Вражнов Денис Александрович
Публикации


Кистенев Ю.В., Вражнов Д.А., Николаев В.В., Сандыкова Е.А., Кривова Н.А. Исследование пространственной структуры коллагена с применением методов многофотонной микроскопии и машинного обучения //Успехи биологической химии. 2019. Т. 59. С. 219-252.
Nikolaev V.V., Kurochkina O.S., Vrazhnov D.A., Sandykova E.A., Kistenev Y.V. Research on lymphedema by method of high-resolution multiphoton microscopy //JPCS. 2019. Vol. 1145. P. 012043.
Kistenev Y.V., Vrazhnov D.A., Nikolaev V.V., Sandykova E.A., Krivova N.A. Analysis of Collagen Spatial Structure Using MultiphotonMicroscopy and Machine Learning Methods //Biochemistry (Moscow). 2019. Vol. 84, № 1. P. S108-S123.
Bulygin A.D., Vrazhnov D.A. A Fully Conservative Parallel Numerical Algorithm with Adaptive Spatial Grid for Solving Nonlinear Diffusion Equations in Image Processing //Supercomputing Frontiers and Innovations. 2019. Vol. 6, № 1. P. 14-18.
Kistenev Y.V., Vrazhnov D.A., Nikolaev V.V., Sandykova E.A., Krivova N.A. Analysis of Collagen Spatial Structure Using Multiphoton Microscopy and Machine Learning Methods //Biochemistry (Moscow). 2019. Vol. 84, № 1. P. 108-123.
Kistenev Y.V., Tuchin V.V., Borisov A.V., Lazareva E.N., Nikolaev V.V., Tuchina D.K., Vrazhnov D.A., Yanina I.Y. Medical diagnosis using NIR and THz tissue imaging and machine learning methods //Progress in Biomedical Optics and Imaging - Proceedings of SPIE. 2019. Vol. 10877. P. 108770J.
Kistenev Y.V., Nikolaev V.V., Kurochkina O.S., Borisov A.V., Vrazhnov D.A., Sandykova E.A. Application of multiphoton imaging and machine learning to lymphedema tissue analysis //Biomedical Optics Express. 2019. Vol. 10, № 7. P. 3353-3368.
Kistenev Y.V., Borisov A.V., Knyazkova A.I., Sandykova E.A., Nikolaev V.V., Vrazhnov D.A. Applications of THz laser spectroscopy and machine learning for medical diagnostics //EPJ Web of Conferences. 2018. Vol. 195. P. 10006.
Kistenev Yu.V., Kuzmin D.A., Vrazhnov D.A., Borisov A.V. Classification of patients with broncho-pulmonary diseases based on analysis of absorption spectra of exhaled air samples with SVM and neural network algorithm application //Proceedings of SPIE - The International Society for Optical Engineering. 2016. Vol. 10035. P. 1003507.
Kistenev Yu.V., Shapovalov A.V., Vrazhnov D.A., Nikolaev V.V. Kalman filtering in the problem of noise reduction in the absorption spectra of exhaled air //Proceedings of SPIE - The International Society for Optical Engineering. 2016. Vol. 10035. P. 100350A.