[HTML][HTML] The applications of genetic algorithms in medicine
… The use of the genetic algorithm has promising implications in various medical … the genetic
algorithm in disease screening, diagnosis, treatment planning, pharmacovigilance, prognosis, …
algorithm in disease screening, diagnosis, treatment planning, pharmacovigilance, prognosis, …
RankProd combined with genetic algorithm optimized artificial neural network establishes a diagnostic and prognostic prediction model that revealed C1QTNF3 as a …
Q Hou, ZT Bing, C Hu, MY Li, KH Yang, Z Mo, XW Xie… - …, 2018 - thelancet.com
… Furthermore, we noticed a significant advantage of genetic algorithm optimized ANN over
general ANN in the performance of prediction and modeling duration. The prediction accuracy …
general ANN in the performance of prediction and modeling duration. The prediction accuracy …
A k-NN method for lung cancer prognosis with the use of a genetic algorithm for feature selection
… In this paper, a k-Nearest-Neighbors technique, for which a genetic algorithm is applied
for the efficient feature selection to reduce the dataset dimensions and enhance the classifier …
for the efficient feature selection to reduce the dataset dimensions and enhance the classifier …
Cervical cancer prognosis using genetic algorithm and adaptive boosting approach
M Sharma - Health and Technology, 2019 - Springer
… Integrated approach of Genetic Algorithm and Adaptive Boosting is used for performance
evaluation for prediction of disease. Genetic algorithm is used as attribute selector to decrease …
evaluation for prediction of disease. Genetic algorithm is used as attribute selector to decrease …
[HTML][HTML] An intelligent validation system for diagnostic and prognosis of ultrasound fetal growth analysis using Neuro-Fuzzy based on genetic algorithm
… of biometric measurement and diagnosis during the ultrasound (… algorithms for the automatic
fetal development measurement, a new algorithm known as Neuro-Fuzzy based on genetic …
fetal development measurement, a new algorithm known as Neuro-Fuzzy based on genetic …
Identifying optimal prognostic parameters from data: a genetic algorithms approach
… prognostic parameters. This paper presents the results of research in automating prognostic
… used, including the GPM prognostic model and Genetic Algorithms method of optimization. …
… used, including the GPM prognostic model and Genetic Algorithms method of optimization. …
A study on prognosis of brain tumors using fuzzy logic and genetic algorithm based techniques
A Das, M Bhattacharya - 2009 International Joint Conference …, 2009 - ieeexplore.ieee.org
… learning and chance of misclassifications, the proposed diagnosis system efficiently search
the significant boundary features by genetic algorithm and feed them to the adaptive neuro-…
the significant boundary features by genetic algorithm and feed them to the adaptive neuro-…
[HTML][HTML] Feature selection using genetic algorithm for breast cancer diagnosis: experiment on three different datasets
Objective (s): This study addresses feature selection for breast cancer diagnosis. The
present process uses a wrapper approach using GA-based on feature selection and PS-classifier. …
present process uses a wrapper approach using GA-based on feature selection and PS-classifier. …
A review of recent trends in machine diagnosis and prognosis algorithms
A Pandian, A Ali - 2009 World Congress on Nature & …, 2009 - ieeexplore.ieee.org
… Genetic algorithms (GA) are some of the fault diagnostic techniques. The Model based
techniques utilize physical and explicit mathematical models of the monitoring machine. Based …
techniques utilize physical and explicit mathematical models of the monitoring machine. Based …
Five-year prognosis model of esophageal cancer based on genetic algorithm improved deep neural network
J Sun, Q Liu, Y Wang, L Wang, X Song, X Zhao - IRBM, 2023 - Elsevier
… In this study, genetic algorithm optimized deep neural network is exploited to … prognostic
factors are screened by Relief algorithm and Cox proportional risk regression. FTD prognostic …
factors are screened by Relief algorithm and Cox proportional risk regression. FTD prognostic …
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