Seneviratne MG - Search Results

1

Identifying Cases of Metastatic Prostate Cancer Using Machine Learning on Electronic Health Records.

Seneviratne MG, Banda JM, Brooks JD, Shah NH, Hernandez-Boussard TM. Seneviratne MG, et al. AMIA Annu Symp Proc. 2018 Dec 5;2018:1498-1504. eCollection 2018. AMIA Annu Symp Proc. 2018. PMID: 30815195 Free PMC article.

2

Architecture and Implementation of a Clinical Research Data Warehouse for Prostate Cancer.

Seneviratne MG, Seto T, Blayney DW, Brooks JD, Hernandez-Boussard T. Seneviratne MG, et al. EGEMS (Wash DC). 2018 Jun 1;6(1):13. doi: 10.5334/egems.234. EGEMS (Wash DC). 2018. PMID: 30094285 Free PMC article.

3

Distribution of global health measures from routinely collected PROMIS surveys in patients with breast cancer or prostate cancer.

Seneviratne MG, Bozkurt S, Patel MI, Seto T, Brooks JD, Blayney DW, Kurian AW, Hernandez-Boussard T. Seneviratne MG, et al. Cancer. 2019 Mar 15;125(6):943-951. doi: 10.1002/cncr.31895. Epub 2018 Dec 4. Cancer. 2019. PMID: 30512191 Free PMC article.

4

Merging heterogeneous clinical data to enable knowledge discovery.

Seneviratne MG, Kahn MG, Hernandez-Boussard T. Seneviratne MG, et al. Pac Symp Biocomput. 2019;24:439-443. Pac Symp Biocomput. 2019. PMID: 30864344 Free PMC article.

5

Weakly supervised natural language processing for assessing patient-centered outcome following prostate cancer treatment.

Banerjee I, Li K, Seneviratne M, Ferrari M, Seto T, Brooks JD, Rubin DL, Hernandez-Boussard T. Banerjee I, et al. JAMIA Open. 2019 Apr;2(1):150-159. doi: 10.1093/jamiaopen/ooy057. Epub 2019 Jan 4. JAMIA Open. 2019. PMID: 31032481 Free PMC article.

6

Advances in Electronic Phenotyping: From Rule-Based Definitions to Machine Learning Models.

Banda JM, Seneviratne M, Hernandez-Boussard T, Shah NH. Banda JM, et al. Annu Rev Biomed Data Sci. 2018 Jul;1:53-68. doi: 10.1146/annurev-biodatasci-080917-013315. Epub 2018 May 23. Annu Rev Biomed Data Sci. 2018. PMID: 31218278 Free PMC article.

7

Machine Learning Approaches for Extracting Stage from Pathology Reports in Prostate Cancer.

Lenain R, Seneviratne MG, Bozkurt S, Blayney DW, Brooks JD, Hernandez-Boussard T. Lenain R, et al. Among authors: seneviratne mg. Stud Health Technol Inform. 2019 Aug 21;264:1522-1523. doi: 10.3233/SHTI190515. Stud Health Technol Inform. 2019. PMID: 31438212 Free PMC article.

8

Predicting the Incidence of Pressure Ulcers in the Intensive Care Unit Using Machine Learning.

Cramer EM, Seneviratne MG, Sharifi H, Ozturk A, Hernandez-Boussard T. Cramer EM, et al. Among authors: seneviratne mg. EGEMS (Wash DC). 2019 Sep 5;7(1):49. doi: 10.5334/egems.307. EGEMS (Wash DC). 2019. PMID: 31534981 Free PMC article.

9

Development and validation of phenotype classifiers across multiple sites in the observational health data sciences and informatics network.

Kashyap M, Seneviratne M, Banda JM, Falconer T, Ryu B, Yoo S, Hripcsak G, Shah NH. Kashyap M, et al. J Am Med Inform Assoc. 2020 Jun 1;27(6):877-883. doi: 10.1093/jamia/ocaa032. J Am Med Inform Assoc. 2020. PMID: 32374408 Free PMC article.

10

Reporting of demographic data and representativeness in machine learning models using electronic health records.

Bozkurt S, Cahan EM, Seneviratne MG, Sun R, Lossio-Ventura JA, Ioannidis JPA, Hernandez-Boussard T. Bozkurt S, et al. Among authors: seneviratne mg. J Am Med Inform Assoc. 2020 Dec 9;27(12):1878-1884. doi: 10.1093/jamia/ocaa164. J Am Med Inform Assoc. 2020. PMID: 32935131 Free PMC article.

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