Cabitza F - Search Results

1

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. 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.

2

Machine learning in laboratory medicine: waiting for the flood?

Cabitza F, Banfi G. Cabitza F, et al. Clin Chem Lab Med. 2018 Mar 28;56(4):516-524. doi: 10.1515/cclm-2017-0287. Clin Chem Lab Med. 2018. PMID: 29055936 Free article. Review.

3

Machine Learning in Orthopedics: A Literature Review.

Cabitza F, Locoro A, Banfi G. Cabitza F, et al. Front Bioeng Biotechnol. 2018 Jun 27;6:75. doi: 10.3389/fbioe.2018.00075. eCollection 2018. Front Bioeng Biotechnol. 2018. PMID: 29998104 Free PMC article. Review.

4

Spine surgery registries: hope for evidence-based spinal care?

Ismael M, Villafañe JH, Cabitza F, Banfi G, Berjano P. Ismael M, et al. Among authors: cabitza f. J Spine Surg. 2018 Jun;4(2):456-458. doi: 10.21037/jss.2018.05.19. J Spine Surg. 2018. PMID: 30069542 Free PMC article. Review.

5

PROs in the wild: Assessing the validity of patient reported outcomes in an electronic registry.

Cabitza F, Dui LG, Banfi G. Cabitza F, et al. Comput Methods Programs Biomed. 2019 Nov;181:104837. doi: 10.1016/j.cmpb.2019.01.009. Epub 2019 Jan 17. Comput Methods Programs Biomed. 2019. PMID: 30709564

6

Bridging the "last mile" gap between AI implementation and operation: "data awareness" that matters.

Cabitza F, Campagner A, Balsano C. Cabitza F, et al. Ann Transl Med. 2020 Apr;8(7):501. doi: 10.21037/atm.2020.03.63. Ann Transl Med. 2020. PMID: 32395545 Free PMC article. Review.

7

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. Among authors: cabitza f. Comput Biol Med. 2020 Jun;121:103796. doi: 10.1016/j.compbiomed.2020.103796. Epub 2020 May 16. Comput Biol Med. 2020. PMID: 32568677

8

H-Accuracy, an Alternative Metric to Assess Classification Models in Medicine.

Campagner A, Sconfienza L, Cabitza F. Campagner A, et al. Among authors: cabitza f. Stud Health Technol Inform. 2020 Jun 16;270:242-246. doi: 10.3233/SHTI200159. Stud Health Technol Inform. 2020. PMID: 32570383

9

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. Among authors: cabitza f. Stud Health Technol Inform. 2020 Jun 16;270:282-286. doi: 10.3233/SHTI200167. Stud Health Technol Inform. 2020. PMID: 32570391 Free article.

10

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: cabitza f. 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.

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