Medical image diagnosis of liver cancer by hybrid deep neural network of deep logistic GMDH-type neural network and convolutional neural network

Proceedings of the Twenty-Third International Symposium on Artificial Life and Robotics (AROB 23rd 2018)


Hybrid deep neural network of deep multi-layered GMDH-type neural network and convolutional neural network and its application to medical image recognition of spleen regions

Proceedings of the Twenty-Third International Symposium on Artificial Life and Robotics(AROB 23nd 2018)


Medical image diagnosis of liver cancer by deep multi-layered GMDH-type neural network using revised heuristic self-organization

Proceedings of the Twenty-Second International Symposium on Artificial Life and Robotics(AROB 22st 2017)


Medical image diagnosis of lung cancer by deep logistic GMDH-type neural network using revised heuristic self-organization


Medical image analysis of brain X-ray CT images by deep GMDH-type neural network

The proceedings of the 2016 International Conference on Artificial Life and Robotics (ICAROB 2016)


Medical image diagnosis of lung cancer by deep feedback GMDH-type neural network


Medical image analysis of abdominal X-ray CT images by deep multi-layered GMDH-type neural network

Proceedings of the Twenty-First International Symposium on Artificial Life and Robotics (AROB 21st 2016)


Deep feedback GMDH-type neural network and its application to medical image analysis of MRI brain images


The 3-dimensional medical image recognition of right and left kidneys by deep GMDH-type neural network

Proceedings of International Conference on Intelligent Informatics and Biomedical Sciences


Medical image analysis of MRI brain images by deep RBF GMDH-type neural network using principal component-regression analysis

Proceedings of 2015 IIAI 4th international congress on advanced informatics


Medical image diagnosis of kidney regions by deep feedback GMDH-type neural network using principal component-regression analysis

Proceedings of the twentieth international symposium on artificial life and robotics 2015


Deep multi-layered GMDH-type neural network using principal component-regression analysis and its application to medical image recognition of brain and blood vessels

Proceedings of the twentieth international symposium on aritificial life and robotics 2015


Medical image recognition of heart regions by deep multi-layered GMDH-type neural network using principal component-regression analysis

The proceedings of international conference on artificial life and robotics (ICAROB 2015)


Deep feedback GMDH-type neural network using principal component-regression analysis and its application to medical image recognition of abdominal multi-organs


Medical image recognition of abdominal multi-organs by hybrid multi-layered GMDH-type neural network using principal component-regression analysis

Proceedings of 2014 second international symposium on computing and networking


Hybrid feedback GMDH-type neural network using principal component-regression analysis and its application to medical image recognition of heart regions

Proceedings of inetrnational conference of SCIS and ISIS 2014


Logistic GMDH-type neural network using principal component-regression analysis and its application to medical image diagnosis of lung cancer

Proceedings of the nineteenth international symposium on artificial life and robotics

International society of artificial life and robotics


Medical image diagnosis of liver cancer by hybrid feedback GMDH-type neural network using principal component-regression analysis


Feedback RBF GMDH-type neural network using principal component-regression analysis and its application to medical image diagnosis of lung cancer

Proceedings of the first international symposium on computing and networking


Hybrid multi-layered GMDH-type neural network using principal component regression analysis and its application to medical image diagnosis of liver cancer

Proceedings of 17th international conference in knowledge based and intelligent information and engineering systems


Hybrid feedback GMDH-type neural network using principal component-regression analysis and its application to medical image diagnosis of lung cancer

Proceedings of the eighth international conference of the innovative computing, information and control (ICICIC2013)

The innovative computing, information and control (ICIC) international


Medical image diagnosis of liver cancer by RBF GMDH-type neural network using principal component-regression analysis

The Innovative Computing, Information and Control (ICIC) International


Multi-layered GMDH-type neural network algorithm using principal component-regression analysis and PSS criterion

Proceedings of the 44th ISCIE International Symposium on Stochastic Systems Theory and Its Applications


Medical image diagnosis of liver cancer by multi-layered GMDH-type neural network using principal component-regression analysis and PSS criterion


Hybrid multi-layered GMDH-type neural network using principal component-regression analysis and its application to medical image diagnosis of lung cancer

Proceedings of 2012 ASE International Conference on BioMedical Computing


Hybrid feedback GMDH-type neural network self-selecting various neurons and its application to medical image diagnosis of lung cancer

