Image Segmentation with Topological Priors. - Shakir Showkat Sofi; Nadezhda Alsahanova (HPEC, 2023)

Knowledge-informed randomized machine learning and data fusion for anomaly areas detection in multimodal 3D images. - Nadezhda Alsahanova; V. Yarkin; E. Spodarev; O. Bronov; V. Bychenko; A. Marinets; E. Syrkashev; O. Karpov; Evgeny Burnaev; Alexander Bernstein; V. Alferova; Maxim Sharaev (Inf. Sci., 2025)

A hierarchical algorithm with randomized learning for robust tissue segmentation and classification in digital pathology. - Svetlana Illarionova; Rifat A. Hamoudi; M. Zapevalina; I. Fedin; Nadezhda Alsahanova; Alexander Bernstein; Evgeny Burnaev; V. Alferova; Ekaterina Khrameeva; D. Shadrin; I. Talaat; Ahmed Bouridane; et al. (Inf. Sci., 2025)

Integrating Radiomics with Deep Learning Enhances Multiple Sclerosis Lesion Delineation. - Nadezhda Alsahanova; Pavel Bartenev; Maksim Sharaev; Milos Ljubisavljevic; Taleb Al. Mansoori; Yauhen Statsenko (CoRR, 2025)