AIMC Topic: Data Mining

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Ontologies in radiation oncology.

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB) Apr 2, 2020
Ontologies are a formal, computer-compatible method for representing scientific knowledge about a given domain. They provide a standardized vocabulary, taxonomy and set of relations between concepts. When formatted in a standard way, they can be read...
Humans Radiation Oncology Data Mining Information Dissemination Biological Ontologies
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Big data and artificial intelligence discover novel drugs targeting proteins without 3D structure and overcome the undruggable targets.

Stroke and vascular neurology Mar 29, 2020
The discovery of targeted drugs heavily relies on three-dimensional (3D) structures of target proteins. When the 3D structure of a protein target is unknown, it is very difficult to design its corresponding targeted drugs. Although the 3D structures ...
Humans Artificial Intelligence Animals Protein Conformation Structure-Activity Relationship Molecular Structure Pharmaceutical Preparations Big Data Data Mining Computer-Aided Design Ligands Proteins Drug Design Databases, Protein Molecular Targeted Therapy Drug Discovery
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Machine learning and the future of Medicare fraud detection.

Journal of the American Academy of Dermatology Mar 29, 2020
Machine Learning United States Administrative Claims, Healthcare Medicare Fraud Financial Audit Data Mining Datasets as Topic Clinical Coding
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The Role and Promise of Artificial Intelligence in Medical Toxicology.

Journal of medical toxicology : official journal of the American College of Medical Toxicology Mar 25, 2020
Artificial intelligence (AI) refers to machines or software that process information and interact with the world as understanding beings. Examples of AI in medicine include the automated reading of chest X-rays and the detection of heart dysrhythmias...
Data Mining Markov Chains Toxicology Vocabulary, Controlled Psychotropic Drugs Deep Learning Big Data Knowledge Bases Humans Neural Networks, Computer Artificial Intelligence
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Patient discussions of glucocorticoid-related side effects within an online health community forum.

Annals of the rheumatic diseases Mar 25, 2020
Humans Social Media Data Mining Machine Learning Glucocorticoids Arthritis, Rheumatoid
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Deep learning based searching approach for RDF graphs.

PloS one Mar 23, 2020
The Internet is a remarkably complex technical system. Its rapid growth has also brought technical issues such as problems to information retrieval. Search engines retrieve requested information based on the provided keywords. Consequently, it is dif...
Data Mining Software Databases, Factual Deep Learning
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Natural Language Processing for Mimicking Clinical Trial Recruitment in Critical Care: A Semi-Automated Simulation Based on the LeoPARDS Trial.

IEEE journal of biomedical and health informatics Mar 9, 2020
Clinical trials often fail to recruit an adequate number of appropriate patients. Identifying eligible trial participants is resource-intensive when relying on manual review of clinical notes, particularly in critical care settings where the time win...
Electronic Health Records Female Adult Data Mining Male Humans Critical Care Natural Language Processing Computer Simulation Clinical Trials as Topic Patient Selection
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Medical Named Entity Extraction from Chinese Resident Admit Notes Using Character and Word Attention-Enhanced Neural Network.

International journal of environmental research and public health Mar 2, 2020
The resident admit notes (RANs) in electronic medical records (EMRs) is first-hand information to study the patient's condition. Medical entity extraction of RANs is an important task to get disease information for medical decision-making. For Chines...
Neural Networks, Computer Machine Learning Electronic Health Records China Data Mining Humans
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EMR-Based Phenotyping of Ischemic Stroke Using Supervised Machine Learning and Text Mining Techniques.

IEEE journal of biomedical and health informatics Feb 28, 2020
Ischemic stroke is a major cause of death and disability in adulthood worldwide. Because it has highly heterogeneous phenotypes, phenotyping of ischemic stroke is an essential task for medical research and clinical prognostication. However, this task...
Ischemic Stroke Supervised Machine Learning Data Mining Electronic Health Records Female Aged Male Humans Diagnosis, Computer-Assisted Algorithms Natural Language Processing
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Advanced Data Analytics for Clinical Research Part II: Application to Cardiothoracic Surgery.

Innovations (Philadelphia, Pa.) Feb 28, 2020
In the first part of this series, we introduced the tools of Big Data, including Not Only Standard Query Language data warehouse, natural language processing (NLP), optical character recognition (OCR), and Internet of Things (IoT). There are nuances ...
Medical Order Entry Systems Thoracic Surgical Procedures Equipment Failure Analysis Clinical Protocols Monitoring, Physiologic Natural Language Processing Data Mining Digital Technology Internet of Things Health Care Sector Surgeons Big Data Data Science Female Communication Male Humans
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