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Items: 1 to 20 of 90


Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance.

Pathak S, Rossen JV, Vijlbrief O, Geerdink J, Seifert C, van Keulen M.

IEEE/ACM Trans Comput Biol Bioinform. 2019 May 3. doi: 10.1109/TCBB.2019.2914678. [Epub ahead of print]


Information extraction from multi-institutional radiology reports.

Hassanpour S, Langlotz CP.

Artif Intell Med. 2016 Jan;66:29-39. doi: 10.1016/j.artmed.2015.09.007. Epub 2015 Oct 3.


Unsupervised Topic Modeling in a Large Free Text Radiology Report Repository.

Hassanpour S, Langlotz CP.

J Digit Imaging. 2016 Feb;29(1):59-62. doi: 10.1007/s10278-015-9823-3.


Automated annotation and classification of BI-RADS assessment from radiology reports.

Castro SM, Tseytlin E, Medvedeva O, Mitchell K, Visweswaran S, Bekhuis T, Jacobson RS.

J Biomed Inform. 2017 May;69:177-187. doi: 10.1016/j.jbi.2017.04.011. Epub 2017 Apr 18.


Semi-supervised clinical text classification with Laplacian SVMs: an application to cancer case management.

Garla V, Taylor C, Brandt C.

J Biomed Inform. 2013 Oct;46(5):869-75. doi: 10.1016/j.jbi.2013.06.014. Epub 2013 Jul 8.


Identification of Long Bone Fractures in Radiology Reports Using Natural Language Processing to support Healthcare Quality Improvement.

Grundmeier RW, Masino AJ, Casper TC, Dean JM, Bell J, Enriquez R, Deakyne S, Chamberlain JM, Alpern ER; Pediatric Emergency Care Applied Research Network.

Appl Clin Inform. 2016 Nov 9;7(4):1051-1068.


Automated Classification of Selected Data Elements from Free-text Diagnostic Reports for Clinical Research.

Löpprich M, Krauss F, Ganzinger M, Senghas K, Riezler S, Knaup P.

Methods Inf Med. 2016 Aug 5;55(4):373-80. doi: 10.3414/ME15-02-0019. Epub 2016 Jul 13.


Recognition of medication information from discharge summaries using ensembles of classifiers.

Doan S, Collier N, Xu H, Pham HD, Tu MP.

BMC Med Inform Decis Mak. 2012 May 7;12:36. doi: 10.1186/1472-6947-12-36.


Automatic detection of patients with invasive fungal disease from free-text computed tomography (CT) scans.

Martinez D, Ananda-Rajah MR, Suominen H, Slavin MA, Thursky KA, Cavedon L.

J Biomed Inform. 2015 Feb;53:251-60. doi: 10.1016/j.jbi.2014.11.009. Epub 2014 Nov 24.


Temporal bone radiology report classification using open source machine learning and natural langue processing libraries.

Masino AJ, Grundmeier RW, Pennington JW, Germiller JA, Crenshaw EB 3rd.

BMC Med Inform Decis Mak. 2016 Jun 6;16:65. doi: 10.1186/s12911-016-0306-3.


Performance of a Machine Learning Classifier of Knee MRI Reports in Two Large Academic Radiology Practices: A Tool to Estimate Diagnostic Yield.

Hassanpour S, Langlotz CP, Amrhein TJ, Befera NT, Lungren MP.

AJR Am J Roentgenol. 2017 Apr;208(4):750-753. doi: 10.2214/AJR.16.16128. Epub 2017 Jan 31.


Machine learning classification of surgical pathology reports and chunk recognition for information extraction noise reduction.

Napolitano G, Marshall A, Hamilton P, Gavin AT.

Artif Intell Med. 2016 Jun;70:77-83. doi: 10.1016/j.artmed.2016.06.001. Epub 2016 Jun 8.


Meta-generalis: A novel method for structuring information from radiology reports.

Barbosa F, Traina AJ, Muglia VF.

Appl Clin Inform. 2016 Aug 24;7(3):803-16. doi: 10.4338/ACI-2016-03-RA-0037.


Characterization of Change and Significance for Clinical Findings in Radiology Reports Through Natural Language Processing.

Hassanpour S, Bay G, Langlotz CP.

J Digit Imaging. 2017 Jun;30(3):314-322. doi: 10.1007/s10278-016-9931-8.


Classification of radiology reports for falls in an HIV study cohort.

Bates J, Fodeh SJ, Brandt CA, Womack JA.

J Am Med Inform Assoc. 2016 Apr;23(e1):e113-7. doi: 10.1093/jamia/ocv155. Epub 2015 Nov 13.


Automatic structuring of radiology free-text reports.

Taira RK, Soderland SG, Jakobovits RM.

Radiographics. 2001 Jan-Feb;21(1):237-45.


The feasibility of using natural language processing to extract clinical information from breast pathology reports.

Buckley JM, Coopey SB, Sharko J, Polubriaginof F, Drohan B, Belli AK, Kim EM, Garber JE, Smith BL, Gadd MA, Specht MC, Roche CA, Gudewicz TM, Hughes KS.

J Pathol Inform. 2012;3:23. doi: 10.4103/2153-3539.97788. Epub 2012 Jun 30.


EliIE: An open-source information extraction system for clinical trial eligibility criteria.

Kang T, Zhang S, Tang Y, Hruby GW, Rusanov A, Elhadad N, Weng C.

J Am Med Inform Assoc. 2017 Nov 1;24(6):1062-1071. doi: 10.1093/jamia/ocx019.


Automatic Normalization of Anatomical Phrases in Radiology Reports Using Unsupervised Learning.

Tahmasebi AM, Zhu H, Mankovich G, Prinsen P, Klassen P, Pilato S, van Ommering R, Patel P, Gunn ML, Chang P.

J Digit Imaging. 2019 Feb;32(1):6-18. doi: 10.1007/s10278-018-0116-5.


[Development of the method for the similarity detection of descriptions in radiology reports using structuring technology].

Futami H, Yamagishi H, Kawaguchi O, Tsukamoto N, Fujii H, Kasamatsu T, Ando Y, Osada M, Kubo A.

Nihon Hoshasen Gijutsu Gakkai Zasshi. 2010 Sep 20;66(9):1229-36. Japanese.

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