Olga Senyukova

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Automated assessment of muscle and adipose tissue with computed tomography data for non-invasive determination of inflammatory bowel diseases activity: Pilot study2025 · аннотациясвернуть

  This study endeavors to explore how parameters of adipose and muscle tissue, acquired through abdominal computed tomographic imaging and processed by artificial intelligence software, can be utilized to assess the…

• Multiple embedding of watermarks into a spatial-frequency domain of images based on a genetic algorithm2025
• Leveraging Neural-Networks, Boosting and Domain-Knowledge to Discover Physiological Indicators with Minimal Sensitivity to Data Resolution2022
• MRI Quality Control Algorithm Based on Image Analysis Using Convolutional and Recurrent Neural Networks2022
• Discovery of Hybrid Ensemble Models Resilient to Input Resolution Deterioration2021
• Synergy of physics-based reasoning and machine learning in biomedical applications: towards unlimited deep learning with limited data2019 · аннотациясвернуть

  Technological advancements enable collecting vast data, i.e., Big Data, in science and industry including biomedical field. Increased computational power allows expedient analysis of collected data using statistical and…

• Right Ventricle Segmentation in Cardiac MR Images Using U-Net with Partly Dilated Convolution2018
• Segmentation of blurred objects by classification of isolabel contours2014