AIMC Topic:
Data Mining

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Evaluation and Experimental Design in Data Mining and Machine Learning.

Big data Oct 1, 2020
Evaluation Studies as Topic Data Mining Manuscripts as Topic Machine Learning Editorial Policies
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Physics-Guided Deep Learning for Drag Force Prediction in Dense Fluid-Particulate Systems.

Big data Oct 1, 2020
Physics-based simulations are often used to model and understand complex physical systems in domains such as fluid dynamics. Such simulations, although used frequently, often suffer from inaccurate or incomplete representations either due to their hi...
Hydrodynamics Neural Networks, Computer Deep Learning Computer Simulation Data Mining
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Artificial intelligence and automation of systematic reviews in women's health.

Current opinion in obstetrics & gynecology Oct 1, 2020
PURPOSE OF REVIEW: Evidence-based women's healthcare is underpinned by systematic reviews and guidelines. Generating an evidence synthesis to support guidance for clinical practice is a time-consuming and labour-intensive activity that delays transfe...
Humans Artificial Intelligence Female Data Mining Evidence-Based Medicine Systematic Reviews as Topic Women's Health
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Evaluation and Experimental Design in Data Mining and Machine Learning.

Big data Aug 1, 2020
Publishing Machine Learning Periodicals as Topic Research Design Data Mining
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Dataset-aware multi-task learning approaches for biomedical named entity recognition.

Bioinformatics (Oxford, England) Aug 1, 2020
MOTIVATION: Named entity recognition is a critical and fundamental task for biomedical text mining. Recently, researchers have focused on exploiting deep neural networks for biomedical named entity recognition (Bio-NER). The performance of deep neura...
Software Neural Networks, Computer Data Mining Machine Learning
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Artificial Intelligence Uncovered Clinical Factors for Cardiovascular Events in Myocardial Infarction Patients with Glucose Intolerance.

Cardiovascular drugs and therapy Aug 1, 2020
PURPOSE: Glucose intolerance (GI), defined as either prediabetes or diabetes, promotes cardiovascular events in patients with myocardial infarction (MI). Using the pooled clinical data from patients with MI and GI in the completed ABC and PPAR trials...
Glucose Intolerance Data Mining Natriuretic Peptide, Brain Humans Artificial Intelligence Angina, Stable Recurrence Biomarkers Proton Pump Inhibitors Myocardial Infarction Prognosis Databases, Factual Heart Failure Percutaneous Coronary Intervention Risk Factors Aged Hospitalization Coronary Artery Disease Retrospective Studies Blood Glucose Male Middle Aged Female Randomized Controlled Trials as Topic
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Chemical-protein interaction extraction via Gaussian probability distribution and external biomedical knowledge.

Bioinformatics (Oxford, England) Aug 1, 2020
MOTIVATION: The biomedical literature contains a wealth of chemical-protein interactions (CPIs). Automatically extracting CPIs described in biomedical literature is essential for drug discovery, precision medicine, as well as basic biomedical researc...
Research Design Publications Neural Networks, Computer Data Mining Probability
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Natural Language Processing in Dutch Free Text Radiology Reports: Challenges in a Small Language Area Staging Pulmonary Oncology.

Journal of digital imaging Aug 1, 2020
Reports are the standard way of communication between the radiologist and the referring clinician. Efforts are made to improve this communication by, for instance, introducing standardization and structured reporting. Natural Language Processing (NLP...
Machine Learning Pilot Projects Natural Language Processing Radiology Data Mining
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Data Mining and Fusion of Unobtrusive Sensing Solutions for Indoor Activity Recognition.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
This paper proposes the fusion of data from unobtrusive sensing solutions for the recognition and classification of activities in home environments. The ability to recognize and classify activities can help in the objective monitoring of health and w...
Privacy Data Mining Humans Adult Neural Networks, Computer Aging
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Use AI to mine literature for policymaking.

Nature Jul 1, 2020
Data Mining Policy Making Machine Learning Artificial Intelligence Administrative Personnel Big Data Natural Language Processing
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