| Deep neural network ensemble for pneumonia localization from a large-scale chest x-ray database I Sirazitdinov, M Kholiavchenko, T Mustafaev, Y Yixuan, R Kuleev, ... Computers & electrical engineering 78, 388-399, 2019 | 205 | 2019 |
| Automated multi-stage compression of neural networks J Gusak, M Kholiavchenko, E Ponomarev, L Markeeva, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 52 | 2019 |
| Contour-aware multi-label chest X-ray organ segmentation M Kholiavchenko, I Sirazitdinov, K Kubrak, R Badrutdinova, R Kuleev, ... International Journal of Computer Assisted Radiology and Surgery, 1-12, 2020 | 51 | 2020 |
| Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results on The Kaggle Competition and Validation Against Radiologists A Tolkachev, I Sirazitdinov, M Kholiavchenko, T Mustafaev, B Ibragimov IEEE Journal of Biomedical and Health Informatics, 2020 | 50 | 2020 |
| Data augmentation for chest pathologies classification I Sirazitdinov, M Kholiavchenko, R Kuleev, B Ibragimov 2019 IEEE 16th international symposium on biomedical imaging (ISBI 2019 …, 2019 | 32 | 2019 |
| Artificial intelligence for the analysis of workload-related changes in radiologists’ gaze patterns I Pershin, M Kholiavchenko, B Maksudov, T Mustafaev, D Ibragimova, ... IEEE Journal of Biomedical and Health Informatics 26 (9), 4541-4550, 2022 | 11 | 2022 |
| Iterative low-rank approximation for CNN compression M Kholiavchenko arXiv preprint arXiv:1803.08995, 2018 | 11 | 2018 |
| MUSCO: Multi-stage compression of neural networks J Gusak, M Kholiavchenko, E Ponomarev, L Markeeva, I Oseledets, ... arXiv preprint arXiv:1903.09973, 2019 | 9 | 2019 |
| Evaluation of deep learning methods for bone suppression from dual energy chest radiography I Sirazitdinov, K Kubrak, S Kiselev, A Tolkachev, M Kholiavchenko, ... Artificial Neural Networks and Machine Learning–ICANN 2020: 29th …, 2020 | 6 | 2020 |
| Automated multi-stage compression of neural networks. 2019 IEEE J Gusak, M Kholyavchenko, E Ponomarev, L Markeeva, ... CVF International Conference on Computer Vision Workshop (ICCVW) pp, 2501-2508, 2019 | 5 | 2019 |
| One time is not enough: iterative tensor decomposition for neural network compression J Gusak, M Kholyavchenko, E Ponomarev, L Markeeva, I Oseledets, ... arXiv preprint arXiv:1903.09973, 2019 | 5 | 2019 |
| KABR: In-situ dataset for kenyan animal behavior recognition from drone videos M Kholiavchenko, J Kline, M Ramirez, S Stevens, A Sheets, R Babu, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 4 | 2024 |
| Gaze-based attention to improve the classification of lung diseases M Kholiavchenko, I Pershin, B Maksudov, T Mustafaev, Y Yuan, ... Medical Imaging 2022: Image Processing 12032, 77-80, 2022 | 4 | 2022 |
| AI-based analysis of radiologist’s eye movements for fatigue estimation: a pilot study on chest X-rays I Pershin, M Kholiavchenko, B Maksudov, T Mustafaev, B Ibragimov Medical Imaging 2022: Image Perception, Observer Performance, and Technology …, 2022 | 4 | 2022 |
| A framework for autonomic computing for in situ imageomics J Kline, C Stewart, T Berger-Wolf, M Ramirez, S Stevens, RR Babu, ... 2023 IEEE International Conference on Autonomic Computing and Self …, 2023 | 2 | 2023 |
| Comprehensive deep learning pipeline for whale shark recognition M Kholiavchenko Rensselaer Polytechnic Institute, 2022 | 2 | 2022 |
| Species-Agnostic Patterned Animal Re-identification by Aggregating Deep Local Features E Nepovinnykh, I Chelak, T Eerola, V Immonen, H Kälviäinen, ... International Journal of Computer Vision, 1-16, 2024 | 1 | 2024 |
| BaboonLand Dataset: Tracking Primates in the Wild and Automating Behaviour Recognition from Drone Videos I Duporge, M Kholiavchenko, R Harel, D Rubenstein, M Crofoot, ... arXiv preprint arXiv:2405.17698, 2024 | | 2024 |
| Integrating Biological Data into Autonomous Remote Sensing Systems for In Situ Imageomics: A Case Study for Kenyan Animal Behavior Sensing with Unmanned Aerial Vehicles (UAVs) JM Kline, M Kholiavchenko, O Brookes, T Berger-Wolf, CV Stewart, ... | | 2024 |
| Adopting Confident Learning to Eliminate Uncertainty in Chest X-ray Images for Lung Nodules Prediction M Kholiavchenko, B Maksudov, I Sirazitdinov, T Mustafaev, R Kuleev, ... International Journal of Radiation Oncology, Biology, Physics 108 (3), e338, 2020 | | 2020 |
Bulat IbragimovAssociate Professor at University of CopenhagenVerified email at di.ku.dk
