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

Artificial Life and Robotics

Volumn 14, Issue 2, 2009, Pages 123-128

  Kondo, Chihiro ^a   Kondo, Tadashi ^b   Ueno, Junji ^b  

^a KEIO UNIVERSITY   (Japan)

^b UNIVERSITY OF TOKUSHIMA   (Japan)

Author keywords

GMDH; Medical image recognition; Neural network

Indexed keywords

3-DIMENSIONAL; BASIC THEORY; EVOLUTIONARY COMPUTATIONS; GMDH; GMDH-TYPE NEURAL NETWORKS; HIDDEN LAYERS; INPUT VARIABLES; MEDICAL IMAGE ANALYSIS; MEDICAL IMAGE RECOGNITION; NEURAL NETWORK ALGORITHM; NUMBER OF LAYERS; PREDICTION ERRORS; REVISED GROUP METHOD OF DATA HANDLING; SELF-ORGANIZATION METHOD; SIGMOID FUNCTION; STRUCTURAL PARAMETER; SUM OF SQUARES;

ALGORITHMS; DATA HANDLING; FLUORINE CONTAINING POLYMERS; HEURISTIC METHODS; IMAGE ANALYSIS; IMAGE RECOGNITION; MEDICAL COMPUTING; NETWORK ARCHITECTURE; NEURONS; THREE DIMENSIONAL;

NEURAL NETWORKS;

EID: 72449125305     PISSN: 14335298     EISSN: 16147456     Source Type: Journal    
DOI: 10.1007/s10015-009-0641-x     Document Type: Article

References (5)

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3. Farlow SJ ed (1984) Self-organizing methods in modeling. GMDH-type algorithm. Marcel Dekker, New York
4. A.G. Ivakhnenko 1970 Heuristic self-organization in problems of engineering cybernetics Automatica 6 207 219 10.1016/0005-1098(70)90092-0
5. Draper NR, Smith H (1981) Applied regression analysis. Wiley, New York