睡眠呼吸障碍和未来心血管风险

Scientific Reports

IF3.9

2026-09-02

OAAI

Michal Bechny; Marco Scutari; Yasuhiro Tomita; Julia van der Meer; Markus Schmidt; Claudio Bassetti; Athina Tzovara; Francesca Faraci; Akifumi Kishi

Federated causal discovery in medicine: trends; opportunities; and challenges 医学中的联邦因果发现：趋势、机遇与挑战

Frontiers in Digital Health

IF3.8

2026-07-17

OAAI

NR Niccolò Rocchi; MS Marco Scutari; AZ Alessio Zanga; RN Radha Nagarajan; FS Fabio Stella

Technical and legal aspects of federated learning in bioinformatics: applications; challenges and opportunities 联邦学习在生物信息学中的技术及法律方面：应用、挑战与机遇

Frontiers in Digital Health

IF3.8

2025-11-18

OAAI

Daniele Malpetti†; Marco Scutari†; Francesco Gualdi†; Jessica van Setten; Sander van der Laan; Saskia Haitjema; Aaron Mark Lee; Isabelle Hering; Francesca Mangili

Federated causal discovery with missing data in a multicentric study on endometrial cancer 多中心子宫内膜癌研究中具有缺失数据的联邦因果发现

Journal of Biomedical Informatics

IF4.5

2025-07-22

PREAI

Alessio Zanga; Alice Bernasconi; Peter J.F. Lucas; Hanny Pijnenborg; Casper Reijnen; Marco Scutari; Anthony C. Constantinou

Inferring skin-brain-skin connections from infodemiology data using dynamic Bayesian networks

SCIENTIFIC REPORTS

IF3.9

2024-05-04

OAAI

Scutari, Marco; Kerob, Delphine; Salah, Samir

A Tutorial on Bayesian Networks for Psychopathology Researchers 心理病理学研究人员的贝叶斯网络教程

PSYCHOLOGICAL METHODS

IF7.8

2023-08-01

OAAI

Briganti, Giovanni; Scutari, Marco; McNally, Richard J.

Path Analysis Models Integrating Psychological, Psycho-physical and Clinical Variables in Individuals With Tension-Type Headache 整合紧张型头痛患者的心理，心理物理和临床变量的路径分析模型

JOURNAL OF PAIN

IF4

2023-03-01

OAAI

Liew, 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

Data-driven network analysis identified subgroup-specific low back pain pathways: a cross-sectional GLA:D Back study 数据驱动的网络分析确定了特定亚组的下腰痛途径: 一项横断面GLA:D back研究

JOURNAL OF CLINICAL EPIDEMIOLOGY

IF5.2

2023-01-01

OAAI

Liew, Bernard X. W.; Hartvigsen, Jan; Scutari, Marco; Kongsted, Alice

Bayesian network analysis reveals the interplay of intracranial aneurysm rupture risk factors 贝叶斯网络分析揭示颅内动脉瘤破裂危险因素的相互作用

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2022-08-01

OAAI

Delucchi, Matteo; Spinner, Georg R.; Scutari, Marco; Bijlenga, Philippe; Morel, Sandrine; Friedrich, Christoph M.; Furrer, Reinhard; Hirsch, Sven

A Bayesian hierarchical score for structure learning from related data sets 用于从相关数据集进行结构学习的贝叶斯分层评分

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2022-03-01

OAAI

Azzimonti, Laura; Corani, Giorgio; Scutari, Marco

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 短期效果是否预示着接受腕管综合征手法治疗或手术的女性的长期改善？随机临床试验的贝叶斯网络分析

PHYSICAL THERAPY

IF3.3

2022-02-22

OAAI

Liew, 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

Learning Bayesian networks from incomplete data with the node-average likelihood 基于节点平均似然的不完全数据贝叶斯网络学习

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2021-11-01

OAAI

Bodewes, Tjebbe; Scutari, Marco

A constraint-based algorithm for the structural learning of continuous-time Bayesian networks 基于约束的连续时间贝叶斯网络结构学习算法

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2021-11-01

OAAI

Bregoli, Alessandro; Scutari, Marco; Stella, Fabio

Mechanisms of recovery after neck-specific or general exercises in patients with cervical radiculopathy 神经根型颈椎病患者进行颈部特异性或全身运动后的恢复机制

EUROPEAN JOURNAL OF PAIN

IF3.4

2021-02-24

OAAI

Liew, Bernard X. W.; Peolsson, Anneli; Falla, Deborah; Cleland, Joshua A.; Scutari, Marco; Kierkegaard, Marie; Dedering, Asa

Probing the mechanisms underpinning recovery in post-surgical patients with cervical radiculopathy using Bayesian networks 使用贝叶斯网络探讨神经根型颈椎病术后患者康复的机制

EUROPEAN JOURNAL OF PAIN

IF3.4

2020-02-21

OAAI

Liew, Bernard X. W.; Peolsson, Anneli; Scutari, Marco; Lofgren, Hakan; Wibault, Johanna; Dedering, Asa; Oberg, Birgitta; Zsigmond, Peter; Falla, Deborah

Who learns better Bayesian network structures: Accuracy and speed of structure learning algorithms 谁能更好地学习贝叶斯网络结构: 结构学习算法的准确性和速度

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2019-12-01

161

OAAI

Scutari, Marco; Elisabeth Graafland, Catharina; Manuel Gutierrez, Jose

Bayesian Networks Analysis of Malocclusion Data 错牙合数据的贝叶斯网络分析

SCIENTIFIC REPORTS

IF3.9

2017-11-10

OAAI