Data Augmentation with GAN: Improving Chest X-Ray Pathologies Prediction on Class-Imbalanced Cases. - Tatiana Malygina; Elena Ericheva; Ivan Drokin (AIST, 2019)

GANs 'N Lungs: improving pneumonia prediction. - Tatiana Malygina; Elena Ericheva; Ivan Drokin (CoRR, 2019)

Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans. - Ivan Drokin; Elena Ericheva (AIST, 2020)

End-to-End Lung Nodule Detection Framework with Model-Based Feature Projection Block. - Ivan Drokin; Elena Ericheva (MLMI@MICCAI, 2021)

Kolmogorov-Arnold Convolutions: Design Principles and Empirical Studies. - Ivan Drokin (CoRR, 2024)