Follow
Maksim Kholiavchenko
Maksim Kholiavchenko
Verified email at rpi.edu
Title
Cited by
Cited by
Year
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
2052019
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
522019
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
502020
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
492020
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
322019
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
112022
Iterative low-rank approximation for CNN compression
M Kholiavchenko
arXiv preprint arXiv:1803.08995, 2018
102018
MUSCO: Multi-stage compression of neural networks
J Gusak, M Kholiavchenko, E Ponomarev, L Markeeva, I Oseledets, ...
arXiv preprint arXiv:1903.09973, 2019
92019
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
62020
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
52019
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
52019
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
42024
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
42022
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
42022
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
22023
Comprehensive deep learning pipeline for whale shark recognition
M Kholiavchenko
Rensselaer Polytechnic Institute, 2022
22022
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
12024
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
The system can't perform the operation now. Try again later.
Articles 1–20