The evaluation of functional heart condition with machine learning algorithms; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)

The evaluation of functional heart condition with machine learning algorithms; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)

Bibliographic Details
Parent link:	Journal of Physics: Conference Series Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017).— 2017.— [012009, 5 p.]
Corporate Author:	Национальный исследовательский Томский политехнический университет (ТПУ) Институт неразрушающего контроля (ИНК) Кафедра промышленной и медицинской электроники (ПМЭ)
Other Authors:	Overchuk K. V., Lezhnina I. A. Inna Alekseevna, Uvarov A. A. Aleksandr Andreevich, Perchatkin V. A., Lvova A. B.
Summary:	Title screen This paper is considering the most suitable algorithms to build a classifier for evaluating of the functional heart condition with the ability to estimate the direction and progress of the patient's treatment. The cons and pros of algorithms was analyzed with respect to the problem posed. The most optimal solution has been given and justified. Режим доступа: по договору с организацией-держателем ресурса
Language:	English
Published:	2017
Subjects:	электронный ресурс труды учёных ТПУ функциональное состояние сердце алгоритмы машинное обучение классификаторы
Online Access:	http://dx.doi.org/10.1088/1742-6596/881/1/012009 http://earchive.tpu.ru/handle/11683/43878
Format:	Electronic Book Chapter
KOHA link:	https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=656286

Similar Items

Determination of the modulation transfer function in betatron tomography; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

High-speed image processing systems in non-destructive testing; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
by: Shashev D. V.
Published: (2017)

Functional Imaging and Modeling of the Heart: Second International Workshop, FIMH 2003 Lyon, France, June 5-6, 2003 Proceedings
Published: (Berlin, Springer-Verlag, 2003)

Pure-tone audiometer; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

Wearable nanosensor-based hardware and software complex for dynamic cardiac monitoring; Journal of Physics: Conference Series; Vol. 1327 : Innovations in Non-Destructive Testing (SibTest 2019)
Published: (2019)

Evaluation and prediction of solar radiation for energy management based on neural networks; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
by: Aldoshina O. V.
Published: (2017)

Research and development of the device for diagnostics of arrhythmia; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

Development of installation for study of electrostatic fields; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
by: Kyrmakova O. S. Olga Sergeevna
Published: (2017)

Effect of averaging of high-resolution cardiac signals in medical diagnostics using Simson's method; Journal of Physics: Conference Series; Vol. 1327 : Innovations in Non-Destructive Testing (SibTest 2019)
Published: (2019)

The development and test of the PV concentrator system with electrical and thermal output; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
by: Okhorzina A. V. Alena Vitalievna
Published: (2017)

Finite element modelling of acoustic emission sensor; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
by: Gerasimov S. I. Sergey Ivanovich
Published: (2017)

The experience of using the personal electrocardiograph "ECG-Express"; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

Study of oligotrophic bog by ground-penetrating radar; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

Новые возможности метода ЭКГ картирования; Инновации в неразрушающем контроле (SibTest 2019)
Published: (2019)

The analysis of toxic connections content in water by spectral methods; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

Detection of the change of a magnetic field in the environment by magnetic fluid; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
by: Zyatkov D.
Published: (2017)

Prediction of the properties anhydrite construction mixtures based on neural network approach; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

Checking the possibility of controlling fuel element by X-ray computerized tomography; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

Influence of long-term storage on fire hazard properties of metal nanopowders; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
by: Kyrmakova O. S. Olga Sergeevna
Published: (2017)

New method of measuring µ-focus spots of X-ray tubes; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

The use of optical fiber to control the sudden arch collapse of the mine working; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

Analysis of epidemiological situation of iodine deficiency in Tomsk region from 1998 to 2014; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017): International Conference, 27–30 June 2017, Novosibirsk, Russian Federation; [proceedings]; Journal of Physics: Conference Series
Published: (2017)

Investigations and Non-destructive Testing in New Building Design; Journal of Physics: Conference Series; Vol. 671 : Innovations in Non-Destructive Testing (SibTest 2015)
Published: (2016)

Исследование влияния усреднения кардиосигнала высокого разрешения при диагностике методом Симсона; Инновации в неразрушающем контроле (SibTest 2019)
Published: (2019)

Development and investigation of the nanosensor-based apparatus to assess the psycho-emotional state of a person; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

Linear microfocus bremsstrahlung generated in light and heavy narrow targets in B-18 betatron; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

The clearance control system of the lever-hinge mechanism of the mine winder braking device using the capacitive sensors; Journal of Physics: Conference Series; Vol. 881 : Innovations in Non-Destructive Testing (SibTest 2017)
Published: (2017)

Постоянно носимый аппаратно-программный комплекс на наносенсорах для динамического наблюдения за состоянием сердца человека; Инновации в неразрушающем контроле (SibTest 2019)
Published: (2019)

Problems of Automatic Test of Insulation in Cable Production; Journal of Physics: Conference Series; Vol. 671 : Innovations in Non-Destructive Testing (SibTest 2015)
Published: (2016)

A Simple Approach of Presampled Modulation Transfer Function Measurement Tested on the Phoenix Nanotom Scanner; Journal of Physics: Conference Series; Vol. 671 : Innovations in Non-Destructive Testing (SibTest 2015)
by: Ivashkov D.
Published: (2016)

Solar photovoltaic power output forecasting using machine learning technique; Journal of Physics: Conference Series; Vol. 1327 : Innovations in Non-Destructive Testing (SibTest 2019)
by: Dinh Van Tai
Published: (2019)

The Capacitive Magnetic Field Sensor; Journal of Physics: Conference Series; Vol. 671 : Innovations in Non-Destructive Testing (SibTest 2015)
Published: (2016)

Advanced features of ECG mapping; Journal of Physics: Conference Series; Vol. 1327 : Innovations in Non-Destructive Testing (SibTest 2019)
Published: (2019)

The Method of Manufacturing Nonmetallic Test-Blocks on Different Sensitivity Classes; Journal of Physics: Conference Series; Vol. 671 : Innovations in Non-Destructive Testing (SibTest 2015)
Published: (2016)

Application of Finite Elements Method for Improvement of Acoustic Emission Testing; Journal of Physics: Conference Series; Vol. 671 : Innovations in Non-Destructive Testing (SibTest 2015)
by: Gerasimov S.
Published: (2016)

Hardware and Software for Thermal Nondestructive Testing of Metallic and Composite Materials; Journal of Physics: Conference Series; Vol. 671 : Innovations in Non-Destructive Testing (SibTest 2015)
by: Chulkov A. O. Arseniy Olegovich
Published: (2016)

Strategic planning of integrated development in the field of science and technology of the enterprises of the machine-building production; Journal of Physics: Conference Series; Vol. 1327 : Innovations in Non-Destructive Testing (SibTest 2019)
Published: (2019)

Special Aspects in Designing High - Frequency Betatron; Journal of Physics: Conference Series; Vol. 671 : Innovations in Non-Destructive Testing (SibTest 2015)
by: Filimonov A. A. Anatoly Alekseevich
Published: (2016)

Mathematical Simulation of Contaminant Flow in Closed Reservoir; Journal of Physics: Conference Series; Vol. 671 : Innovations in Non-Destructive Testing (SibTest 2015)
by: Agranat V. M.
Published: (2016)