Tubular Shape Aware Data Generation for Semantic Segmentation in Medical Imaging. Authors Ilyas Sirazitdinov, Heinrich Schulz, Axel Saalbach, Steffen Renisch, Dmitry V Dylov. Publication date 2020/10/2.
Journal arXiv preprint arXiv:2010.00907 Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results on The Kaggle Competition and Validation Against Radiologists. Authors Alexey Tolkachev, Ilyas Sirazitdinov, Maksym Kholiavchenko, Tamerlan Mustafaev, Bulat Ibragimov Publication date 2020/9/21. Journal IEEE Journal of Biomedical and Health Informatics
Deep neural network ensemble for pneumonia localization from a large-scale chest x-ray database. Authors Ilyas Sirazitdinov, Maksym Kholiavchenko, Tamerlan Mustafaev, Yuan Yixuan, Ramil Kuleev, Bulat Ibragimov. Publication date 2019/9/1. Journal Computers & Electrical Engineering, Volume 78
Ivan OseledetsFull Professor, Director of the Center for Artificial Intelligence Technology, Head of the Laboratory of Computational Intelligence