Proceedings of international conference SCIS-ISIS 2012


Hybrid multi-layered GMDH-type neural network self-selecting various neurons and its application to medical image diagnosis of liver cancer


Abstracts of the 44th ISCIE international sysmposium on stochastic systems theory and its applications


Abstracts of the 44th ISCIE international symposium on stochastic systems theory and its applications


Medical image diagnosis of liver cancer by revised GMDH-type neural network using feedback loop calculation

Proceedings of 2012 sixth international conference on genetic and evolutionary computing


Feedback GMDH-type neural network self-selecting various functions and its application to medical image diagnosis of lung cancer

Proceedings of 13th ACIS international conference on sofutware engineering, artificial intelligence, networking and parallel distrivuted computing (SNPD2012)


Medical image diagnosis of lung cancer by hybrid multi-layered GMDH-type neural network using knowlege base

Proceedings of the 2012 International Conference on Complex Medical Engineering


A new multi-layered GMDH-type neural network algorithm using principal component-regression analysis

Proceedings of the 43th ISCIE International Symposium on Stochastic Systems Theory and Its Applications


Medical image diagnosis of liver cancer by multi-layered GMDH-type neural network using artificial intelligence technology

Proceedings of the 43th ISCIE International Symposium on Stochastic Systems Theory and its Applications


Feedback GMDH-type neural network algorithm using prediction error criterion defined as AIC

Proceedings of the 4th international conference on intelligent decision technologies


Medical image diagnosis of lung cancer by multi-layered GMDH-type neural network self-selecting functions

Proceedings of the seventeenth International Symposium on Artificial Life and Robotics 2012


Medical image diagnosis of liver cancer by feedback GMDH-type neural network using knowlege base


Hybrid GMDH-type neural network using artificial intelligence and its application to medical image diagnosis of liver cancer

Proceedings of 2011 IEEE/SICE International Symposium on System Integration


Medical image diagnosis of lung cancer by revised GMDH-type neural network self-selecting optimum neuron architectuers


Medical Image Diagnosis of Liver Cancer by Multi-layered GMDH-type Neural Network Using Artificial Intelligence Technology

Abstracts of the 43rd ISCIE international symposium on stochastic systems theory and its applications

Institute of Systems, Control and Information Engineers


A New Multi-layered GMDH-type Neural Network Algorithm Using Principal Component-Regression Analysis

Abstracts of the 43rd ISCIE international sysmposium on Stochastic systems theory and its applications


Lumbar spondylolysis: clinical significance of gender difference

International Skeletal Society 2011 Annual Meeting


Medical image diagnosis of lung cancer by revised GMDH-type neural network using heuristic self-organization

Proceedings of SICE annual concerence 2011


Revised GMDH-type neural network using principal component-regression analysis

Proceedings of SICE annual conference 2011


Fedback GMDH-type neural network and Its application to medical image analysis of liver cancer

Proceedings of the 42th ISCIE Inernational Symposium on Stochastic Systems Theory and Its Applications


Revised GMDH-type neural network using artificial intelligence and Its application to medical image diagnosis

Proceedings of 2011 IEEE Symposium Series on Computational Intelligence


Medical image diagnosis of lung cancer by revised GMDH-type neural network using various kinds of neurons

Proceedings of the sixteenth International Symposium on Artificial Life and Robotics 2011


Medical image diagnosis of liver cancer by revised GMDH-type neural network using knowledge base

Proceedings of International Forum on Medical Imaging in Asia 2011


Medical image diagnosis of liver cancer using multi-layered GMDH-type neural network

Proceedings of Joint 5th International Conference on Soft Computing and Intelligent Systems and 11th International Symposium on Advanced Intelligent Systems


Feedback GMDH-type neural network and its application to medical image analysis of the liver cancer

Abstracts of the 42th ISCIE international symposium on stochastic systems theory and its applications


Medical image diagnosis of liver cancer using neural natwork and artificial intelligence

Proceedings of the 2010 International Symposium on Intelligent Systems


Nonliear system identification by feedback GMDH-type neural network with architecture self-selecting function

Proceedings of 2010IEEE Multi-Conference on System and Control


Medical image recognition of cancer of the liver by GMDH-type neural network

Proceedings of the 41th International Symposium on Stochastic Systems Theory and Its Applications


