Chen D - Search Results

1

Clinical concept extraction: A methodology review.

Fu S, Chen D, He H, Liu S, Moon S, Peterson KJ, Shen F, Wang L, Wang Y, Wen A, Zhao Y, Sohn S, Liu H. Fu S, et al. Among authors: chen d. J Biomed Inform. 2020 Sep;109:103526. doi: 10.1016/j.jbi.2020.103526. Epub 2020 Aug 6. J Biomed Inform. 2020. PMID: 32768446 Free PMC article. Review.

2

Salience of Medical Concepts of Inside Clinical Texts and Outside Medical Records for Referred Cardiovascular Patients.

Moon S, Liu S, Chen D, Wang Y, Wood DL, Chaudhry R, Liu H, Kingsbury P. Moon S, et al. Among authors: chen d. J Healthc Inform Res. 2019 Jan 28;3(2):200-219. doi: 10.1007/s41666-019-00044-5. eCollection 2019 Jun. J Healthc Inform Res. 2019. PMID: 35415427 Free PMC article.

3

Deep learning and alternative learning strategies for retrospective real-world clinical data.

Chen D, Liu S, Kingsbury P, Sohn S, Storlie CB, Habermann EB, Naessens JM, Larson DW, Liu H. Chen D, et al. NPJ Digit Med. 2019 May 30;2:43. doi: 10.1038/s41746-019-0122-0. eCollection 2019. NPJ Digit Med. 2019. PMID: 31304389 Free PMC article. Review.

4

Postoperative bleeding risk prediction for patients undergoing colorectal surgery.

Chen D, Afzal N, Sohn S, Habermann EB, Naessens JM, Larson DW, Liu H. Chen D, et al. Surgery. 2018 Dec;164(6):1209-1216. doi: 10.1016/j.surg.2018.05.043. Epub 2018 Jul 20. Surgery. 2018. PMID: 30033185 Free PMC article.

5

Early Detection of Post-Surgical Complications using Time-series Electronic Health Records.

Chen D, Jiang J, Fu S, Demuth G, Liu S, Schaeferle GM, Wilson PM, Habermann E, Larson DW, Storlie C, Liu H. Chen D, et al. AMIA Jt Summits Transl Sci Proc. 2021 May 17;2021:152-160. eCollection 2021. AMIA Jt Summits Transl Sci Proc. 2021. PMID: 34457129 Free PMC article.

6

Natural language processing for identification of hypertrophic cardiomyopathy patients from cardiac magnetic resonance reports.

Dewaswala N, Chen D, Bhopalwala H, Kaggal VC, Murphy SP, Bos JM, Geske JB, Gersh BJ, Ommen SR, Araoz PA, Ackerman MJ, Arruda-Olson AM. Dewaswala N, et al. Among authors: chen d. BMC Med Inform Decis Mak. 2022 Oct 18;22(1):272. doi: 10.1186/s12911-022-02017-y. BMC Med Inform Decis Mak. 2022. PMID: 36258218 Free PMC article.

7

Improved Interpretability of Machine Learning Model Using Unsupervised Clustering: Predicting Time to First Treatment in Chronic Lymphocytic Leukemia.

Chen D, Goyal G, Go RS, Parikh SA, Ngufor CG. Chen D, et al. JCO Clin Cancer Inform. 2019 May;3:1-11. doi: 10.1200/CCI.18.00137. JCO Clin Cancer Inform. 2019. PMID: 31112417 Free article.

8

Image-to-image translation for automatic ink removal in whole slide images.

Jiang J, Prodduturi N, Chen D, Gu Q, Flotte T, Feng Q, Hart S. Jiang J, et al. Among authors: chen d. J Med Imaging (Bellingham). 2020 Sep;7(5):057502. doi: 10.1117/1.JMI.7.5.057502. Epub 2020 Oct 16. J Med Imaging (Bellingham). 2020. PMID: 33102624 Free PMC article.

9

Deep Neural Network for Cardiac Magnetic Resonance Image Segmentation.

Chen D, Bhopalwala H, Dewaswala N, Arunachalam SP, Enayati M, Farahani NZ, Pasupathy K, Lokineni S, Bos JM, Noseworthy PA, Arsanjani R, Erickson BJ, Geske JB, Ackerman MJ, Araoz PA, Arruda-Olson AM. Chen D, et al. J Imaging. 2022 May 23;8(5):149. doi: 10.3390/jimaging8050149. J Imaging. 2022. PMID: 35621913 Free PMC article.

10

Development and Validation of a Risk Stratification Model Using Disease Severity Hierarchy for Mortality or Major Cardiovascular Event.

Ngufor C, Caraballo PJ, O'Byrne TJ, Chen D, Shah ND, Pruinelli L, Steinbach M, Simon G. Ngufor C, et al. Among authors: chen d. JAMA Netw Open. 2020 Jul 1;3(7):e208270. doi: 10.1001/jamanetworkopen.2020.8270. JAMA Netw Open. 2020. PMID: 32678448 Free PMC article.

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