METHODS FOR TRAINING DEEP CONVOLUTIONAL NEURAL NETWORKS BASED ON DEEP LEARNING Russian patent published in 2022 - IPC G16B20/20 G16B40/20 G06K9/62 G06N3/08 G06N7/00 

Abstract RU 2767337 C2

FIELD: computing technology.

SUBSTANCE: invention relates to a method for building a classifier of pathogenicity of variants. Also to a method for building a classifier based on a convolutional neural network for classifying variants, implemented by means of a computer, to computer-readable long-term information storage media and systems including one or multiple processors associated with memory.

EFFECT: provided classification of pathogenicity of variants by means of a neural network.

23 cl, 1 ex, 66 dwg, 8 tbl

Similar patents RU2767337C2

Title Year Author Number
SPLICING SITES CLASSIFICATION BASED ON DEEP LEARNING 2018
  • Dzhaganatan, Kishor
  • Farkh, Kaj-Khou
  • Kiriazopulu Panajotopulu, Sofiya
  • Makrej, Dzheremi Frensis
RU2780442C2
A DEEP LEARNING FRAME FOR IDENTIFYING SEQUENCE PATTERNS THAT CAUSE SEQUENCE SPECIFIC ERRORS (SSE) 2019
  • Kashefagigi, Dorna
  • Kia, Amirali
  • Farkh, Kaj-Khou
RU2745733C1
METHOD FOR ISOLATING AND CLASSIFYING BLOOD CELL TYPES USING DEEP CONVOLUTION NEURAL NETWORKS 2019
  • Gromov Aleksandr Mikhajlovich
  • Konushin Vadim Sergeevich
RU2732895C1
GAN-CNN FOR PREDICTION OF MHC-PEPTIDE BINDING 2019
  • Wang, Xingjian
  • Huang, Ying
  • Wang, Wei
  • Zhao, Qi
RU2777926C2
METHOD OF TRAINING DEEP NEURAL NETWORKS BASED ON DISTRIBUTIONS OF PAIRWISE SIMILARITY MEASURES 2016
  • Ustinova Evgeniya Sergeevna
  • Lempitskij Viktor Sergeevich
RU2641447C1
COMPUTER SYSTEM AND METHOD FOR DETECTING MALWARE USING MACHINE LEARNING 2021
  • Dichiu Daniel
  • Dincu Andreea
  • Botarleanu Robert-Mihail
  • Zamfir Sorina N.
  • Bosinceanu Elena A.
  • Prejbeanu Razvan
RU2802860C1
METHOD AND SYSTEMS FOR PREDICTION OF HLA CLASS II-SPECIFIC EPITOPES AND CD4+ T-CELL CHARACTERIZATION 2019
  • Rooney, Michael Steven
  • Abelin, Jennifer Grace
  • Barthelme, Dominik
  • Kamen, Robert
RU2826261C2
IMAGE PROCESSING SYSTEM AND METHOD USING DEEP NEURAL NETWORKS 2018
  • Levinshtein, Alex
  • Chang, Cheng
  • Phung, Edmund
  • Kezele, Irina
  • Guo, Wenzhangzhi
  • Elmoznino, Eric
  • Jiang, Ruowei
  • Aarabi, Parham
RU2743931C1
NEURAL NETWORK TRAINING BY MEANS OF SPECIALIZED LOSS FUNCTIONS 2018
  • Aleksey Alekseevich Zhuravlev
RU2707147C1
METHOD AND DEVICE FOR AUTONOMOUS AUTHENTICATION OF A PERSON 2017
  • Lyan, Tyantsaj
  • Syuj, Dandan
  • Chzhan, Yun
RU2697638C1

RU 2 767 337 C2

Authors

Gao, Khun

Farkh, Kaj-Khou

Sundaram, Laksshman

Makrej, Dzheremi Frensis

Dates

2022-03-17Published

2018-10-15Filed