AIMC Journal:
Mathematical biosciences and engineering : MBE

Showing 181 to 190 of 288 articles

Effective method for detecting error causes from incoherent biological ontologies.

Mathematical biosciences and engineering : MBE May 19, 2022
Computing the minimal axiom sets (MinAs) for an unsatisfiable class is an important task in incoherent ontology debugging. Ddebugging ontologies based on patterns (DOBP) is a pattern-based debugging method that uses a set of heuristic strategies base...
Algorithms Heuristics Biological Ontologies
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ACRnet: Adaptive Cross-transfer Residual neural network for chest X-ray images discrimination of the cardiothoracic diseases.

Mathematical biosciences and engineering : MBE May 7, 2022
Cardiothoracic diseases are a serious threat to human health and chest X-ray image is a great reference in diagnosis and treatment. At present, it has been a research hot-spot how to recognize chest X-ray image automatically and exactly by the comput...
Humans Neural Networks, Computer Cardiomegaly X-Rays Emphysema
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Estimation of left ventricular parameters based on deep learning method.

Mathematical biosciences and engineering : MBE Apr 27, 2022
Estimating material properties of personalized human left ventricular (LV) modelling is a central problem in biomechanical studies. In this work we use deep learning (DL) method to evaluating the passive myocardial mechanical properties inversely. In...
Humans Computer Simulation Deep Learning Myocardium Heart Ventricles Diastole
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Sliding-mode controller synthesis of robotic manipulator based on a new modified reaching law.

Mathematical biosciences and engineering : MBE Apr 22, 2022
In this study, an adaptive modified reaching law-based switch controller design was developed for robotic manipulator systems using the disturbance observer (DO) approach. Firstly, a standard DO is employed to estimate the unknown disturbances of the...
Computer Simulation Robotics Robotic Surgical Procedures Nonlinear Dynamics
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PercolationDF: A percolation-based medical diagnosis framework.

Mathematical biosciences and engineering : MBE Apr 6, 2022
With the continuing shortage and unequal distribution of medical resources, our objective is to develop a general diagnosis framework that utilizes a smaller amount of electronic medical records (EMRs) to alleviate the problem that the data volume r...
Neural Networks, Computer Electronic Health Records Bayes Theorem
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RNN-based deep learning for physical activity recognition using smartwatch sensors: A case study of simple and complex activity recognition.

Mathematical biosciences and engineering : MBE Apr 1, 2022
Currently, identification of complex human activities is experiencing exponential growth through the use of deep learning algorithms. Conventional strategies for recognizing human activity generally rely on handcrafted characteristics from heuristic ...
Humans Neural Networks, Computer Algorithms Exercise Deep Learning Human Activities
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TF-Unet:An automatic cardiac MRI image segmentation method.

Mathematical biosciences and engineering : MBE Mar 22, 2022
Personalized heart models are widely used to study the mechanisms of cardiac arrhythmias and have been used to guide clinical ablation of different types of arrhythmias in recent years. MRI images are now mostly used for model building. In cardiac mo...
Neural Networks, Computer Research Design Image Processing, Computer-Assisted Magnetic Resonance Imaging Heart
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CapsNet-COVID19: Lung CT image classification method based on CapsNet model.

Mathematical biosciences and engineering : MBE Mar 16, 2022
The outbreak of the Corona Virus Disease 2019 (COVID-19) has posed a serious threat to human health and life around the world. As the number of COVID-19 cases continues to increase, many countries are facing problems such as errors in nucleic acid te...
Humans Neural Networks, Computer COVID-19 Tomography, X-Ray Computed Lung Deep Learning
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Group decision-making analysis with complex spherical fuzzy N-soft sets.

Mathematical biosciences and engineering : MBE Mar 16, 2022
This paper develops the ELiminating Et Choice Translating REality (ELECTRE) method under the generalized environment of complex spherical fuzzy $ N $-soft sets ($ CSFN\mathcal{S}_{f}Ss $) that have distinctive and empirical edge of non-binary paramet...
Algorithms Fuzzy Logic Decision Making Uncertainty
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GSEnet: feature extraction of gene expression data and its application to Leukemia classification.

Mathematical biosciences and engineering : MBE Mar 14, 2022
Gene expression data is highly dimensional. As disease-related genes account for only a tiny fraction, a deep learning model, namely GSEnet, is proposed to extract instructive features from gene expression data. This model consists of three modules, ...
Humans Neural Networks, Computer Gene Expression Leukemia
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