AI Medical Compendium Journal:
Nan fang yi ke da xue xue bao = Journal of Southern Medical University

Showing 21 to 30 of 37 articles

[Deep learning network-based recognition and localization of diatom images against complex background].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Feb 29, 2020
We propose a deep learning network-based method for recognizing and locating diatom targets with interference by complex background in autopsy.The system consisted of two modules: the preliminary positioning module and the accurate positioning module...
Databases, Factual Deep Learning Diatoms Neural Networks, Computer
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[Heartbeat-based end-to-end classification of arrhythmias].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Sep 30, 2019
OBJECTIVE: We propose a heartbeat-based end-to-end classification of arrhythmias to improve the classification performance for supraventricular ectopic beat (SVEB) and ventricular ectopic beat (VEB).
Electrocardiography Arrhythmias, Cardiac Heart Rate Humans Neural Networks, Computer Algorithms Ventricular Premature Complexes
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[Palm vein recognition based on end-to-end convolutional neural network].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Feb 28, 2019
We propose a novel palm-vein recognition model based on the end-to-end convolutional neural network. In this model, the convolutional layer and the pooling layer were alternately connected to extract the image features, and the categorical attribute ...
Algorithms Databases, Factual Veins Hand Humans Neural Networks, Computer
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[Establishment of a deep feature-based classification model for distinguishing benign and malignant breast tumors on full-filed digital mammography].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Jan 30, 2019
OBJECTIVE: To develop a deep features-based model to classify benign and malignant breast lesions on full- filed digital mammography.
Deep Learning Mammography Breast Neoplasms Diagnosis, Computer-Assisted Humans Female
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[A DenseNet-based diagnosis algorithm for automated diagnosis using clinical ECG data].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Jan 30, 2019
OBJECTIVE: To train convolutional networks using multi-lead ECG data and classify new data accurately to provide reliable information for clinical diagnosis.
Algorithms Sensitivity and Specificity Electrocardiography Humans Neural Networks, Computer Arrhythmias, Cardiac Databases as Topic
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[Prediction of three-dimensional dose distribution in intensity-modulated radiation therapy based on neural network learning].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Jun 20, 2018
OBJECTIVE: To establish the association between the geometric anatomical characteristics of the patients and the corresponding three-dimensional (3D) dose distribution of radiotherapy plan via feed-forward back-propagation neural network for clinical...
Humans Radiotherapy Dosage Radiotherapy, Intensity-Modulated Prostatic Neoplasms Radiosurgery Radiotherapy Planning, Computer-Assisted Neural Networks, Computer Male
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[A machine learning model based on initial gut microbiome data for predicting changes of Bifidobacterium after prebiotics consumption].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Mar 20, 2018
OBJECTIVE: To investigate the effects of prebiotics supplementation for 9 days on gut microbiota structure and function and establish a machine learning model based on the initial gut microbiota data for predicting the variation of Bifidobacterium af...
RNA, Ribosomal, 16S Double-Blind Method Bifidobacterium Prebiotics Feces Gastrointestinal Microbiome Humans Machine Learning
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[Establishment of New Zealand rabbit models of aplastic anemia].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Dec 20, 2017
OBJECTIVE: To screen for the optimal dose of benzene and cyclophosphamide using an orthogonal design for establishment of New Zealand rabbit models of aplastic anemia.
Anemia, Aplastic Rabbits Blood Cell Count Disease Models, Animal Cyclophosphamide Bone Marrow Examination Animals Bone Marrow Benzene
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[Support vector machine?assisted diagnosis of human malignant gastric tissues based on dielectric properties].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Dec 20, 2017
OBJECTIVE: To achieve differential diagnosis of normal and malignant gastric tissues based on discrepancies in their dielectric properties using support vector machine.
Humans Stomach Neoplasms Support Vector Machine Electric Impedance ROC Curve
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[Interleukin?22 promotes proliferation of fibroblast?like synoviocytes from patients with rheumatoid arthritis by inducing STAT3 phosphorylation].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Dec 20, 2017
OBJECTIVE: To clarify the mechanism by which interleukin?22 (IL?22) promotes the proliferation of fibroblast?like synoviocytes (FLS) from patients with rheumatoid arthritis (RA).
Tyrphostins Interleukin-22 MAP Kinase Signaling System Synoviocytes Arthritis, Rheumatoid Cell Proliferation Interleukins Humans Phosphorylation Cells, Cultured Synovial Membrane STAT3 Transcription Factor Fibroblasts
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