Development of Integrated Data and Prediction System Platform for the Localized Prostate Cancer...MEDINFO 2019, the 17th World Congress on Medical and Health Informatics, August 25-30, 2019, Lyon, France.

In this study, we built a multi-center integrated database platform of localized prostate cancer and developed biochemical recurrence (BCR) prediction system with Gradient Boosted Regression model using Korean Prostate Cancer Registry (KPCR) database. This platform will facilitate clinical managemen...

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Detalles Bibliográficos
Publicado en:Studies in Health Technology & Informatics Vol. 264; pp. 1506 - 1508
Autores principales: Sun Jung Lee, Sung Hye Yu, Yejin Kim, Jun Hyuk Hong, Choung-Soo Kim, Seong Il Seo, Chang Wook Jeong, Seok-Soo Byun, Byung Ha Chung, Ji Youl Lee, In Young Choi
Formato: proceedings research tables/charts Journal Article
Publicado: Sage Publications Inc. 2019
Acceso en línea:Ver este registro en EBSCOhost
Descripción
Sumario:In this study, we built a multi-center integrated database platform of localized prostate cancer and developed biochemical recurrence (BCR) prediction system with Gradient Boosted Regression model using Korean Prostate Cancer Registry (KPCR) database. This platform will facilitate clinical management of patients with prostate cancer, and it will also help develop appropriate treatment of prostate cancer.