Online Prediction of Ovarian Cancer. - Fedor Zhdanov; Vladimir Vovk; Brian Burford; Dmitry Devetyarov; Ilia Nouretdinov; Alex Gammerman (AIME, 2009)

Confidence Machine and Its Application to Medical Diagnosis. - Dmitry Devetyarov; Ilia Nouretdinov; Alex Gammerman (BIOCOMP, 2009)

Conditional Prediction Intervals for Linear Regression. - Peter McCullagh; Vladimir Vovk; Ilia Nouretdinov; Dmitry Devetyarov; Alex Gammerman (ICMLA, 2009)

Machine Learning Analysis of Proteomics Data for Early Diagnosis. - Dmitry Devetyarov (MIE, 2009)

A New Bioinformatics Tool for Prediction with Confidence. - Dmitry Devetyarov; Martin Woodward; Nicholas Coldham; Muna Anjum; Alexander Gammerman (BIOCOMP, 2010)

Prediction with Confidence Based on a Random Forest Classifier. - Dmitry Devetyarov; Ilia Nouretdinov (AIAI, 2010)

Multiprobabilistic Venn Predictors with Logistic Regression. - Ilia Nouretdinov; Dmitry Devetyarov; Brian Burford; Stephane Camuzeaux; Aleksandra Gentry-Maharaj; Ali Tiss; Celia J. Smith; Zhiyuan Luo 001; Alexey Ya. Chervonenkis; Rachel Hallett; Volodya Vovk; Mike Waterfield; et al. (AIAI (2), 2012)

Conformal predictors in early diagnostics of ovarian and breast cancers. - Dmitry Devetyarov; Ilia Nouretdinov; Brian Burford; Stephane Camuzeaux; Aleksandra Gentry-Maharaj; Ali Tiss; Celia J. Smith; Zhiyuan Luo 001; Alexey Ya. Chervonenkis; Rachel Hallett; Volodya Vovk; Mike Waterfield; et al. (Prog. Artif. Intell., 2012)

Multiprobabilistic prediction in early medical diagnoses. - Ilia Nouretdinov; Dmitry Devetyarov; Volodya Vovk; Brian Burford; Stephane Camuzeaux; Aleksandra Gentry-Maharaj; Ali Tiss; Celia J. Smith; Zhiyuan Luo 001; Alexey Ya. Chervonenkis; Rachel Hallett; Mike Waterfield; et al. (Ann. Math. Artif. Intell., 2015)