Screening PubMed abstracts: is class imbalance always a challenge to machine learning?

Autor: Corrado Lanera, Paola Berchialla, Abhinav Sharma, Clara Minto, Dario Gregori, Ileana Baldi

Publikováno v: Systematic Reviews, Vol 8, Iss 1, Pp 1-9 (2019)

Abstract Background The growing number of medical literature and textual data in online repositories led to an exponential increase in the workload of researchers involved in citation screening for systematic reviews. This work aims to combine machin

Externí odkaz: https://doaj.org/article/67d00573bf8348d2ace7c4cd8b230e1d

Handling missing continuous outcome data in a Bayesian network meta-analysis

Autor: Daniele Bottigliengo, Ileana Baldi, Danila Azzolina, Dario Gregori, Giulia Lorenzoni, Clara Minto

Publikováno v: Epidemiology Biostatistics and Public Health, Vol 15, Iss 4 (2018)
Epidemiology, Biostatistics, and Public Health; V. 15 N. 4 (2018)
Epidemiology, Biostatistics, and Public Health; Vol. 15 No. 4 (2018)

Background: A Bayesian network meta-analysis (NMA) model is a statistical method aimed at estimating the relative effects of multiple interventions against the same disease. The method has recently gained prominence, leading to the synthesis of the e

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d3e0d36ce08fc0d1989003a79a33e4f0
https://doi.org/10.2427/12985

Extending PubMed searches to ClinicalTrials.gov through a machine learning approach for systematic reviews

Autor: Dario Gregori, Abhinav Sharma, Corrado Lanera, Ileana Baldi, Paola Berchialla, Clara Minto

Publikováno v: Journal of Clinical Epidemiology. 103:22-30

Objectives Despite their essential role in collecting and organizing published medical literature, indexed search engines are unable to cover all relevant knowledge. Hence, current literature recommends the inclusion of clinical trial registries in s

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3173fa4d1a5b49a10d92ff974ecc0704
https://doi.org/10.1016/j.jclinepi.2018.06.015

Sleep Quality in Patients Undergoing Transcatheter Aortic Valve Implantation (TAVI)

Autor: Sabino Iliceto, Chiara Fraccaro, Danila Azzolina, Caterina Zoccarato, Clara Minto, Giuseppe Tarantini, Giulia Lorenzoni, Dario Gregori

Publikováno v: International Journal of Environmental Research and Public Health
Volume 18
Issue 16
International Journal of Environmental Research and Public Health, Vol 18, Iss 8889, p 8889 (2021)

The present study aimed to analyze sleep quality and quality of Life (QoL) in patients undergoing Transcatheter Aortic Valve Implantation (TAVI). It was conducted at the Interventional Cardiology Unit of the Department of Cardiac, Thoracic, Vascular

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dc372a6d7d4f41abe3218db1db19f382
https://doi.org/10.3390/ijerph18168889

Fruit and Vegetable Concentrate Supplementation and Cardiovascular Health: A Systematic Review from a Public Health Perspective

Autor: Maria Gabriella Vecchio, Manfred Lamprecht, Luisa Mestroni, Dario Gregori, Giulia Lorenzoni, Clara Minto, Irene Paolin, Slavica Zec

Publikováno v: Journal of Clinical Medicine
Volume 8
Issue 11
Journal of Clinical Medicine, Vol 8, Iss 11, p 1914 (2019)

Fruits and vegetables (FV) are very important for the prevention of noncommunicable diseases (NCDs), but it has been demonstrated that FV consumption is below that recommended. Several companies have worked to offer FV concentrates, but it remains un

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f6d59da48003364b2a53ead684f61678
http://europepmc.org/articles/PMC6912365