Cohen AM - Search Results

1

Automatically pre-screening patients for the rare disease aromatic l-amino acid decarboxylase deficiency using knowledge engineering, natural language processing, and machine learning on a large EHR population.

Cohen AM, Kaner J, Miller R, Kopesky JW, Hersh W. Cohen AM, et al. J Am Med Inform Assoc. 2024 Feb 16;31(3):692-704. doi: 10.1093/jamia/ocad244. J Am Med Inform Assoc. 2024. PMID: 38134953 Free PMC article.

2

Reducing workload in systematic review preparation using automated citation classification.

Cohen AM, Hersh WR, Peterson K, Yen PY. Cohen AM, et al. J Am Med Inform Assoc. 2006 Mar-Apr;13(2):206-19. doi: 10.1197/jamia.M1929. Epub 2005 Dec 15. J Am Med Inform Assoc. 2006. PMID: 16357352 Free PMC article.

3

Detecting rare diseases in electronic health records using machine learning and knowledge engineering: Case study of acute hepatic porphyria.

Cohen AM, Chamberlin S, Deloughery T, Nguyen M, Bedrick S, Meninger S, Ko JJ, Amin JJ, Wei AJ, Hersh W. Cohen AM, et al. PLoS One. 2020 Jul 2;15(7):e0235574. doi: 10.1371/journal.pone.0235574. eCollection 2020. PLoS One. 2020. PMID: 32614911 Free PMC article.

4

Clinical study applying machine learning to detect a rare disease: results and lessons learned.

Hersh WR, Cohen AM, Nguyen MM, Bensching KL, Deloughery TG. Hersh WR, et al. Among authors: cohen am. JAMIA Open. 2022 Jun 30;5(2):ooac053. doi: 10.1093/jamiaopen/ooac053. eCollection 2022 Jul. JAMIA Open. 2022. PMID: 35783073 Free PMC article.

5

A categorization and analysis of the criticisms of Evidence-Based Medicine.

Cohen AM, Stavri PZ, Hersh WR. Cohen AM, et al. Int J Med Inform. 2004 Feb;73(1):35-43. doi: 10.1016/j.ijmedinf.2003.11.002. Int J Med Inform. 2004. PMID: 15036077 Review.

6

Functional gene group summarization by clustering MEDLINE abstract sentences.

Yang J, Cohen AM, Hersh WR. Yang J, et al. Among authors: cohen am. AMIA Annu Symp Proc. 2006;2006:1151. AMIA Annu Symp Proc. 2006. PMID: 17238770 Free PMC article.

7

Evaluation of patient-level retrieval from electronic health record data for a cohort discovery task.

Chamberlin SR, Bedrick SD, Cohen AM, Wang Y, Wen A, Liu S, Liu H, Hersh WR. Chamberlin SR, et al. Among authors: cohen am. JAMIA Open. 2020 Jul 26;3(3):395-404. doi: 10.1093/jamiaopen/ooaa026. eCollection 2020 Oct. JAMIA Open. 2020. PMID: 33215074 Free PMC article.

8

A survey of current work in biomedical text mining.

Cohen AM, Hersh WR. Cohen AM, et al. Brief Bioinform. 2005 Mar;6(1):57-71. doi: 10.1093/bib/6.1.57. Brief Bioinform. 2005. PMID: 15826357 Review.

9

The TREC 2004 genomics track categorization task: classifying full text biomedical documents.

Cohen AM, Hersh WR. Cohen AM, et al. J Biomed Discov Collab. 2006 Mar 14;1:4. doi: 10.1186/1747-5333-1-4. J Biomed Discov Collab. 2006. PMID: 16722582 Free PMC article.

10

A comparative analysis of retrieval features used in the TREC 2006 Genomics Track passage retrieval task.

Rekapalli HK, Cohen AM, Hersh WR. Rekapalli HK, et al. Among authors: cohen am. AMIA Annu Symp Proc. 2007 Oct 11;2007:620-4. AMIA Annu Symp Proc. 2007. PMID: 18693910 Free PMC article.

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