Alexey A. Novikov

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 10

Top Topics

Classification Algorithm

Dendritic Spines

Confocal Microscopy Images

Top Venues

IEEE Trans. Medical Imaging

Neuroinformatics

Publications

Alexey A. Novikov, David Major, Maria Wimmer, Dimitrios Lenis, Katja Bühler
Deep Sequential Segmentation of Organs in Volumetric Medical Scans. IEEE Trans. Medical Imaging 38 (5) (2019)
Maria Wimmer, David Major, Alexey A. Novikov, Katja Bühler
Fully automatic cross-modality localization and labeling of vertebral bodies and intervertebral discs in 3D spinal images. Int. J. Comput. Assist. Radiol. Surg. 13 (10) (2018)
Alexey A. Novikov, David Major, Maria Wimmer, Dimitrios Lenis, Katja Bühler
Deep Sequential Segmentation of Organs in Volumetric Medical Scans. CoRR (2018)
Alexey A. Novikov, Dimitrios Lenis, David Major, Jirí Hladuvka, Maria Wimmer, Katja Bühler
Fully Convolutional Architectures for Multiclass Segmentation in Chest Radiographs. IEEE Trans. Medical Imaging 37 (8) (2018)
Alexey A. Novikov, David Major, Maria Wimmer, Gert Sluiter, Katja Bühler
Automated Anatomy-Based Tracking of Systemic Arteries in Arbitrary Field-of-View CTA Scans. IEEE Trans. Medical Imaging 36 (6) (2017)
Alexey A. Novikov, David Major, Dimitrios Lenis, Jirí Hladuvka, Maria Wimmer, Katja Bühler
Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs. CoRR (2017)
Martin Trapp, Florian Schulze, Alexey A. Novikov, Laszlo Tirian, Barry J. Dickson, Katja Bühler
Adaptive and Background-Aware GAL4 Expression Enhancement of Co-registered Confocal Microscopy Images. Neuroinformatics 14 (2) (2016)
Maria Wimmer, David Major, Alexey A. Novikov, Katja Bühler
Local entropy-optimized texture models for semi-automatic spine labeling in various MRI protocols. ISBI (2016)
David Major, Alexey A. Novikov, Maria Wimmer, Jirí Hladuvka, Katja Bühler
Automated Slice-Based Artery Identification in Various Field-of-View CTA Scans. VCBM (2015)
Alexey A. Novikov, Maria Wimmer, David Major, Katja Bühler
A Two-Level Cascade Classification Algorithm for Real-Time Bifurcation Detection in CTA Images of Blood Vessels. VCBM (2015)
Florian Ganglberger, Florian Schulze, Laszlo Tirian, Alexey A. Novikov, Barry J. Dickson, Katja Bühler, Georg Langs
Structure-Based Neuron Retrieval Across Drosophila Brains. Neuroinformatics 12 (3) (2014)