AIMC Topic: Data Mining

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Deep learning with sentence embeddings pre-trained on biomedical corpora improves the performance of finding similar sentences in electronic medical records.

BMC medical informatics and decision making Apr 30, 2020
BACKGROUND: Capturing sentence semantics plays a vital role in a range of text mining applications. Despite continuous efforts on the development of related datasets and models in the general domain, both datasets and models are limited in biomedical...
Data Mining Language Information Storage and Retrieval Deep Learning Humans PubMed Machine Learning Electronic Health Records
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Machine Learning and Psychological Research: The Unexplored Effect of Measurement.

Perspectives on psychological science : a journal of the Association for Psychological Science Apr 29, 2020
Machine learning (i.e., data mining, artificial intelligence, big data) has been increasingly applied in psychological science. Although some areas of research have benefited tremendously from a new set of statistical tools, most often in the use of ...
Humans Research Artificial Intelligence Psychology Big Data Machine Learning Data Mining Algorithms
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Rape narratives analysis through natural language processing: Survivor self-label, narrative time span, faith, and rape terminology.

Psychological trauma : theory, research, practice and policy Apr 27, 2020
OBJECTIVE: Rape-survivor identity is a sign of recovery and positive therapeutic progress among rape victims. This study is one of the few to focus on factors predicting self-labeling as a survivor among self-acknowledged rape victims by evaluating t...
Survivors Crime Victims Rape Adolescent Child Narration Natural Language Processing Self Concept Data Mining Young Adult Adult Middle Aged Humans Female Aged
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Prototype Selection Method Based on the Rivality and Reliability Indexes for the Improvement of the Classification Models and External Predictions.

Journal of chemical information and modeling Apr 26, 2020
Prototype or instance selection techniques is an important field of research in knowledge discovery, data mining, and machine learning. In QSAR, the use of prototype selection techniques in the preprocessing stage of the construction of the QSAR mode...
Machine Learning Algorithms Reproducibility of Results Data Mining Quantitative Structure-Activity Relationship
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Artificial Intelligence in Vascular Surgery: Moving from Big Data to Smart Data.

Annals of vascular surgery Apr 24, 2020
Humans Artificial Intelligence Medical Record Linkage Computer Security Vascular Surgical Procedures Big Data Data Mining Data Accuracy
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Drug-drug interaction extraction via hybrid neural networks on biomedical literature.

Journal of biomedical informatics Apr 23, 2020
Adverse events caused by drug-drug interaction (DDI) not only pose a serious threat to health, but also increase additional medical care expenditure. However, despite the emergence of many excellent text mining-based DDI classification methods, achie...
Drug Interactions Data Mining Neural Networks, Computer Algorithms Pharmaceutical Preparations
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BioConceptVec: Creating and evaluating literature-based biomedical concept embeddings on a large scale.

PLoS computational biology Apr 23, 2020
A massive number of biological entities, such as genes and mutations, are mentioned in the biomedical literature. The capturing of the semantic relatedness of biological entities is vital to many biological applications, such as protein-protein inter...
Semantics Protein Interaction Mapping Drug Interactions Humans PubMed Computational Biology Algorithms Data Mining Databases, Protein Electronic Health Records Publications Deep Learning
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Predicting COVID-19 Incidence Through Analysis of Google Trends Data in Iran: Data Mining and Deep Learning Pilot Study.

JMIR public health and surveillance Apr 14, 2020
BACKGROUND: The recent global outbreak of coronavirus disease (COVID-19) is affecting many countries worldwide. Iran is one of the top 10 most affected countries. Search engines provide useful data from populations, and these data might be useful to ...
Humans Pandemics COVID-19 Deep Learning Search Engine Female Pilot Projects Coronavirus Infections Betacoronavirus SARS-CoV-2 Incidence Iran Data Mining Risk Factors Male Disease Outbreaks Pneumonia, Viral Coronavirus
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Machine learning application for incident prostate adenocarcinomas automatic registration in a French regional cancer registry.

International journal of medical informatics Apr 9, 2020
UNLABELLED: Cancer registries are collections of curated data about malignant tumor diseases. The amount of data processed by cancer registries increases every year, making manual registration more and more tedious.
Machine Learning Algorithms Male Humans International Classification of Diseases Incidence Registries Adenocarcinoma Data Mining Prostatic Neoplasms France
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Artificial Intelligence for Education of Vascular Surgeons.

European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery Apr 9, 2020
Artificial Intelligence Surgeons Clinical Competence Data Mining Education, Medical Humans Vascular Surgical Procedures
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