Three-dimensional medical image recognition of the lung by the revised radial basis function (RBF) network algorithm

Proceedings of the 41th ISCIE International Symposium on Stochastic Systems Theory and Its Applications


Identification of the interactive art system using the revised RBF network


Learning algorithm of the revised RBF network and its application to the media art system

The Fifteenth International Symposium on Artificial Life and Robotics 2010


Feedback GMDH-type neural network algorithm and its application to medical image analysis of cancer of the liver


3-dimensional medical image recognition of the lung by the revised radial basis function (RBF) neural network algorithm

Abstracts of the 41st ISCIE International Symposium on Stochastic Systems Theory and Its Applications


Abstract of the 41st ISCIE International Symposium on Stochastic Systems Theory and Its Applications


Three-dimensional medical image recognition of the heart by revised GMDH-type neural network algorithm

ICROS-SICE International Joint Conference 2009

The Society of Instrument and Control Engineers


Revised RBF network algorithm and its application to the interactive art system


Medical image recognition of the white and gray matters of the brain by radial basis function (RBF) neural network

Proceedings of the 40th ISCIE International Symposium on Stochastic Systems Theory and Its Applications


Three-dimensional medical image recognition of the cancer of the liver by artificial neural network


Revised GMDH-type neural network algorithm for medical image recognition and its application to 3-dimensional medical image analysis of the heart


Three-dimensional medical image recognition of cancer of the liver by the revised radial basis function (RBF) neural network algorithm

The Fourteenth International Symposium on Artificial Life and Robotics 2009


Three-dimensional medical image analysis of the heart by the revised GMDH-type neural network self-selecting optimum neural network architecture


Revised GMDH-type neural network algorithm self-selecting optimum neural network architecture


Abstracs of the 40th ISCIE International Symposium on Stochastic Systems Theory and Its Applications


Revised GMDH-type neural network algorithm for medical image recognition and its application to 3-demensional medical image analysis of the heart

Abstracts of the 40th ISCIE International Symposium on Stochastic Systems Theory and Its Applications


Three-dimensional medical image recognition of cancer of the liver by artificial neural network


Feedback GMDH-type neural network algorithm using prediction error criterion for self-organization


Feedback GMDH-type neural network using prediction error criterion and its application to 3-dimensional medical image recognition


Recognition of 3-dimensional medical images of the lungs, pulmonary vessels andf bronchial trees by artificial neural networks

Proceedings of the 39th ISCIE International Symposimum In Stochastic Systems Theory and Its Applications


Recognition of 3-dimensional medical images of the head by radial basis function (RBF) neural network

Proceedings of the 39th ISCIE International Symposium In Stochastic Systems Theory and Its Applications


Medical Image Recognition of Abdominal Organs by RBF GMDH-type Neural Network


Abstracts of the 39th ISCIE International symposium on Stochastic Systems Theory and Its Applications


Recognition of 3-dimensional medical images of the lungs, pulmonary vessels and bronchial trees by artificial neural networks

Abstract of the 39th ISCIE International Symposium on Stochastic Systems Theory and Its Applications


Medical image recognition of abdominal organs by RBF GMDH-type neural network

Abstract of the 39th ISCIE International Symposium on Stochastic Systems Theory and Applications


Feedback GMDH-type Neural Network Self-Selecting Optimum Neural Network Architecture and Its Application to 3-Dimensional medical Image Recognition of the Lungs

Proceedings of international Workshop on Inductive Modeling 2007


Multi-Layered GMDH-type Neural Network Self-selecting Optimum Neural Network Atcbitrcture and Its Application to Nonlinear System Identification


Three dimensional medical images of the lungs and brain recognized by artificial neural networks

Proceedings of SICE annual Conference 2007


Medical Image Recognition of Abdominal X-ray CT Images by RBF GMDH-type Neural Network


Three-Dimensional medical Image Recognition of Blood Vessels by Multi-Layered GMDH-Type Neural Network Self-Selecting Optimum Neural Network Archtecture

Proceedings of the 38th ISCIE international symposium on stochastic sytems theory and its applications


Three dimensional medical image recognition of the lungs using artificial neural network

Proceedings of International Symposium on Artificial Life and Robotics


Three dimensional medical image recognition of the brain by feedback GMDH-type neural network self-selecting optimum neural network architecture


