AIMC Journal:
Computational and mathematical methods in medicine

Showing 161 to 170 of 406 articles

Electrocardiogram Signal Classification in the Diagnosis of Heart Disease Based on RBF Neural Network.

Computational and mathematical methods in medicine Jan 30, 2022
Heart disease is a common disease affecting human health. Electrocardiogram (ECG) classification is the most effective and direct method to detect heart disease, which is helpful to the diagnosis of most heart disease symptoms. At present, most ECG d...
Heart Diseases Wavelet Analysis Humans Neural Networks, Computer Algorithms Diagnosis, Computer-Assisted Computational Biology Electrocardiography Signal Processing, Computer-Assisted Supervised Machine Learning
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Propofol Anesthesia Depth Monitoring Based on Self-Attention and Residual Structure Convolutional Neural Network.

Computational and mathematical methods in medicine Jan 29, 2022
METHODS: We compare nine index values, select CNN+EEG, which has good correlation with BIS index, as an anesthesia state observation index to identify the parameters of the model, and establish a model based on self-attention and dual resistructure c...
Intraoperative Neurophysiological Monitoring Humans Anesthetics, Intravenous Adult Algorithms Computational Biology Neural Networks, Computer Attention Aged Propofol Male Aged, 80 and over Electroencephalography Middle Aged Young Adult Deep Learning
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Review on Epileptic Seizure Prediction: Machine Learning and Deep Learning Approaches.

Computational and mathematical methods in medicine Jan 20, 2022
Epileptic seizures occur due to brain abnormalities that can indirectly affect patient's health. It occurs abruptly without any symptoms and thus increases the mortality rate of humans. Almost 1% of world's population suffers from epileptic seizures....
Signal Processing, Computer-Assisted Signal-To-Noise Ratio Bayes Theorem Electroencephalography Epilepsy Seizures Machine Learning Deep Learning Algorithms Computational Biology Humans Databases, Factual Logistic Models Neural Networks, Computer Diagnosis, Computer-Assisted Support Vector Machine
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Ultrasound Image-Guided Nerve Block Combined with General Anesthesia under an Artificial Intelligence Algorithm on Patients Undergoing Radical Gastrectomy for Gastric Cancer during and after Operation.

Computational and mathematical methods in medicine Jan 19, 2022
This study was aimed at investigating the location of gastric cancer by using a gastroscope image based on an artificial intelligence algorithm for gastric cancer and the effect of ultrasonic-guided nerve block combined with general anesthesia on pat...
Humans Artificial Intelligence Algorithms Female Aged Gastrectomy Adult Stomach Neoplasms Nerve Block Male Computational Biology Middle Aged Anesthesia, General Ultrasonography Surgery, Computer-Assisted
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Deep Learning-Based Chest CT Image Features in Diagnosis of Lung Cancer.

Computational and mathematical methods in medicine Jan 19, 2022
This study was to evaluate the diagnostic value of deep learning-optimized chest CT in the patients with lung cancer. 90 patients who were diagnosed with lung cancer by surgery or puncture in hospital were selected as the research subjects. The Mask ...
Lung Neoplasms Computational Biology Radiographic Image Interpretation, Computer-Assisted Humans Male Neural Networks, Computer Middle Aged Tomography, X-Ray Computed Aged Algorithms Case-Control Studies Female Adult Deep Learning Biomarkers, Tumor
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Research on Music Style Classification Based on Deep Learning.

Computational and mathematical methods in medicine Jan 18, 2022
Music style is one of the important labels for music classification, and the current music style classification methods extract features such as rhythm and timbre of music and use classifiers to achieve classification. The classification accuracy is ...
Music Neural Networks, Computer Algorithms Computer Simulation Deep Learning Humans Computational Biology Signal Processing, Computer-Assisted Acoustics Classification
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Digital Subtraction Angiography Image Features under the Deep Learning Algorithm in Cardiovascular Interventional Treatment and Nursing for Vascular Restenosis.

Computational and mathematical methods in medicine Jan 17, 2022
The objective of this study was to explore the application value of digital subtraction angiography (DSA) images optimized by deep learning algorithms in vascular restenosis patients undergoing cardiovascular intervention and their nursing efficacy. ...
Aged Adult Male Middle Aged Humans Algorithms Female Coronary Restenosis Artifacts Angiography, Digital Subtraction Computed Tomography Angiography Deep Learning Computational Biology C-Reactive Protein Percutaneous Coronary Intervention Coronary Stenosis
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Intelligent Diagnosis Method for New Diseases Based on Fuzzy SVM Incremental Learning.

Computational and mathematical methods in medicine Jan 13, 2022
The diagnosis of new diseases is a challenging problem. In the early stage of the emergence of new diseases, there are few case samples; this may lead to the low accuracy of intelligent diagnosis. Because of the advantages of support vector machine (...
Support Vector Machine Fuzzy Logic Algorithms SARS-CoV-2 Diagnosis, Computer-Assisted Computational Biology Humans Artificial Intelligence COVID-19
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Gender Identification and Classification of Flies Using Machine Learning Techniques.

Computational and mathematical methods in medicine Jan 13, 2022
is an important genetic model organism used extensively in medical and biological studies. About 61% of known human genes have a recognizable match with the genetic code of Drosophila flies, and 50% of fly protein sequences have mammalian analogues....
Sex Determination Analysis Support Vector Machine Bayes Theorem Microscopy Drosophila melanogaster Machine Learning Female Animals Male Image Processing, Computer-Assisted Computational Biology
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Comparative Study of Artificial Intelligence Techniques for the Diagnosis of Chronic Nerve Diseases.

Computational and mathematical methods in medicine Jan 13, 2022
Farming is essential to the long-term viability of any economy. It differs in each country, but it is essential for long-term economic success. Only a few of the agricultural industry's issues include a lack of suitable irrigation systems, weeds, and...
Humans Neural Networks, Computer Artificial Intelligence Decision Making Diagnosis, Computer-Assisted Expert Systems Chronic Disease Computational Biology Nervous System Diseases Agricultural Workers' Diseases Agriculture Fuzzy Logic
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