AI Medical Compendium Topic:
Diagnosis, Computer-Assisted

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AI-based computer-aided diagnosis (AI-CAD): the latest review to read first.

Radiological physics and technology Jan 2, 2020
The third artificial intelligence (AI) boom is coming, and there is an inkling that the speed of its evolution is quickly increasing. In games like chess, shogi, and go, AI has already defeated human champions, and the fact that it is able to achieve...
Humans Artificial Intelligence Machine Learning Image Processing, Computer-Assisted Lung Neoplasms Stroke Image Interpretation, Computer-Assisted Tomography, X-Ray Computed Neoplasms Diagnosis, Computer-Assisted Deep Learning
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Will artificial intelligence change the job of the cardiac imaging specialist?

Archives of cardiovascular diseases Dec 30, 2019
Image Interpretation, Computer-Assisted Cardiac Imaging Techniques Predictive Value of Tests Heart Diseases Diffusion of Innovation Machine Learning Humans Artificial Intelligence Forecasting Reproducibility of Results Diagnosis, Computer-Assisted
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DeepFHR: intelligent prediction of fetal Acidemia using fetal heart rate signals based on convolutional neural network.

BMC medical informatics and decision making Dec 30, 2019
BACKGROUND: Fetal heart rate (FHR) monitoring is a screening tool used by obstetricians to evaluate the fetal state. Because of the complexity and non-linearity, a visual interpretation of FHR signals using common guidelines usually results in signif...
Databases, Factual Pregnancy Female Sensitivity and Specificity Diagnosis, Computer-Assisted Deep Learning Cardiotocography Humans Neural Networks, Computer Fetal Hypoxia Heart Rate, Fetal Fetal Diseases Acidosis
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A Classification Algorithm by Combination of Feature Decomposition and Kernel Discriminant Analysis (KDA) for Automatic MR Brain Image Classification and AD Diagnosis.

Computational and mathematical methods in medicine Dec 30, 2019
Magnetic resonance (MR) imaging is a widely used imaging modality for detection of brain anatomical variations caused by brain diseases such as Alzheimer's disease (AD) and mild cognitive impairment (MCI). AD considered as an irreversible neurodegene...
Alzheimer Disease Positron-Emission Tomography Image Interpretation, Computer-Assisted Linear Models Reproducibility of Results Image Processing, Computer-Assisted Aged Magnetic Resonance Imaging Databases, Factual Male Pattern Recognition, Automated Humans Middle Aged Discriminant Analysis Biomarkers Disease Progression Neuroimaging Machine Learning Brain Diagnosis, Computer-Assisted Algorithms Cognitive Dysfunction Female
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Machine Learning Methods for Computer-Aided Breast Cancer Diagnosis Using Histopathology: A Narrative Review.

Journal of medical imaging and radiation sciences Dec 26, 2019
Histopathology is a method used for breast cancer diagnosis. Machine learning (ML) methods have achieved success for supervised learning tasks in the medical domain. In this article, we investigate the impact of ML for the diagnosis of breast cancer ...
Breast Neoplasms Humans Diagnosis, Computer-Assisted Machine Learning Female
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Long Short-Term Memory Recurrent Neural Networks for Multiple Diseases Risk Prediction by Leveraging Longitudinal Medical Records.

IEEE journal of biomedical and health informatics Dec 25, 2019
Individuals suffer from chronic diseases without being identified in time, which brings lots of burden of disease to the society. This paper presents a multiple disease risk prediction method to systematically assess future disease risks for patients...
Humans Models, Statistical Neural Networks, Computer Disease Susceptibility Databases, Factual Electronic Health Records Risk Assessment Diagnosis, Computer-Assisted
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Towards Improving Skin Cancer Diagnosis by Integrating Microarray and RNA-Seq Datasets.

IEEE journal of biomedical and health informatics Dec 23, 2019
Many clinical studies have revealed the high biological similarities existing among different skin pathological states. These similarities create difficulties in the efficient diagnosis of skin cancer, and encourage to study and design new intelligen...
Diagnosis, Computer-Assisted RNA-Seq Computational Biology Skin Neoplasms Biomarkers, Tumor Gene Expression Profiling Humans Machine Learning
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Enhanced Diagnosis of Severe Aortic Stenosis Using Artificial Intelligence: A Proof-of-Concept Study of 530,871 Echocardiograms.

JACC. Cardiovascular imaging Dec 18, 2019
Humans Aged Aged, 80 and over Adult Male Artificial Intelligence Databases, Factual Prognosis Female Aortic Valve Predictive Value of Tests Image Interpretation, Computer-Assisted Proof of Concept Study Severity of Illness Index Hemodynamics Ventricular Function, Left Diagnosis, Computer-Assisted Echocardiography Aortic Valve Stenosis Middle Aged
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Fog Computing Employed Computer Aided Cancer Classification System Using Deep Neural Network in Internet of Things Based Healthcare System.

Journal of medical systems Dec 18, 2019
Computer assisted automatic smart pattern analysis of cancer affected pixel structure takes critical role in pre-interventional decision making for oral cancer treatment. Internet of Things (IoT) in healthcare systems is now emerging solution for mod...
Internet of Things Deep Learning Decision Support Systems, Clinical Mouth Neoplasms Humans Neural Networks, Computer Algorithms Diagnosis, Computer-Assisted
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BrainMRNet: Brain tumor detection using magnetic resonance images with a novel convolutional neural network model.

Medical hypotheses Dec 17, 2019
A brain tumor is a mass that grows unevenly in the brain and directly affects human life. This mass occurs spontaneously because of the tissues surrounding the brain or the skull. Surgical methods are generally preferred for the treatment of the brai...
Magnetic Resonance Imaging Early Detection of Cancer Signal Processing, Computer-Assisted Datasets as Topic Neuroimaging Brain Neoplasms Diagnosis, Computer-Assisted Deep Learning Image Processing, Computer-Assisted Algorithms
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