Feedback GMDH-type neural network algorithm self-selecting optimum neural network architecture


Three-dimensional medical image recognition of blood vessels by multi-layered GMDH-type neural network self-selecting optimum neural network architecture

Abstract of the 38th International Symposium on Stochastic Systems Theory and Its Applications


A new multi-layered GMDH-type neural network self-selecting optimum neural network architecture


A New Algorithm of Multi-Layered Neural Network Using Heuristic Self-Organization

Proceedings of 17th International Symposium on Mathematical Theory of Networks and Systems


Medical Image Recognition by Revised GMDH-type Neural Network Algorithm with a Feedback Loop Identifying Sigmoid Function Neural Network

Proceedings of the 37th ISCIE International Symposium on Stochastic Systems Theory and Its Applications


Revised GMDH-type Neural Network Algorithm with a Feedback Loop Identifying Sigmoid Function Neural Network

Proceedings of the 37th ISCIE International Aymposium on Stochastic Systems Theory and Its Applications


Abstracts of the 37th ISCIE international symposium on stochastic systems theory and its applications


An application of self-selecting algorithm for optimum neural network architecture to medical image recognition

Proceeding of the 44th SICE annual conference


An algorithm for self-selecting optimum neural network architecture


Medical image recognition by using the revised GMDH-type neural networks self-selectiong the optimum neural network architecture

Proceedings of the first international conference on complex medical engineering CME2005


Identification of the Multi-layered Neural Networks by Revised GMDH-type Neural Network Algorithm with PSS Criterion

Knowledge-based intelligent information engineering systems and allied technologies


Revised GMDH-type Neural Networks using Prediction Error Criterions AIC and PSS

Proceeding of the Joint 2nd International Conference on Soft Computing and Intelligent Systems and 5th International Symposium on Advanced Intelligent System


Revised GMDH-type Neural Networks using PSS Criterion

Proceeding of the 47th IEEE International Midwest Symposium on Circuits and System


Recognition of X-ray CT images by using revised GMDH-type neural networks


Structural Identification of the Multi-layered Neural Networks by using Revised GMDH-type Neural Network Algorithm with a Feedback Loop

Proceeding of the SICE Annual Conference 2003, International Session Papers


Modeling of X-ray CT Image by using Revised GMDH-type Neural Networks with Sigmoid Functions

Proc. of IEEE International Symposium on Computational Intelligence in Robotics and Automation


Revised GMDH-type neural networks with a feedback loop and their application to the medical image recognition

Proceeding of the 9th International Conference on Neural Information Processing


Identification of radial basis function networks by using revised GMDH-type neural networks with a feedback loop

Proceeding of the SICE Annual Conference 2002, International Session Papers


GMDH Algorithms for Modeling Systems in Noisy Envitonment

The 6th World Multiconference on Systems, Cybernetics and Informatics


Structural identification of the multi-layered neural networks by using GMDH-type neural network algorithm

Knowledge-based intelligent information engineering systems and allied technologies


Medical image recognition by using logistic GMDH-type neural networks

Proceedings of the 40th SICE annual conference, international session papers


Medical image recognition by using GMDH-type neural networks with sigmoid functions

Proceedings of the international technical conference on circuits and systems, computers and communications


Revised GMDH-type neural networks with radial basis functions and their application to medical image recognition of stomach

Proceeding of the 15th European simulation multiconference, Modeling and simulation 2001,


GMDH-type Neural Networks with a Feedback Loop and their Application to the Identification of the Large-spatial Air Pollution Pattern

Proceeding of the 39th SICE Annual Conference International Session Papers


GMDH-type Neural networks using the Radial Basis Function and their Application to the Medical Image Recognition of the Brain


Foreign currency rate forecasting using neural networks


GMDH-type Neural Networks and their Application to the Medical Image Recognition of the Lungs

Proceedings of 38th SICE Annual Conference International Session Papers


Prediction of Stock Market Characteristics Using Neural Networks


Logistic GMDH-type Neural Networks and their Application to the Identification of the X-ray Film Characteristic Curves

Proceedings of IEEE International Conference on Systems, Man and Cybernetics


GMDH Neural Network Algorithm using the Heuristic Self-Organization Method and Its Application to the Pattern Identification Problem

