Zuccon G - Search Results

1

Automated classification of limb fractures from free-text radiology reports using a clinician-informed gazetteer methodology.

Wagholikar A, Zuccon G, Nguyen A, Chu K, Martin S, Lai K, Greenslade J. Wagholikar A, et al. Among authors: zuccon g. Australas Med J. 2013 May 30;6(5):301-7. doi: 10.4066/AMJ.2013.1651. Print 2013. Australas Med J. 2013. PMID: 23745152 Free PMC article.

2

Automatic Classification of Free-Text Radiology Reports to Identify Limb Fractures using Machine Learning and the SNOMED CT Ontology.

Zuccon G, Wagholikar AS, Nguyen AN, Butt L, Chu K, Martin S, Greenslade J. Zuccon G, et al. AMIA Jt Summits Transl Sci Proc. 2013 Mar 18;2013:300-4. eCollection 2013. AMIA Jt Summits Transl Sci Proc. 2013. PMID: 24303284 Free PMC article.

3

Classification of pathology reports for cancer registry notifications.

Nguyen A, Moore J, Zuccon G, Lawley M, Colquist S. Nguyen A, et al. Among authors: zuccon g. Stud Health Technol Inform. 2012;178:150-6. Stud Health Technol Inform. 2012. PMID: 22797034

4

Classification of cancer-related death certificates using machine learning.

Butt L, Zuccon G, Nguyen A, Bergheim A, Grayson N. Butt L, et al. Among authors: zuccon g. Australas Med J. 2013 May 30;6(5):292-9. doi: 10.4066/AMJ.2013.1654. Print 2013. Australas Med J. 2013. PMID: 23745151 Free PMC article.

5

Automatic ICD-10 classification of cancers from free-text death certificates.

Koopman B, Zuccon G, Nguyen A, Bergheim A, Grayson N. Koopman B, et al. Among authors: zuccon g. Int J Med Inform. 2015 Nov;84(11):956-65. doi: 10.1016/j.ijmedinf.2015.08.004. Epub 2015 Aug 13. Int J Med Inform. 2015. PMID: 26323193

6

Automated Reconciliation of Radiology Reports and Discharge Summaries.

Koopman B, Zuccon G, Wagholikar A, Chu K, O'Dwyer J, Nguyen A, Keijzers G. Koopman B, et al. Among authors: zuccon g. AMIA Annu Symp Proc. 2015 Nov 5;2015:775-84. eCollection 2015. AMIA Annu Symp Proc. 2015. PMID: 26958213 Free PMC article.

7

The impact of OCR accuracy on automated cancer classification of pathology reports.

Zuccon G, Nguyen AN, Bergheim A, Wickman S, Grayson N. Zuccon G, et al. Stud Health Technol Inform. 2012;178:250-6. Stud Health Technol Inform. 2012. PMID: 22797049

8

Active learning: a step towards automating medical concept extraction.

Kholghi M, Sitbon L, Zuccon G, Nguyen A. Kholghi M, et al. Among authors: zuccon g. J Am Med Inform Assoc. 2016 Mar;23(2):289-96. doi: 10.1093/jamia/ocv069. Epub 2015 Aug 7. J Am Med Inform Assoc. 2016. PMID: 26253132 Free PMC article.

9

Active learning reduces annotation time for clinical concept extraction.

Kholghi M, Sitbon L, Zuccon G, Nguyen A. Kholghi M, et al. Among authors: zuccon g. Int J Med Inform. 2017 Oct;106:25-31. doi: 10.1016/j.ijmedinf.2017.08.001. Epub 2017 Aug 5. Int J Med Inform. 2017. PMID: 28870380

10

Extracting cancer mortality statistics from death certificates: A hybrid machine learning and rule-based approach for common and rare cancers.

Koopman B, Zuccon G, Nguyen A, Bergheim A, Grayson N. Koopman B, et al. Among authors: zuccon g. Artif Intell Med. 2018 Jul;89:1-9. doi: 10.1016/j.artmed.2018.04.011. Epub 2018 May 10. Artif Intell Med. 2018. PMID: 29754799

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