AIMC Topic:
Data Mining

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Translating ICD-11 into French using lexical-based approach: a preliminary study.

Studies in health technology and informatics Jan 1, 2015
To translate the 11th edition of the International Classification of Diseases (ICD-11) into French, we proposed a lexical approach using Natural Language Processing techniques. This method relies on the 56 biomedical terminologies and ontologies incl...
Terminology as Topic Semantics International Classification of Diseases Translating Biological Ontologies Pilot Projects Pattern Recognition, Automated France Natural Language Processing Data Mining
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Extraction of Vital Signs from Clinical Notes.

Studies in health technology and informatics Jan 1, 2015
Assessment of vital signs is an essential part of surveillance of critically ill patients to detect condition changes and clinical deterioration. While most modern electronic medical records allow for vitals to be recorded in a structured format, the...
Data Mining Humans Decision Support Systems, Clinical Hospitals, Veterans Semantics United States Machine Learning Vocabulary, Controlled Biological Ontologies Natural Language Processing Physical Examination Software Vital Signs Electronic Health Records
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Extracting Dependence Relations from Unstructured Medical Text.

Studies in health technology and informatics Jan 1, 2015
Dependence relations among disease and risk factors are a key ingredient in risk modeling and decision support models. Currently such information is either provided by experts (costly and time consuming) or extracted from data (if available). The pub...
Terminology as Topic Vocabulary, Controlled Ireland Biological Ontologies Machine Learning Abstracting and Indexing United States MEDLINE Natural Language Processing Data Mining
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Development and evaluation of task-specific NLP framework in China.

Studies in health technology and informatics Jan 1, 2015
Natural language processing (NLP) has been designed to convert narrative text into structured data. Although some general NLP architectures have been developed, a task-specific NLP framework to facilitate the effective use of data is still a challeng...
Electronic Health Records China Natural Language Processing Data Mining Biological Ontologies Terminology as Topic Vocabulary, Controlled Machine Learning
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Follow-up Recommendation Detection on Radiology Reports with Incidental Pulmonary Nodules.

Studies in health technology and informatics Jan 1, 2015
The management of follow-up recommendations is fundamental for the appropriate care of patients with incidental pulmonary findings. The lack of communication of these important findings can result in important actionable information being lost in hea...
Incidental Findings Natural Language Processing Data Mining Referral and Consultation Sensitivity and Specificity Humans Terminology as Topic Diagnosis, Computer-Assisted Machine Learning Pilot Projects Reproducibility of Results Radiology Information Systems Decision Support Systems, Clinical Vocabulary, Controlled Illinois Radiography, Abdominal
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Identification of Incidental Pulmonary Nodules in Free-text Radiology Reports: An Initial Investigation.

Studies in health technology and informatics Jan 1, 2015
Advances in image quality produced by computed tomography (CT) and the growth in the number of image studies currently performed has made the management of incidental pulmonary nodules (IPNs) a challenging task. This research aims to identify IPNs in...
Radiography, Abdominal Incidental Findings Decision Support Systems, Clinical Natural Language Processing Data Mining Terminology as Topic Radiology Information Systems Vocabulary, Controlled Illinois Reproducibility of Results Sensitivity and Specificity Diagnosis, Computer-Assisted Pilot Projects Humans Machine Learning
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Proposal of Local Automatic Weighing Attribute in CBIR.

Studies in health technology and informatics Jan 1, 2015
Lung cancer is the most common malignant lesion and the principal cause of cancer-related death worldwide. This problem encourages researchers to build computer-aided solutions to help diagnose lung cancer. Content-based image retrieval (CBIR) system...
Machine Learning Electronic Health Records Brazil Lung Neoplasms Humans Semantics Pattern Recognition, Automated Terminology as Topic Radiology Information Systems Natural Language Processing Data Mining Image Interpretation, Computer-Assisted Vocabulary, Controlled
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Acquiring Plausible Predications from MEDLINE by Clustering MeSH Annotations.

Studies in health technology and informatics Jan 1, 2015
The massive accumulation of biomedical knowledge is reflected by the growth of the literature database MEDLINE with over 23 million bibliographic records. All records are manually indexed by MeSH descriptors, many of them refined by MeSH subheadings....
MEDLINE Medical Subject Headings Machine Learning Natural Language Processing Terminology as Topic Cluster Analysis Periodicals as Topic Knowledge Bases Data Mining
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Automated Detection of Postoperative Surgical Site Infections Using Supervised Methods with Electronic Health Record Data.

Studies in health technology and informatics Jan 1, 2015
The National Surgical Quality Improvement Project (NSQIP) is widely recognized as "the best in the nation" surgical quality improvement resource in the United States. In particular, it rigorously defines postoperative morbidity outcomes, including su...
Data Mining Surgical Wound Infection Diagnosis, Computer-Assisted Decision Support Systems, Clinical Supervised Machine Learning Humans Electronic Health Records Reproducibility of Results Sensitivity and Specificity
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Conceptual Knowledge Discovery in Databases for Drug Combinations Predictions in Malignant Melanoma.

Studies in health technology and informatics Jan 1, 2015
The worldwide incidence of melanoma is rising faster than any other cancer, and prognosis for patients with metastatic disease is poor. Current targeted therapies are limited in their durability and/or effect size in certain patient populations due t...
Machine Learning Melanoma Knowledge Bases Data Mining Databases, Pharmaceutical Clinical Pharmacy Information Systems Skin Neoplasms Decision Support Systems, Clinical Antineoplastic Combined Chemotherapy Protocols Natural Language Processing
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