Proceedings of 37th SICE Annual Conference International Session Papers


GMDH neural network using the heuristic self-organization method and its application to the medical image recognition

Researches of Biological Functions for New Technologies


The Learning Algorithms of the GMDH Neural Network and their Application to the Medical Image Recognition


Nonlinear Modeling for Short-Term Prediction of Air Pollution Concentration by a Revised GMDH

Proc. Int. Conf. on Cybernetics and Society, IEEE Syst., Man, Cybern Society


Large-Spatial pattern Identification of Air Pollution by A Combined Model of Source-Receptor Matrix and Revised GMDH

Proc. IFAC Sympo. on Environmental Systems Planning, Design and Control


ディープ多層構造型GMDH-typeニューラルネットワークを用いた肝臓がんの医用画像診断

医療情報学会・人工知能学会AIM合同研究会資料SIG-AIMED-004-03

医療情報学会・人工知能学会AIM合同研究会資料SIG-AIMED-004-03


ディープ多層構造型GMDH-typeニューラルネットワークを用いた肺がんの医用画像診断

第31回人工知能学会全国大会論文集

第31回人工知能学会全国大会論文集


人工知能技術を用いたX線CT画像を対象にした医用画像診断支援システム

人工知能技術を用いたX線CT画像を対象にした医用画像診断支援システム

電子情報通信学会技術研究報告

Institute of Electronics, Information and Communication Engineers


Multi-layered GMDH-type neural network using Prediction Sum of Square (PSS) and its application to medical image diagnosis of liver cancer

予測誤差評価基準に予測誤差平方和(PSS)を用いる多層構造型GMDH-typeニューラルネットワークとその肝臓癌の医用画像診断への応用

電子情報通信学会技術研究報告

In this study, a multi-layered Group Method of Data Handling (GMDH)-type neural network using Prediction Sum of Squares (PSS) is proposed. This revised GMDH-type neural network algorithm has an ability of self-selecting optimum neural network architecture from three neural network architectures such as sigmoid function neural network, radial basis function (RBF) neural network and polynomial neural network. The revised GMDH-type neural network also have abilities of self-selecting the number of layers, the number of neurons in hidden layers and useful input variables. This algorithm is applied to medical image recognition of the liver cancer and it is shown that this algorithm is useful for medical image recognition of the liver cancer and is very easy to apply practical complex problem because optimum neural network architecture is automatically organized.

本研究では，予測誤差評価基準に予測誤差平方和(PSS)を用いる多層構造型GMDH-typeニューラルネットワークを用いて肝臓癌の医用画像診断を行う．本研究で用いる改良形GMDH-typeニューラルネットワークスは，PSSを用いて発見的自己組織化法によりニューラルネットワーク構造を自動的に自己組織化している．ネットワーク構造の種類は，PSSの予測誤差評価基準を最小にするように，シグモイド関数，ラジアルベース関数．多項式などの中から自己選択される．さらに，階層構造の層の数，各層のニューロン数，有益な入力変数などはPSSを最小にするように自己選択される．改良形GMDH-typeニューラルネットワークスを，肝臓癌の医用画像診断に応用して，その有効性を確認する．


Multi-layered GMDH-type neural network algorithm using Prediction Sum ofSquares(PSS)criterion and its applicationt ononlinear system identification

予測誤差評価基準に予測誤差平方和(PSS)を用いる多層構造型GMDH-typeニューラルネットワークアルゴリズムとその非線形システム同定への応用

電子情報通信学会技術研究報告

In this study, a revised Group Method of Data Handling (GMDH)-type neural network using Prediction Sum of Squares (PSS) criterion is proposed and applied to the identification problem of the nonlinear system Revised GMDH-type neural network algorithm can organize the neural network architectures using the heuristic self-organization method which is a kind of evolutional computation It has an ability of self-selecting optimum neural network architecture from three neural network architectures such as sigmoid function neural network, radial basis function (RBF) neural network and polynomial neural network and also has abilities of self-selecting the number of layers, the number of neurons in hidden layers and useful input variables so as to minimize PSS criterion Furthermore, in this algorithm, the principal component-regression analysis is used to learning calculation of the weights and there is no multi co-linearity in the neural network architectures This algorithm is applied to the nonlinear system identification problem and it is shown that this algorithm is accurate and useful for the nonlinear system identification.

