Aleksandr Yu. Efimtcev
Military Medical Academy
Machine learningVoxel-based morphometryComputer visionComputer scienceFunctional neuroimaging
What is this?
Publications 6
#1Ekaterina A. BruiH-Index: 3
Last. David Bendahan (AMU: Aix-Marseille University)H-Index: 29
view all 11 authors...
: The study objective was to investigate the performance of a dedicated convolutional neural network (CNN) optimized for wrist cartilage segmentation from 2D MR images. CNN utilized a planar architecture and patch-based (PB) training approach that ensured optimal performance in the presence of a limited amount of training data. The CNN was trained and validated in 20 multi-slice MRI datasets acquired with two different coils in 11 subjects (healthy volunteers and patients). The validation includ...
Jan 1, 2019 in BIOSTEC (Biomedical Engineering Systems and Technologies)
#1Vladimir S. Kublanov (UrFU: Ural Federal University)H-Index: 5
#2T. S. Petrenko (UrFU: Ural Federal University)H-Index: 3
Last. Aleksandr Yu. EfimtcevH-Index: 1
view all 3 authors...
The article presents the pilot functional neuroimaging study results of the treatment process by means neuro-electrostimulator SYMPATHOCOR-01 in patients with depressive disorder. The study involved three patients. The changes in the brain's default mode network (DMN) as a result of neuro-electrostimulation course are demonstrated. Along with clinical improvement (HDRS-21 and BDI-II scales), changes in DMN's performance from neuroimaging data are shown. An increase in the medial prefrontal corte...
#1Ekaterina A. BruiH-Index: 3
Last. A. AndreychenkoH-Index: 9
view all 9 authors...
The objective of this study is to develop, test and validate a fully automatic, deep learning-based segmentation method for the wrist joint cartilage in magnetic resonance images. The study was conducted in 8 healthy volunteers and 3 patients with wrist joint diseases. 3D MRI datasets (20 in total) were acquired at 1.5T using a VIBE sequence. Wrist cartilage was segmented on coronal slices by a clinician and the convolutional neural network (CNN) was trained, developed and tested using the corre...
1 Citations
#1Vladimir S. Kublanov (UrFU: Ural Federal University)H-Index: 5
Last. Andrei V. SokolovH-Index: 1
view all 9 authors...
#1Andrey V. SokolovH-Index: 2
Last. Vladimir A. FokinH-Index: 2
view all 7 authors...
#1Andrei V. Sokolov (Military Medical Academy)H-Index: 1
#2Sergey Vorobyev (Military Medical Academy)
Last. Vladimir Lobzin (Military Medical Academy)H-Index: 1
view all 6 authors...