METHOD FOR NEURAL NETWORK ANALYSIS OF CARDIAL CONDITION Russian patent published in 2012 - IPC G06N5/00 A61B5/402 

Abstract RU 2461877 C1

FIELD: medicine.

SUBSTANCE: method comprises the stages involving formation of a learning sample in the form of a set (k-1)*m of n-size reference data vectors, construction of decision rules and learning of k*L (L is lead number) neuron networks for analysis of each cardiac k-states in each lead. Then patient's electric cardiac signal is recorded, pre-processed and presented in the form of the n-size vector. The neural network analysis is enabled by comparing the n-size vector to the number (k-1)*m of n-size reference data vectors. The neural network analysis data are used to sample the cardiac k-state with maximum number of signs.

EFFECT: improved algorithm of the neural network analysis of the electric cardiac signal.

4 cl, 11 dwg

Similar patents RU2461877C1

Title Year Author Number
METHOD OF ELECTROCARDIOSIGNAL PROCESSING FOR DIAGNOSTICS OF MYOCARDIAL INFARCTION 2008
  • Bodin Oleg Nikolaevich
  • Zajtseva Oksana Aleksandrovna
  • Loginov Dmitrij Sergeevich
  • Moiseev Aleksandr Evgen'Evich
RU2383295C1
NEURAL NETWORK ANALYSIS METHOD OF CARDIAC CONDITION 2018
  • Bezborodova Oksana Evgenevna
  • Bodin Oleg Nikolaevich
  • Gerasimov Andrej Ilich
  • Polosin Vitalij Germanovich
  • Rakhmatullov Fagim Kasymovich
  • Rakhmatullov Ruslan Fagimovich
  • Sherstnev Vladislav Vadimovich
  • Ozhikenov Kasymbek Adilbekovich Kasymbek Adilbekovich
  • Alimbaeva Zhadyra Nurdauletovna
RU2704913C1
METHOD OF CONTROLLING CONDITIONS TELEMECHANISED OIL-FIELD FACILITIES USING NEURAL NETWORK ANALYSIS 2014
  • Bespalov Aleksej Petrovich
  • Akhmetzjanov Rustam Rasimovich
  • Ekimtsov Sergej Aleksandrovich
  • Girfanov Ruslan Gabduljanovich
  • Denisov Oleg Vladimirovich
  • Lazareva Regina Gennadevna
RU2602779C2
METHOD OF NEURAL NETWORK ANALYSIS OF REMOTELY CONTROLLED OIL-FIELD OBJECTS 2014
  • Bespalov Aleksej Petrovich
  • Akhmetzyanov Rustam Rasimovich
  • Ekimtsov Sergej Aleksandrovich
  • Girfanov Ruslan Gabdulyanovich
  • Denisov Oleg Vladimirovich
  • Lazareva Regina Gennadevna
RU2598786C2
METHOD FOR PREDICTING THE STATE OF CARDIO-VASCULAR SYSTEM 2004
  • Bodin O.N.
  • Agapov E.G.
  • Adamov A.V.
  • Burukina I.P.
  • Kuz'Min A.V.
RU2257838C1
METHOD OF NEURAL NETWORK ANALYSIS OF TELEMETRY DATA FOR WELL STOCK 2013
  • Bespalov Aleksej Petrovich
  • Akhmetzjanov Rustam Rasimovich
  • Ekimtsov Sergej Aleksandrovich
  • Denisov Oleg Vladimirovich
RU2571470C2
METHOD OF EXPRESS-ESTIMATION OF ELECTRIC HEART STABILITY 2013
  • Bodin Oleg Nikolaevich
  • Krivonogov Leonid Jur'Evich
  • Rakhmatullov Fagim Kasymovich
  • Petrovskij Mikhail Aleksandrovich
  • Ivanchukov Anton Gennad'Evich
RU2567271C2
METHOD FOR X-RAY TOMOGRAPHY AND APPARATUS FOR REALISING SAID METHOD 2012
  • Syrjamkin Vladimir Ivanovich
  • Bureev Artem Shamil'Evich
  • Vasil'Ev Aleksandr Vladimirovich
  • Glushkov Gleb Sergeevich
  • Bogomolov Evgenij Nikolaevich
  • Brazovskij Vasilij Vladimirovich
  • Shidlovskij Stanislav Viktorovich
  • Gorbachev Sergej Viktorovich
  • Borodin Vladimir Alekseevich
  • Osipov Artem Vladimirovich
  • Shidlovskij Viktor Stanislavovich
  • Osipov Jurij Mirzoevich
  • Osipov Oleg Jur'Evich
  • Tkach Aleksandr Aleksandrovich
  • Povtorev Vladimir Mikhajlovich
RU2505800C2
METHOD AND DEVICE FOR RECORDING MULTIPLE LEADS OF ELECTROCARDIO SIGNAL 2020
  • Bodin Oleg Nikolaevich
  • Kramm Mikhail Nikolaevich
  • Bodin Andrej Yurevich
  • Rakhmatullov Ruslan Fagimovich
  • Rakhmatullov Fagim Kasymovich
  • Safronov Maksim Igorevich
  • Fedorenko Aleksandr Igorevich
  • Chernikov Anton Ivanovich
RU2764498C2
METHOD FOR OPERATIONAL IDENTIFICATION OF MARINE TARGETS BY THEIR INFORMATION FIELDS BASED ON NEURO-FUZZY MODELS 2021
  • Pyatakovich Valerij Aleksandrovich
  • Pyatakovich Natalya Vladislavovna
  • Filippova Alina Valerevna
  • Alekseev Oleg Adolfovich
RU2763125C1

RU 2 461 877 C1

Authors

Bodin Oleg Nikolaevich

Volkova Natal'Ja Aleksandrovna

Loginov Dmitrij Sergeevich

Rjabchikov Roman Vadimovich

Funtikov Vjacheslav Aleksandrovich

Dates

2012-09-20Published

2011-02-08Filed