本研究ては，予側誤差評価基準に予測誤差平方和(Predlctlon Sum of Squares PSS)を用いてニューラルネットワーク構造を自己組織する改良形GMDH-typeニューラルネットワークを提案して非線形システムの同定問題に応用する．この改良形GMDH-typeニューラルネットワークスては，PSSを用いて，進化論的計算方法の一種てある発見的自己組織化法によりネットワーク構造を自己組織している．また，ネットワーク構造はシクモイド関数型構造，ラシアルヘース関数型構造，多項式型構造の中から自己選択し，階層構造の層の数，各層のニューロン数，有益な入力変数なとの構造パラメータなどもPSSを最小にするように自己選択している．さらに，ニューロンの学習計算ては，主成分回帰分析を用いて多重共線性の発生を防止して高精度計算を行っている．このニューラルネットワークの構造は，PSSを用いて自動的に自己組織化されており，従来からよく用いられているBP法を用いるシクモイト関数型ニューラルネットワークのように，ニューラルネソトワークの構造パラメータ(重みwの初期値，中間層の数，中間層のニューロン数なと)を変化させて適切なニューラルネットワーク構造を見つけ出すといった繰り返し処理を必要としない．


発見的自己組織化の原理を用いてニューラルネットワーク構造を自己組織化する改良形GMDH-typeニューラルネットワークによる肝臓癌の医用画像診断

電子情報通信学会技術研究報告


予測誤差評価基準にAICを用いる改良形GMDH-typeニューラルネットワークアルゴリズム

電子情報通信学会技術研究報告


多層型人工ニューラルネットワーク構造の自己組織化機能を備えた改良形GMDH-typeニューラルネットワークによる肺癌の医用画像診断

電子情報通信学会技術研究報告


人工知能技術を用いた多層型GMDH-typeニューラルネットワークによる肝臓癌の医用画像診断

電子情報通信学会技術研究報告


ニューロン構造の自己選択機能を備えたフィードバックGMDH-typeニューラルネットワークによる肺癌の医用画像診断

電子情報通信学会技術研究報告


ネットワーク構造の自己選択を行うフィードバックGMDH-typeニューラルネットワークによる肺癌の医用画像診断

第34回日本生体医工学会中四国支部講演抄録

第34回日本生体医工学会中四国支部講演抄録


知識ベースを備えた多層型GMDH-typeニューラルネットワークによる肝臓癌の医用画像診断

第34回日本生体医工学会中四国支部講演抄録

第34回日本生体医工学会中四国支部講演抄録


Medical image diagnosis of lung cancer by revised GMDH-type neural network self-organizing neural network architectuer

フィードバックGMDH-typeニューラルネットワークによる肝臓癌の医用画像診断

電子情報通信学会技術研究報告

電子情報通信学会技術研究報告


ネットワーク構造の自己組織化を行う改良形GMDH-typeニューラルネットワークによる肺癌の医用画像診断

電子情報通信学会技術研究報告

電子情報通信学会技術研究報告


Development of the medical image diagnosis system using the artificial inlelligence

人工知能を用いた医用画像診断支援システムの開発

Proceedings of Shikoku Branch Conference of Society of Instrument and Control Engineers

計測自動制御学会四国支部学術講演会論文集

The Society of Instrument and Control Engineers


人工知能を用いた肝臓癌の医用画像診断

人工知能を用いた肝臓癌の医用画像診断


Medical image diagnosis of liver cancer using revised GMDH-type neural network

改良形GMDH-typeニューラルネットワークを用いた肝臓癌の医用画像診断

電子情報通信学会技術研究報告

電子情報通信学会技術研究報告


改良形GMDH-typeニューラルネットワークによる肝がんの医用画像診断

第37回知能システムシンポジューム

第37回知能システムシンポジューム


改良形RBFネットワークを用いた肺野領域の画像認識

改良形RBFネットワークを用いた肺野領域の画像認識


Revised GMDH-type neural network self-organizing optimum neural network architecture and its application to 3-dimensional medical image recognition of heart region

最適なネットワーク構造の自己選択能力を備えた改良形GMDH-typeニューラルネットワークと心臓領域の3次元医用画像認識への応用

電子情報通信学会技術研究報告

Institute of Electronics, Information and Communication Engineers


Feedback GMDH-type neural network algorithm for medical image analysis and its application to multi-slice CT image analysis of the heart

