M. E. Amelin

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

• Artificial intelligence in technologies for segmentation and classification of neuro-oncological lesions2024
• Deep Multimodal Fusion Network for the Retinogeniculate Visual Pathway Segmentation2023 · аннотациясвернуть

  The segmentation of the retinogeniculate visual pathway (RGVP) is a significant quantitative tool for analyzing the anatomy and trajectory of individual RGVP. However, due to the complex structure and elongated…

• Thalamotomy with focused ultrasound in the treatment of musician’s dystonia2023
• Diagnosis Neuro-Oncology Diseases via Artificial Intelligence and Multi-Sequence MRI Methods2023
• Automatic Retinogeniculate Visual Pathway Identification Based on Data-driven Fiber Clustering and Anatomical Constrains2023
• Retinogeniculate Visual Pathway Reconstruction Using Reinforcement Learning2023
• Data Preprocessing via Multi-sequences MRI Mixture to Improve Brain Tumor Segmentation2020
• Multi-class Brain Tumor Segmentation via Multi-sequences MRI Mixture Data Preprocessing2020 · аннотациясвернуть

  In this paper, we extend the previous work on the robust pre-processing technique which allows to consider all available information from MRI scans by composition of T1, T1C and FLAIR sequences in the unique input. Such…