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Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.

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Projects 2018 2023

Research Output 2009 2019

Estimating New York Heart Association Classification for Heart Failure Patients from Information in the Electronic Health Record

Ma, S., Zhang, R., Munroe, J., Shanahan, L., Horn, S. & Speedie, S. M., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1504-1507 4 p. 8621518. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electronic Health Records
Heart Failure
Cardiac Resynchronization Therapy

Developing a Clinico-Molecular Test for Individualized Treatment of Ovarian Cancer: The interplay of Precision Medicine Informatics with Clinical and Health Economics Dimensions

Winterhoff, B. J., Kommoss, S., Heitz, F., Konecny, G. E., Dowdy, S. C., Mullany, S. A., Park-Simon, T. W., Baumann, K., Hilpert, F., Brucker, S., du Bois, A., Schröder, W., Burges, A., Shen, S., Wang, J., Tourani, R., Ma, S., Pfisterer, J. & Aliferis, MD, PhD, C., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 1093-1102 10 p.

Research output: Contribution to journalArticle

Medical Informatics
Precision Medicine
Ovarian Neoplasms
2 Citations (Scopus)
Open Access
Type 2 Diabetes Mellitus
Blood Pressure
Antihypertensive Agents
2 Citations (Scopus)

Discovering and identifying New York heart association classification from electronic health records

Zhang, R., Ma, S., Shanahan, L., Munroe, J., Horn, S. & Speedie, S. M., Jul 23 2018, In : BMC medical informatics and decision making. 18, 48.

Research output: Contribution to journalArticle

Open Access
Electronic Health Records
Cardiac Resynchronization Therapy
Heart Failure
Natural Language Processing
4 Citations (Scopus)

Model selection and prediction of outcomes in recent onset schizophrenia patients who undergo cognitive training

Ramsay, I. S., Ma, S., Fisher, M. A., Loewy, R. L., Ragland, J. D., Niendam, T., Carter, C. S. & Vinogradov, S., Mar 1 2018, In : Schizophrenia Research: Cognition. 11, p. 1-5 5 p.

Research output: Contribution to journalArticle

Linear Models
Precision Medicine
Short-Term Memory