AIMC Topic: Pectoralis Muscles

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Automated pectoral muscle identification on MLO-view mammograms: Comparison of deep neural network to conventional computer vision.

Medical physics Mar 12, 2019
OBJECTIVES: The aim of this study was to develop a fully automated deep learning approach for identification of the pectoral muscle on mediolateral oblique (MLO) view mammograms and evaluate its performance in comparison to our previously developed t...
Humans Neural Networks, Computer Algorithms Female Breast Neoplasms Diagnosis, Computer-Assisted Deep Learning Image Processing, Computer-Assisted Mammography Radiologists Observer Variation Pectoralis Muscles
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Development of intelligent systems based on Bayesian regularization network and neuro-fuzzy models for mass detection in mammograms: A comparative analysis.

Computer methods and programs in biomedicine Nov 6, 2015
Female breast cancer is the second most common cancer in the world. Several efforts in artificial intelligence have been made to help improving the diagnostic accuracy at earlier stages. However, the identification of breast abnormalities, like masse...
Humans Artificial Intelligence Algorithms Databases, Factual Female Reproducibility of Results Breast Neoplasms Diagnosis, Computer-Assisted Fuzzy Logic Models, Statistical Mammography Bayes Theorem Radiographic Image Interpretation, Computer-Assisted Breast Pattern Recognition, Automated Nerve Net Normal Distribution Pectoralis Muscles
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Research on Pectoral Muscle Segmentation Algorithm of CT Image Based on Deep Learning.

Studies in health technology and informatics Nov 23, 2023
Chronic obstructive pulmonary disease (COPD) is a common respiratory disease, which seriously endangers human health and is also one of the important causes of death. The death rate of COPD in China is the highest in the world, and the problem of und...
Humans Algorithms Tomography, X-Ray Computed Pulmonary Disease, Chronic Obstructive Deep Learning Image Processing, Computer-Assisted Pectoralis Muscles
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