patients and methods we investigated the timing and frequency of acute rejection episodes related to long-term patient-graft survival in taleghani hospital between 1990 and 2011. recipients were divided into three groups as group-1 (no rejection), group-2 (early acute rejection [ear]: less than 3-months) and group-3 (late acute rejection [lar]: after 3 months of transplant). conclusions lar had...

Survival analysis is one of the most important fields statistics in medicine and biological sciences. In addition, computational advances last decades have favored use Bayesian methods this context, providing a flexible powerful alternative to traditional frequentist approach. The objective article summarize some popular survival models, such as accelerated failure time, proportional hazards, m...

With the development of high-throughput technologies, more and high-dimensional or ultra-high-dimensional genomic data are being generated. Therefore, effectively analyzing such has become a significant challenge. Machine learning (ML) algorithms have been widely applied for modeling nonlinear complicated interactions in variety practical fields as survival data. Recently, multilayer deep neura...