医用画像解析のためのフィードバックGMDH-typeニューラルネットワークアルゴリズムと心臓のマルチスライスCT画像解析

電子情報通信学会技術研究報告


Three-dimensional medical image recognition of heart region by the feedback GMDH-type neural network self-selecting optimum neural network architecture

最適なネットワーク構造の自己選択機能を備えたフィードバックGMDH-typeニューラルネットワークによる心臓領域の3次元医用画像認識

平成21年電気学会電子情報システム部門大会講演論文集

平成21年電気学会電子情報システム部門大会講演論文集

The Institute of Electrical Engineers of Japan


ネットワーク構造の自己選択能力を備えた改良形GMDH-typeニューラルネットワークによる医用画像認識

平成17年度電気関連学会四国支部連合大会講演論文集

平成17年度電気関連学会四国支部連合大会講演論文集


最適なニューラルネットワーク構造の自己選択アルゴリズム

最適なニューラルネットワーク構造の自己選択アルゴリズム

第15回インテリジェントシステムシンポジューム論文集

第15回インテリジェントシステムシンポジューム論文集


最適なニューラルネットワーク構造の自己選択アルゴリズムによる医用画像認識

最適なニューラルネットワーク構造の自己選択アルゴリズムによる医用画像認識

電子情報通信学会技術研究報告MBE2005-39-55

電子情報通信学会技術研究報告MBE2005-39-55


最適なネットワーク構造を自己選択する改良形GMDH-typeニューラルネットワークによる医用画像認識

第32回知能システムシンポジューム論文集

第32回知能システムシンポジューム論文集


改良形GMDH-typeニューラルネットワークスによる多層RBFネットワークスの同定

第48回システム制御情報学会研究発表講演会講演論文集

第48回システム制御情報学会研究発表講演会講演論文集

The Institute of Systems, Control and Information Engineers


多層RBFネットワークスを同定する改良形GMDH-typeニューラルネットワークスによる医用画像認識

システム制御情報学会研究発表講演会論文集

システム制御情報学会研究発表講演会論文集


シグモイド関数を用いた改良形GMDH-typeニューラルネットワークスによるX線CT画像のモデリング

第46回自動制御連合講演会講演論文集

第46回自動制御連合講演会講演論文集


シグモイド関数を用いた改良形GMDH-typeニューラルネットワークアルゴリズムによる階層型ニューラルネットワークスの構造同定

第46回自動制御連合講演会講演論文集

第46回自動制御連合講演会講演論文集


フィードバックループを持つ改良形GMDH-typeニューラルネットワークスによる医用画像認識

電子情報通信学会技術研究報告


ロジスティックGMDH-type ニューラルネットワークスによる医用画像認識

ロジスティックGMDH-type ニューラルネットワークスによる医用画像認識

第47回システム制御情報学会研究発表講演会講演論文集

第47回システム制御情報学会研究発表講演会講演論文集


フィードバックループを持つ改良形GMDH-typeニューラルネットワークスによるRBFネットワークスの同定

第47回システム制御情報学会研究発表講演会講演論文集

第47回システム制御情報学会研究発表講演会講演論文集


シグモイド関数を用いたGMDH-typeニューラルネットワークスによる医用画像認識

第11 回計測自動制御学会中国支部学術講演会論文集

第11 回計測自動制御学会中国支部学術講演会論文集

The Society of Instrument and Control Engineers


RBFを用いた改良形GMDH-typeニューラルネットワークスによる胃X線画像の認識

第46回システム制御情報学会研究発表講演会講演論文集

第46回システム制御情報学会研究発表講演会講演論文集


GMDH-typeニューラルネットワークアルゴリズムを用いた階層型ニューラルネットワークスの構造同定

第46回システム制御情報学会研究発表講演会講演論文集

第46回システム制御情報学会研究発表講演会講演論文集


突然変異と交叉処理を導入したGMDH-typeニューラルネットワークアルゴリズム

Journal of Shikoku-Section Joint Convention of the Institutes of Electrical and Related Engineers

