AIMC Topic: Image Interpretation, Computer-Assisted

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Optimizing a machine learning based glioma grading system using multi-parametric MRI histogram and texture features.

Oncotarget Jul 18, 2017
Current machine learning techniques provide the opportunity to develop noninvasive and automated glioma grading tools, by utilizing quantitative parameters derived from multi-modal magnetic resonance imaging (MRI) data. However, the efficacies of dif...
Humans Middle Aged Glioma Magnetic Resonance Imaging Neoplasm Grading Image Interpretation, Computer-Assisted Adult Brain Neoplasms Male Machine Learning Female Reproducibility of Results
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Cancer quantification from data mining to artificial intelligence.

Computer methods and programs in biomedicine Jul 1, 2017
Diagnosis, Computer-Assisted Computational Biology Magnetic Resonance Imaging Artificial Intelligence Tomography, X-Ray Computed Neoplasms Data Mining Image Interpretation, Computer-Assisted Humans
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Predictive Analytics through Machine Learning in the clinical settings.

Computer methods and programs in biomedicine Jun 1, 2017
Female Diagnosis, Computer-Assisted Decision Support Systems, Clinical Decision Support Techniques Prognosis Pregnancy Electrophysiological Phenomena Labor Onset Lung Neoplasms Computational Biology Image Interpretation, Computer-Assisted Humans Machine Learning
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A cross-sectional evaluation of meditation experience on electroencephalography data by artificial neural network and support vector machine classifiers.

Medicine Apr 1, 2017
To quantitate the meditation experience is a subjective and complex issue because it is confounded by many factors such as emotional state, method of meditation, and personal physical condition. In this study, we propose a strategy with a cross-secti...
Cross-Sectional Studies Middle Aged Support Vector Machine Meditation Electroencephalography Artificial Intelligence Humans Image Interpretation, Computer-Assisted Aged Adult
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Unity is Strength: Improving biomedical classification performance based on ensemble learning approaches.

Computer methods and programs in biomedicine Apr 1, 2017
Electroencephalography Supervised Machine Learning Image Interpretation, Computer-Assisted Autistic Disorder Decision Support Systems, Clinical Lung Neoplasms Computational Biology Algorithms Tomography, X-Ray Computed Diagnosis, Computer-Assisted Humans
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The Diagnostic Imagination in Radiology: Part 2.

Radiology management Mar 1, 2017
Developing algorithms for the improve- ment of diagnostic care leverages tech- nologies and techniques developed across industries that are exponentially being improved, developed, and tested. Machine learning means extracting patterns not only from ...
Lung Neoplasms Diagnosis, Differential Diagnostic Imaging Humans Machine Learning Image Interpretation, Computer-Assisted Algorithms
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WHERE WILL AI TAKE US? Westworld triggers reflections about radiology's future.

Minnesota medicine Mar 1, 2017
Minnesota Machine Learning Societies, Medical Forecasting Humans Electronic Health Records Research Design Artificial Intelligence Radiology Image Interpretation, Computer-Assisted
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MRI-based prostate cancer detection with high-level representation and hierarchical classification.

Medical physics Mar 1, 2017
PURPOSE: Extracting the high-level feature representation by using deep neural networks for detection of prostate cancer, and then based on high-level feature representation constructing hierarchical classification to refine the detection results.
Neural Networks, Computer Sensitivity and Specificity Male Magnetic Resonance Imaging Prostatic Neoplasms Humans Prostate Image Interpretation, Computer-Assisted Datasets as Topic
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Artificial Intelligence-Magic? / L'intelligence artificielle : de la magie?

Journal of cutaneous medicine and surgery Jan 1, 2017
Artificial Intelligence Robotics Dermatology Image Interpretation, Computer-Assisted Humans
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Breast osteoblastoma and recurrence after resection: Demonstration by color Doppler ultrasound.

Journal of X-ray science and technology Jan 1, 2017
Osteoblastoma is a rare benign primary bone tumor, which occurs in any part of the skeleton. Extraskeletal osteoblastoma is rather rare. We presented an extremely rare case of extraskeletal osteoblastoma located in the breast. The tumor recurred 7 mo...
Female Ultrasonography, Doppler, Color Humans Breast Neoplasms Learning Curve Neural Networks, Computer ROC Curve Osteoblastoma Machine Learning Breast Image Interpretation, Computer-Assisted Recurrence
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