AIMC Topic: Algorithms

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Taylor and Gradient Descent-Based Actor Critic Neural Network for the Classification of Privacy Preserved Medical Data.

Big data Sep 1, 2019
Classification of the privacy preserved medical data is the domain of the researchers as it stirs the importance behind hiding the sensitive data from the third-party authenticator. Ensuring the privacy of the medical records and using the disease pr...
Privacy Humans Cloud Computing Computer Security Neural Networks, Computer Medical Records Algorithms
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Machine-learning techniques for the prediction of protein-protein interactions.

Journal of biosciences Sep 1, 2019
Protein-protein interactions (PPIs) are important for the study of protein functions and pathways involved in different biological processes, as well as for understanding the cause and progression of diseases. Several high-throughput experimental tec...
Humans Machine Learning Proteins Algorithms Bayes Theorem Computational Biology Protein Interaction Maps Support Vector Machine
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Artificial Intelligence and Clinical Decision Support for Radiologists and Referring Providers.

Journal of the American College of Radiology : JACR Sep 1, 2019
Recent advances in artificial intelligence (AI) are providing an opportunity to enhance existing clinical decision support (CDS) tools to improve patient safety and drive value-based imaging. We discuss the advantages and potential applications that ...
Quality Improvement Artificial Intelligence Machine Learning Algorithms Health Personnel Radiologists Decision Support Systems, Clinical Female Research Design Referral and Consultation Radiology Male Humans
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Big Data and Radiology Research.

Journal of the American College of Radiology : JACR Sep 1, 2019
Our understanding of human health may be significantly enhanced in the near future because of the unprecedented volume of digitized health care data and the availability of artificial intelligence to mine these data for correlations that could drive ...
Female Male Big Data Quality Improvement National Institutes of Health (U.S.) United States Machine Learning Radiology Algorithms Forecasting Humans Artificial Intelligence
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A Survey of Deep-Learning Applications in Ultrasound: Artificial Intelligence-Powered Ultrasound for Improving Clinical Workflow.

Journal of the American College of Radiology : JACR Sep 1, 2019
Ultrasound is the most commonly used imaging modality in clinical practice because it is a nonionizing, low-cost, and portable point-of-care imaging tool that provides real-time images. Artificial intelligence (AI)-powered ultrasound is becoming more...
Ultrasonography, Doppler, Color Deep Learning Surveys and Questionnaires Thyroid Neoplasms Workflow Quality Improvement Forecasting Liver Neoplasms United States Humans Female Breast Neoplasms Artificial Intelligence Male Algorithms
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Artificial Intelligence in Imaging: The Radiologist's Role.

Journal of the American College of Radiology : JACR Sep 1, 2019
Rapid technological advancements in artificial intelligence (AI) methods have fueled explosive growth in decision tools being marketed by a rapidly growing number of companies. AI developments are being driven largely by computer scientists, informat...
ROC Curve Image Processing, Computer-Assisted Radiology Practice Patterns, Physicians' Radiologists Role Algorithms Sensitivity and Specificity Deep Learning Humans Artificial Intelligence
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Using Artificial Intelligence to Improve the Quality and Safety of Radiation Therapy.

Journal of the American College of Radiology : JACR Sep 1, 2019
Within artificial intelligence, machine learning (ML) efforts in radiation oncology have augmented the transition from generalized to personalized treatment delivery. Although their impact on quality and safety of radiation therapy has been limited, ...
Forecasting Radiation Oncology Safety Management Quality Control Artificial Intelligence Machine Learning Algorithms Radiotherapy Radiotherapy Planning, Computer-Assisted Quality Improvement Radiotherapy Dosage Humans
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The Application of Machine Learning to Quality Improvement Through the Lens of the Radiology Value Network.

Journal of the American College of Radiology : JACR Sep 1, 2019
Recent advances in machine learning and artificial intelligence offer promising applications to radiology quality improvement initiatives as they relate to the radiology value network. Coordination within the interlocking web of systems, events, and ...
Humans Artificial Intelligence Machine Learning Workflow Algorithms Data Collection Forecasting Quality Improvement Automation Radiology
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Strengths, Weaknesses, Opportunities, and Threats Analysis of Artificial Intelligence and Machine Learning Applications in Radiology.

Journal of the American College of Radiology : JACR Sep 1, 2019
Currently, the use of artificial intelligence (AI) in radiology, particularly machine learning (ML), has become a reality in clinical practice. Since the end of the last century, several ML algorithms have been introduced for a wide range of common i...
Humans Data Collection Artificial Intelligence Health Care Sector Machine Learning Female Printing, Three-Dimensional Male Algorithms Radiology Forecasting Workflow
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The promises and perils of automated facial action coding in studying children's emotions.

Developmental psychology Sep 1, 2019
Computer vision algorithms have made tremendous advances in recent years. We now have algorithms that can detect and recognize objects, faces, and even facial actions in still images and video sequences. This is wonderful news for researchers that ne...
Humans Machine Learning Male Child Emotions Facial Expression Algorithms Research Design Female
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