Artificial neural networks (ANNs) can be applied in these cases to provide early and more accurate diagnosis allowing for better and more effective treatment. ANNs are proven to perform better in extracting the biomarkers of heterogeneous data sets where the data volume and variety are great. ...
Neural Net Applications in Medicine - Exploration of Dynamical Thermoprofiles The possibility of automatical or semi-automatical judgement and exploration of thermoprofiles from thermoregulation diagnostics developed by Schwamm & Rost /1/ with the aid of computer-simulated so-called neural nets, which ...
Since the early nineties the number of scientific papers dealing with the applications of artificial neural networks (ANNs) in medicinal chemistry and medicine fields has been dramatically increasing. In this review, the applications of artificial neural networks in QSAR, concerning the classification or...
The final values of the weights and bias parameters in (1) for the trained bone data NN are provided in Table A3 in Appendix B. Note, parameter estimation for the optimal network structure, size, training duration, training function, neural transfer function and cost function was conducted at...
The first application is mainly of diagnostic significance, though it also has functional potential, as a possible approach to control FNS in paraplegics. The other application is mainly functional (for controlling FNS), though diagnostic uses are possible 展开 关键词: bioelectric potentials muscle...
8 Neuromelanin, one of the most overlooked molecules in modern medicine, is not a spectator 神经黑色素:现代医学中最被忽视的分子之一,它不是观众 Robert L. Haining, Cindy Achat-Mendes Neural Regen Res. 2017 Mar; 12(3):372-375 Full Text Requests: 10199 ...
As medical problems are biological in nature, it is expected that nature-inspired systems would be appropriate solutions to such problems. Among the most popular of such nature-inspired tools is the artificial neural network (ANN), which has lent itself to applications in a variety of fields ...
Neural Networks in Medicine Neural networks were originally designed as models for the nervous system, but soon recognized as a new Computer architecture (parallel distributed processing) with some advantages over sequential architec-tures. Neural networks are systems of connected units (neurons, proces-...
In 1998, over 400 papers on artificial neural networks (ANNs) were published in the context of medicine, but why is there this interest in ANNs? And how do ANNs compare with traditional statistical methods? We propose some answers to these questions, and go on to consider the 'black box'...
Application of artificial neural networks for decision support in medicine. In: Li- vingstone DS, ed. Artificial Neural Networks: Methods and Applications. New York: Humana Press (Springer-Verlag), New York, 2008, 119-132.Larder B, Wang D, Revell A: Application of artificial neural networks ...