Adekkanattu PM - Search Results

1

Automated Extraction of Tumor Staging and Diagnosis Information From Surgical Pathology Reports.

Abedian S, Sholle ET, Adekkanattu PM, Cusick MM, Weiner SE, Shoag JE, Hu JC, Campion TR Jr. Abedian S, et al. Among authors: adekkanattu pm. JCO Clin Cancer Inform. 2021 Oct;5:1054-1061. doi: 10.1200/CCI.21.00065. JCO Clin Cancer Inform. 2021. PMID: 34694896 Free PMC article.

2

From Sour Grapes to Low-Hanging Fruit: A Case Study Demonstrating a Practical Strategy for Natural Language Processing Portability.

Johnson SB, Adekkanattu P, Campion TR Jr, Flory J, Pathak J, Patterson OV, DuVall SL, Major V, Aphinyanaphongs Y. Johnson SB, et al. AMIA Jt Summits Transl Sci Proc. 2018 May 18;2017:104-112. eCollection 2018. AMIA Jt Summits Transl Sci Proc. 2018. PMID: 29888051 Free PMC article.

3

Ascertaining Depression Severity by Extracting Patient Health Questionnaire-9 (PHQ-9) Scores from Clinical Notes.

Adekkanattu P, Sholle ET, DeFerio J, Pathak J, Johnson SB, Campion TR Jr. Adekkanattu P, et al. AMIA Annu Symp Proc. 2018 Dec 5;2018:147-156. eCollection 2018. AMIA Annu Symp Proc. 2018. PMID: 30815052 Free PMC article.

4

Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation.

Sholle ET, Pinheiro LC, Adekkanattu P, Davila MA, Johnson SB, Pathak J, Sinha S, Li C, Lubansky SA, Safford MM, Campion TR. Sholle ET, et al. J Am Med Inform Assoc. 2019 Aug 1;26(8-9):722-729. doi: 10.1093/jamia/ocz040. J Am Med Inform Assoc. 2019. PMID: 31329882 Free PMC article.

5

Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study.

Adekkanattu P, Jiang G, Luo Y, Kingsbury PR, Xu Z, Rasmussen LV, Pacheco JA, Kiefer RC, Stone DJ, Brandt PS, Yao L, Zhong Y, Deng Y, Wang F, Ancker JS, Campion TR, Pathak J. Adekkanattu P, et al. AMIA Annu Symp Proc. 2020 Mar 4;2019:190-199. eCollection 2019. AMIA Annu Symp Proc. 2020. PMID: 32308812 Free PMC article.

6

Toward cross-platform electronic health record-driven phenotyping using Clinical Quality Language.

Brandt PS, Kiefer RC, Pacheco JA, Adekkanattu P, Sholle ET, Ahmad FS, Xu J, Xu Z, Ancker JS, Wang F, Luo Y, Jiang G, Pathak J, Rasmussen LV. Brandt PS, et al. Learn Health Syst. 2020 Jun 25;4(4):e10233. doi: 10.1002/lrh2.10233. eCollection 2020 Oct. Learn Health Syst. 2020. PMID: 33083538 Free PMC article.

7

Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation.

Cusick M, Adekkanattu P, Campion TR Jr, Sholle ET, Myers A, Banerjee S, Alexopoulos G, Wang Y, Pathak J. Cusick M, et al. J Psychiatr Res. 2021 Apr;136:95-102. doi: 10.1016/j.jpsychires.2021.01.052. Epub 2021 Feb 2. J Psychiatr Res. 2021. PMID: 33581461 Free PMC article.

8

CQL4NLP: Development and Integration of FHIR NLP Extensions in Clinical Quality Language for EHR-driven Phenotyping.

Wen A, Rasmussen LV, Stone D, Liu S, Kiefer R, Adekkanattu P, Brandt PS, Pacheco JA, Luo Y, Wang F, Pathak J, Liu H, Jiang G. Wen A, et al. AMIA Jt Summits Transl Sci Proc. 2021 May 17;2021:624-633. eCollection 2021. AMIA Jt Summits Transl Sci Proc. 2021. PMID: 34457178 Free PMC article.

9

Extracting social determinants of health from electronic health records using natural language processing: a systematic review.

Patra BG, Sharma MM, Vekaria V, Adekkanattu P, Patterson OV, Glicksberg B, Lepow LA, Ryu E, Biernacka JM, Furmanchuk A, George TJ, Hogan W, Wu Y, Yang X, Bian J, Weissman M, Wickramaratne P, Mann JJ, Olfson M, Campion TR, Weiner M, Pathak J. Patra BG, et al. J Am Med Inform Assoc. 2021 Nov 25;28(12):2716-2727. doi: 10.1093/jamia/ocab170. J Am Med Inform Assoc. 2021. PMID: 34613399 Free PMC article.

10

A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models.

Yu Z, Yang X, Dang C, Wu S, Adekkanattu P, Pathak J, George TJ, Hogan WR, Guo Y, Bian J, Wu Y. Yu Z, et al. AMIA Annu Symp Proc. 2022 Feb 21;2021:1225-1233. eCollection 2021. AMIA Annu Symp Proc. 2022. PMID: 35309014 Free PMC article.

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