電気関係学会四国支部連合大会講演論文集


ラジアルベース関数を用いる改良形GMDH-typeニューラルネットワークスによる医用画像認識

電子情報通信学会技術研究報告

Institute of Electronics, Information and Communication Engineers


RBFを用いたGMDH-typeニューラルネットワークスとその医用画像認識への応用

第45回システム制御情報学会研究発表講演会講演論文集

第45回システム制御情報学会研究発表講演会講演論文集


GAに基づいたGMDH-typeニューラルネットワークアルゴリズム

GAに基づいたGMDH-typeニューラルネットワークアルゴリズム

第45回システム制御情報学会研究発表講演会講演論文集

第45回システム制御情報学会研究発表講演会講演論文集


フィードバックループを持つGMDH-typeニューラルネットワークスによる大気汚染濃度パターンの同定

第45回システム制御情報学会研究発表講演会講演論文集

第45回システム制御情報学会研究発表講演会講演論文集


GMDH-typeニューラルネットワークスとその医用画像認識への応用

GMDH-typeニューラルネットワークスとその医用画像認識への応用

第43回自動制御連合講演会前刷

第43回自動制御連合講演会前刷


ロジスティックGMDH-typeニューラルネットワークス

ロジスティックGMDH-typeニューラルネットワークス

第43回自動制御連合講演会前刷

第43回自動制御連合講演会前刷


フィードバックループを持つGMDH-typeニューラルネットワークス

フィードバックループを持つGMDH-typeニューラルネットワークス

第43回自動制御連合講演会前刷

第43回自動制御連合講演会前刷


ラジアルベース関数を用いるGMDH-typeニューラルネットワークスとその医用画像認識への応用

第23回日本ME学会中国四国支部大会論文集

第23回日本ME学会中国四国支部大会論文集

The Japanese Society for Medical and Biological Engineering


GMDHニューラルネットワークの学習アルゴリズムとその肺野領域自動抽出問題への応用

第42回システム制御情報学会研究発表講演会講演論文集

第42回システム制御情報学会研究発表講演会講演論文集

The Institute of Systems, Control and Information Engineers


GMDH法によるX線CT画像を対象にした肝臓の画像認識

GMDH法によるX線CT画像を対象にした肝臓の画像認識

第41回システム制御情報学会研究発表講演会講演論文集

第41回システム制御情報学会研究発表講演会講演論文集


GMDH法を用いたニューラルネットワークの構造同定アルゴリズム

GMDH法を用いたニューラルネットワークの構造同定アルゴリズム

第41回システム制御情報学会研究発表講演会講演論文集

第41回システム制御情報学会研究発表講演会講演論文集


GMDHニューラルネットワークアルゴリズムとその医用画像認識への応用

GMDHニューラルネットワークアルゴリズムとその医用画像認識への応用

計測自動制御学会第36回学術講演会予稿集

計測自動制御学会第36回学術講演会予稿集


発見的自己組織化の原理を用いたGMDHニーラルネットワークの学習アルゴリズム

発見的自己組織化の原理を用いたGMDHニーラルネットワークの学習アルゴリズム

電気関係学会四国支部連合大会講演論文集

The Institute of Electrical Engineers of Japan


ニューロン構造の自己選択能力を備えたGMDHニューラルネットワークアルゴリズム

ニューロン構造の自己選択能力を備えたGMDHニューラルネットワークアルゴリズム

第40回自動制御連合講演会前刷

第40回自動制御連合講演会前刷


特徴量の自己選択能力を備えた医用画像認識用ニューラルネットワーク

特徴量の自己選択能力を備えた医用画像認識用ニューラルネットワーク

第40回システム制御情報学会研究発表講演会講演論文集

第40回システム制御情報学会研究発表講演会講演論文集


特徴量の自己発生能力を備えたGMDHtypeニューラルネットワークによる医用画像認識

計測自動制御学会第35回学術講演会予稿集

計測自動制御学会第35回学術講演会予稿集


GMDH typeニューラルネットワークアルゴリズム

GMDH typeニューラルネットワークアルゴリズム

第39回システム制御情報学会研究発表講演会講演論文集

第39回システム制御情報学会研究発表講演会講演論文集


入力変数の自己選択能力を備えたニューラルネットワーク

入力変数の自己選択能力を備えたニューラルネットワーク

電気関係学会四国支部連合大会講演論文集


複雑な構造をした非線形システムの同定を目的としたニューラルネットワークにおける構造同定アルゴリズム

第38回システム制御情報学会研究発表講演会講演論文集

第38回システム制御情報学会研究発表講演会講演論文集