Change-point of multiple biomarkers in women with ovarian cancer

详细信息    查看全文

• 作者：In&eacute ; s P. Mari&ntilde ; o^a ; ^b ; ¹ ; ^{ines.perez@urjc.es} ; Oleg Blyuss^b ; ¹ ; Andy Ryan^b ; Aleksandra Gentry-Maharaj^b ; John F. Timms^b ; Anne Dawnay^c ; Jatinderpal Kalsi^b ; Ian Jacobs^b ; ^d ; Usha Menon^b ; ² ; Alexey Zaikin^b ; ²
• 关键词：Ovarian cancer ; Gibbs sampling ; Change-point detection ; Bayesian estimation
• 刊名：Biomedical Signal Processing and Control
• 出版年：2017
• 出版时间：March 2017
• 年：2017
• 卷：33
• 期：Complete
• 页码：169-177
• 全文大小：748 K
• 卷排序：33

文摘

Bayesian hierarchical model for oncomarker data. Detection and estimation of change-points for multiple tumour markers. Model inference via Monte Carlo Markov Chain sampling. Improvement disease detection compared to standard screening using CA125 alone.