An Ensemble of Triplet Neural Networks for Differential Diagnostics of Lung Cancer. - Lev V. Utkin; Anna A. Meldo; Maxim Kovalev; Ernest M. Kasimov (FRUCT, 2019)

An explanation method for Siamese neural networks. - Lev V. Utkin; Maxim S. Kovalev; Ernest M. Kasimov (CoRR, 2019)

The natural language explanation algorithms for the lung cancer computer-aided diagnosis system. - Anna A. Meldo; Lev V. Utkin; Maxim Kovalev; Ernest M. Kasimov (Artif. Intell. Medicine, 2020)

Explanation of Siamese Neural Networks for Weakly Supervised Learning. - Lev V. Utkin; Maxim Kovalev; Ernest M. Kasimov (Comput. Informatics, 2020)

SurvLIME-Inf: A simplified modification of SurvLIME for explanation of machine learning survival models. - Lev V. Utkin; Maxim S. Kovalev; Ernest M. Kasimov (CoRR, 2020)

SurvLIME: A method for explaining machine learning survival models. - Maxim S. Kovalev; Lev V. Utkin; Ernest M. Kasimov (Knowl. Based Syst., 2020)