Application of Artificial Neural Networks in medicine

ManualNeural Network (ANN)It is an important branch of AI. After decades of development, artificial neural networks have been widely applied to business problems in the real world. Artificial neural networks can be widely used in Machine Fault Diagnosis, medical diagnosis, speech recognition, and securities management. For more application fields, seeApplication of Neural Network tool neurosolutionsArticle. In this articleMedical diagnosticsSome application fields are introduced.

Artificial Neural Network (ANN) is a hot research field in medicine. At present, artificial neural network research is mainly focused on human modeling, automatic detection, medical expert system and signal detection (through ECG, computer tomography, ultrasonic scanning. With the deepening of research, artificial neural networks will be widely used in biological medicine systems in the next few years.

Signal Processing

In the detection and analysis of biological signals, the recognition of ECG, EEG, EMG, gastrointestinal electrical signals, EEG analysis, and medical image is mainly focused.

Modeling and diagnosis of the cardiovascular system

Neural networks can be used to simulate human cardiovascular systems. The human cardiovascular system model is constructed using neural networks, and the model is compared with the actual physiological measurements to diagnose the health of the human body. IfProgramRegular activities can detect potential hazards in the early stage, and the process of fighting against the disease is much easier. The human vascular system model must mimic the Relationship Between Physiological variables (heart rate, systolic pressure, diastolic pressure and respiratory rate) at different physiological activity levels. If the model is applied to Chinese people, the model is the physical condition model of the person.

Medical Expert System

The medical expert system uses the design principles and methods of the expert system to simulate computer programs edited by medical experts for diagnosis and treatment of diseases. It can help doctors solve complex medical problems, as an auxiliary tool for doctor diagnosis and treatment.

The most popular Neural Network Tools

NeurosolutionsIt is the most popular neural network simulation software. It helps you quickly build your desired neural network, allowing you to easily train and test your network. Neurosolutions provides more than 90 types of visual neural components, allowing users to connect to and synthesize different network architectures to implement Neural Network Simulation and professional applications, in this way, the visual and aesthetic operation interface and powerful professional software are beyond the expectations of other products of the same level.

"Neurosolutions detailed features