Maksym Kholiavchenko

Deep neural network ensemble for pneumonia localization from a large-scale chest x-ray database

Ilyas Sirazitdinov, Maksym Kholiavchenko, Tamerlan Mustafaev et al. · Computers & Electrical Engineering · 2019 · 227 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +11

Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results on the Kaggle Competition and Validation Against Radiologists

Alexey Tolkachev, Ilyas Sirazitdinov, Maksym Kholiavchenko et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 54 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Contour-aware multi-label chest X-ray organ segmentation

Maksym Kholiavchenko, Ilyas Sirazitdinov, Konstantin Kubrak et al. · International Journal of Computer Assisted Radiology and Surgery · 2020 · 53 citations

Image Analysis, Machine Vision, Medical Imaging +10

Automated Multi-Stage Compression of Neural Networks

Julia Gusak, Maksym Kholiavchenko, Evgeny Ponomarev et al. · 2019 · 50 citations

Deep Neural Networks, Engineering, Machine Learning +12

Data Augmentation for Chest Pathologies Classification

Ilyas Sirazitdinov, Maksym Kholiavchenko, Ramil Kuleev et al. · 2019 · 26 citations

Convolutional Neural Network, Engineering, Machine Learning +19