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A Concept of Smart Medical Autonomous Distributed System for Diagnostics Based on Machine Learning Technology. / Velichko, Elena; Nepomnyashchaya, Elina; Baranov, Maxim; Galeeva, Marina A.; Pavlov, Vitalii A.; Zavjalov, Sergey V.; Savchenko, Ekaterina; Pervunina, Tatiana M.; Govorov, Igor; Komlichenko, Eduard.
Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 19th International Conference, NEW2AN 2019, and 12th Conference, ruSMART 2019, Proceedings. ed. / Olga Galinina; Sergey Andreev; Yevgeni Koucheryavy; Sergey Balandin. Springer Nature, 2019. p. 515-524 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11660 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Harvard
Velichko, E, Nepomnyashchaya, E, Baranov, M, Galeeva, MA, Pavlov, VA, Zavjalov, SV, Savchenko, E
, Pervunina, TM, Govorov, I
& Komlichenko, E 2019,
A Concept of Smart Medical Autonomous Distributed System for Diagnostics Based on Machine Learning Technology. in O Galinina, S Andreev, Y Koucheryavy & S Balandin (eds),
Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 19th International Conference, NEW2AN 2019, and 12th Conference, ruSMART 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11660 LNCS, Springer Nature, pp. 515-524, 19th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networks and Systems, NEW2AN 2019, and 12th Conference on Internet of Things and Smart Spaces, ruSMART 2019, St. Petersburg, Russian Federation,
26/08/19.
https://doi.org/10.1007/978-3-030-30859-9_44APA
Velichko, E., Nepomnyashchaya, E., Baranov, M., Galeeva, M. A., Pavlov, V. A., Zavjalov, S. V., Savchenko, E.
, Pervunina, T. M., Govorov, I.
, & Komlichenko, E. (2019).
A Concept of Smart Medical Autonomous Distributed System for Diagnostics Based on Machine Learning Technology. In O. Galinina, S. Andreev, Y. Koucheryavy, & S. Balandin (Eds.),
Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 19th International Conference, NEW2AN 2019, and 12th Conference, ruSMART 2019, Proceedings (pp. 515-524). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11660 LNCS). Springer Nature.
https://doi.org/10.1007/978-3-030-30859-9_44Vancouver
Velichko E, Nepomnyashchaya E, Baranov M, Galeeva MA, Pavlov VA, Zavjalov SV et al.
A Concept of Smart Medical Autonomous Distributed System for Diagnostics Based on Machine Learning Technology. In Galinina O, Andreev S, Koucheryavy Y, Balandin S, editors, Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 19th International Conference, NEW2AN 2019, and 12th Conference, ruSMART 2019, Proceedings. Springer Nature. 2019. p. 515-524. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
https://doi.org/10.1007/978-3-030-30859-9_44Author
Velichko, Elena ; Nepomnyashchaya, Elina ; Baranov, Maxim ; Galeeva, Marina A. ; Pavlov, Vitalii A. ; Zavjalov, Sergey V. ; Savchenko, Ekaterina
; Pervunina, Tatiana M. ; Govorov, Igor
; Komlichenko, Eduard. /
A Concept of Smart Medical Autonomous Distributed System for Diagnostics Based on Machine Learning Technology. Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 19th International Conference, NEW2AN 2019, and 12th Conference, ruSMART 2019, Proceedings. editor / Olga Galinina ; Sergey Andreev ; Yevgeni Koucheryavy ; Sergey Balandin. Springer Nature, 2019. pp. 515-524 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
BibTeX
@inproceedings{f52379f3cf77485dac5b3761f8f76534,
title = "A Concept of Smart Medical Autonomous Distributed System for Diagnostics Based on Machine Learning Technology",
abstract = "Telemedicine is a promising direction in the development of medical technologies for the interaction of patients with doctors at a distance. In this paper, we consider the use of telemedicine technologies for the development of smart medical autonomous technology. An example of a smart medical autonomous distributed system for diagnostics is also discussed. To develop this system for medical image analysis we review several processing methods and machine learning algorithms. Some examples of medical system processing results are presented.",
keywords = "Image processing, Medical diagnostics, Telemedicine",
author = "Elena Velichko and Elina Nepomnyashchaya and Maxim Baranov and Galeeva, {Marina A.} and Pavlov, {Vitalii A.} and Zavjalov, {Sergey V.} and Ekaterina Savchenko and Pervunina, {Tatiana M.} and Igor Govorov and Eduard Komlichenko",
note = "Publisher Copyright: {\textcopyright} 2019, Springer Nature Switzerland AG.; 19th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networks and Systems, NEW2AN 2019, and 12th Conference on Internet of Things and Smart Spaces, ruSMART 2019 ; Conference date: 26-08-2019 Through 28-08-2019",
year = "2019",
doi = "10.1007/978-3-030-30859-9_44",
language = "English",
isbn = "9783030308582",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Nature",
pages = "515--524",
editor = "Olga Galinina and Sergey Andreev and Yevgeni Koucheryavy and Sergey Balandin",
booktitle = "Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 19th International Conference, NEW2AN 2019, and 12th Conference, ruSMART 2019, Proceedings",
address = "Germany",
}
RIS
TY - GEN
T1 - A Concept of Smart Medical Autonomous Distributed System for Diagnostics Based on Machine Learning Technology
AU - Velichko, Elena
AU - Nepomnyashchaya, Elina
AU - Baranov, Maxim
AU - Galeeva, Marina A.
AU - Pavlov, Vitalii A.
AU - Zavjalov, Sergey V.
AU - Savchenko, Ekaterina
AU - Pervunina, Tatiana M.
AU - Govorov, Igor
AU - Komlichenko, Eduard
N1 - Publisher Copyright:
© 2019, Springer Nature Switzerland AG.
PY - 2019
Y1 - 2019
N2 - Telemedicine is a promising direction in the development of medical technologies for the interaction of patients with doctors at a distance. In this paper, we consider the use of telemedicine technologies for the development of smart medical autonomous technology. An example of a smart medical autonomous distributed system for diagnostics is also discussed. To develop this system for medical image analysis we review several processing methods and machine learning algorithms. Some examples of medical system processing results are presented.
AB - Telemedicine is a promising direction in the development of medical technologies for the interaction of patients with doctors at a distance. In this paper, we consider the use of telemedicine technologies for the development of smart medical autonomous technology. An example of a smart medical autonomous distributed system for diagnostics is also discussed. To develop this system for medical image analysis we review several processing methods and machine learning algorithms. Some examples of medical system processing results are presented.
KW - Image processing
KW - Medical diagnostics
KW - Telemedicine
UR - http://www.scopus.com/inward/record.url?scp=85072971371&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-30859-9_44
DO - 10.1007/978-3-030-30859-9_44
M3 - Conference contribution
AN - SCOPUS:85072971371
SN - 9783030308582
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 515
EP - 524
BT - Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 19th International Conference, NEW2AN 2019, and 12th Conference, ruSMART 2019, Proceedings
A2 - Galinina, Olga
A2 - Andreev, Sergey
A2 - Koucheryavy, Yevgeni
A2 - Balandin, Sergey
PB - Springer Nature
T2 - 19th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networks and Systems, NEW2AN 2019, and 12th Conference on Internet of Things and Smart Spaces, ruSMART 2019
Y2 - 26 August 2019 through 28 August 2019
ER -
