Deep neural network ensemble for pneumonia localization from a large-scale chest x-ray database. - Ilyas Sirazitdinov; Maksym Kholiavchenko; Tamerlan Mustafaev; Yixuan Yuan; Ramil Kuleev; Bulat Ibragimov (Comput. Electr. Eng., 2019)

Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results on the Kaggle Competition and Validation Against Radiologists. - Alexey Tolkachev; Ilyas Sirazitdinov; Maksym Kholiavchenko; Tamerlan Mustafaev; Bulat Ibragimov (IEEE J. Biomed. Health Informatics, 2021)

AI-Based Extraction of Radiologists Gaze Patterns Corresponding to Lung Regions. - Ilya Pershin; Bulat Maksudov; Tamerlan Mustafaev; Bulat Ibragimov (ISDA (3), 2022)

Gaze-based attention to improve the classification of lung diseases. - Maksim Kholiavchenko; Ilya Pershin; Bulat Maksudov; Tamerlan Mustafaev; Yixuan Yuan; Bulat Ibragimov (Image Processing, 2022)

AI-based analysis of radiologist's eye movements for fatigue estimation: a pilot study on chest X-rays. - Ilya Pershin; Maksim Kholiavchenko; Bulat Maksudov; Tamerlan Mustafaev; Bulat Ibragimov (Image Perception, Observer Performance, and Technology Assessment, 2022)

Multi-landmark environment analysis with reinforcement learning for pelvic abnormality detection and quantification. - Imad Eddine Ibrahim Bekkouch; Bulat Maksudov; Semen Kiselev; Tamerlan Mustafaev; Tomaz Vrtovec; Bulat Ibragimov (Medical Image Anal., 2022)

Artificial Intelligence for the Analysis of Workload-Related Changes in Radiologists' Gaze Patterns. - Ilya Pershin; Maksim Kholiavchenko; Bulat Maksudov; Tamerlan Mustafaev; Dilyara Ibragimova; Bulat Ibragimov (IEEE J. Biomed. Health Informatics, 2022)

Contrastive Learning Approach to Predict Radiologist's Error Based on Gaze Data. - Ilya Pershin; Tamerlan Mustafaev; Bulat Ibragimov (CEC, 2023)

Changes in Radiologists' Gaze Patterns Against Lung X-rays with Different Abnormalities: a Randomized Experiment. - Ilya Pershin; Tamerlan Mustafaev; Dilyara Ibragimova; Bulat Ibragimov (J. Digit. Imaging, 2023)

Prediction of Radiological Diagnostic Errors from Eye Tracking Data Using Graph Neural Networks and Gaze-Guided Transformers. - Anna Anikina; Reza Karimzadeh; Diliara Ibragimova; Tamerlan Mustafaev; Claudia Mello-Thoms; Bulat Ibragimov (GRAIL@MICCAI, 2024)

Uncertainty Estimation in Cardio Landmark Detection and Heart Disease Diagnosis on Chest X-Ray Images. - Dmitry Lvov; Ivan Stebakov; Alexei Kornaev; Ilya Pershin; Tamerlan Mustafaev; Danil Afonchikov; Ramil Kuleev; Iskander Bariev; Bulat Ibragimov (IEEE Access, 2025)

Prediction of radiological decision errors from longitudinal analysis of gaze and image features. - Anna Anikina; Diliara Ibragimova; Tamerlan Mustafaev; Claudia Mello-Thoms; Bulat Ibragimov (Artif. Intell. Medicine, 2025)