Campagner A - Search Results

1

The multicenter European Biological Variation Study (EuBIVAS): a new glance provided by the Principal Component Analysis (PCA), a machine learning unsupervised algorithms, based on the basic metabolic panel linked measurands.

Carobene A, Campagner A, Uccheddu C, Banfi G, Vidali M, Cabitza F. Carobene A, et al. Among authors: campagner a. Clin Chem Lab Med. 2021 Aug 2;60(4):556-568. doi: 10.1515/cclm-2021-0599. Print 2022 Mar 28. Clin Chem Lab Med. 2021. PMID: 34333884 Free article.

2

Development, evaluation, and validation of machine learning models for COVID-19 detection based on routine blood tests.

Cabitza F, Campagner A, Ferrari D, Di Resta C, Ceriotti D, Sabetta E, Colombini A, De Vecchi E, Banfi G, Locatelli M, Carobene A. Cabitza F, et al. Among authors: campagner a. Clin Chem Lab Med. 2020 Oct 21;59(2):421-431. doi: 10.1515/cclm-2020-1294. Clin Chem Lab Med. 2020. PMID: 33079698 Free article.

3

Assessment and prediction of spine surgery invasiveness with machine learning techniques.

Campagner A, Berjano P, Lamartina C, Langella F, Lombardi G, Cabitza F. Campagner A, et al. Comput Biol Med. 2020 Jun;121:103796. doi: 10.1016/j.compbiomed.2020.103796. Epub 2020 May 16. Comput Biol Med. 2020. PMID: 32568677

4

Introducing New Measures of Inter- and Intra-Rater Agreement to Assess the Reliability of Medical Ground Truth.

Campagner A, Cabitza F. Campagner A, et al. Stud Health Technol Inform. 2020 Jun 16;270:282-286. doi: 10.3233/SHTI200167. Stud Health Technol Inform. 2020. PMID: 32570391 Free article.

5

Detection of COVID-19 Infection from Routine Blood Exams with Machine Learning: A Feasibility Study.

Brinati D, Campagner A, Ferrari D, Locatelli M, Banfi G, Cabitza F. Brinati D, et al. Among authors: campagner a. J Med Syst. 2020 Jul 1;44(8):135. doi: 10.1007/s10916-020-01597-4. J Med Syst. 2020. PMID: 32607737 Free PMC article.

6

Ordinal labels in machine learning: a user-centered approach to improve data validity in medical settings.

Seveso A, Campagner A, Ciucci D, Cabitza F. Seveso A, et al. Among authors: campagner a. BMC Med Inform Decis Mak. 2020 Aug 20;20(Suppl 5):142. doi: 10.1186/s12911-020-01152-8. BMC Med Inform Decis Mak. 2020. PMID: 32819345 Free PMC article.

7

The need to separate the wheat from the chaff in medical informatics: Introducing a comprehensive checklist for the (self)-assessment of medical AI studies.

Cabitza F, Campagner A. Cabitza F, et al. Among authors: campagner a. Int J Med Inform. 2021 Sep;153:104510. doi: 10.1016/j.ijmedinf.2021.104510. Epub 2021 Jun 2. Int J Med Inform. 2021. PMID: 34108105 Free article.

8

The importance of being external. methodological insights for the external validation of machine learning models in medicine.

Cabitza F, Campagner A, Soares F, García de Guadiana-Romualdo L, Challa F, Sulejmani A, Seghezzi M, Carobene A. Cabitza F, et al. Among authors: campagner a. Comput Methods Programs Biomed. 2021 Sep;208:106288. doi: 10.1016/j.cmpb.2021.106288. Epub 2021 Jul 22. Comput Methods Programs Biomed. 2021. PMID: 34352688 Free article.

9

External validation of Machine Learning models for COVID-19 detection based on Complete Blood Count.

Campagner A, Carobene A, Cabitza F. Campagner A, et al. Health Inf Sci Syst. 2021 Oct 23;9(1):37. doi: 10.1007/s13755-021-00167-3. eCollection 2021 Dec. Health Inf Sci Syst. 2021. PMID: 34721844 Free PMC article.

10

A robust and parsimonious machine learning method to predict ICU admission of COVID-19 patients.

Famiglini L, Campagner A, Carobene A, Cabitza F. Famiglini L, et al. Among authors: campagner a. Med Biol Eng Comput. 2022 Mar 30:1-13. doi: 10.1007/s11517-022-02543-x. Online ahead of print. Med Biol Eng Comput. 2022. PMID: 35353302 Free PMC article. Review.

Save citations to file

Email citations

Send citations to clipboard

Add to Collections

Add to My Bibliography

Create a file for external citation management software

Your saved search

Your RSS Feed

My Custom Filters

Publication date

Text availability

Article attribute

Article type

Article Language

Species

Sex

Age

Other

27 results

Search Page

Filters