Vladimir Berikov

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

• Deep Ensemble for Ischemic Stroke Segmentation on Non-Contrast CT Images2026
• Semi-Supervised 3D Segmentation for Type-B Aortic Dissection with Slim UNETR2025
• Ensembling Transformer-Based Models for 3D Ischemic Stroke Segmentation in Non-Contrast CT2025
• Enhancing Stability of the Weakly Supervised Regression Algorithm Using Manifold Regularization and Fuzzy Clustering2025
• Clustering-Based Graph Neural Network in a Weakly Supervised Regression Problem2025
• Machine Learning Models for Nocturnal Hypoglycemia Prediction in Hospitalized Patients with Type 1 Diabetes2022 · аннотациясвернуть

  Nocturnal hypoglycemia (NH) is a dangerous complication of insulin therapy that often goes undetected. In this study, we aimed to generate machine learning (ML)-based models for short-term NH prediction in hospitalized…

• Ensemble clustering based on weighted co-association matrices: Error bound and convergence properties2016
• Hierarchical clustering algorithms for segmentation of multispectral images2015 · аннотациясвернуть

  Computationally efficient HCA and HECA hierarchical clustering algorithms for segmentation of multispectral images have been developed using the grid and ensemble approaches. A special metric is proposed to identify…