AIMC Journal:
Studies in health technology and informatics

Showing 1201 to 1210 of 1278 articles

A Multi-Relational Model for Depression Relapse in Patients with Bipolar Disorder.

Studies in health technology and informatics Jan 1, 2015
Bipolar Disorder (BD) is a chronic and disabling disease that usually appears around 20 to 30 years old. Patients who suffer with BD may struggle for years to achieve a correct diagnosis, and only 50% of them generally receive adequate treatment. In ...
Diagnosis, Computer-Assisted Depression Bipolar Disorder Computer Simulation Reproducibility of Results Recurrence Sensitivity and Specificity Decision Support Systems, Clinical Logistic Models Humans Machine Learning Algorithms
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Towards Constructing a New Taxonomy for Psychiatry Using Self-reported Symptoms.

Studies in health technology and informatics Jan 1, 2015
The Diagnostic and Statistical Manual (DSM) has served as the gold standard for psychiatric diagnosis for the past several decades in the USA, and DSM diagnoses mirror mental health and substance abuse diagnoses in ICD-9 and ICD-10. However, DSM diag...
Natural Language Processing Self Report Terminology as Topic Vocabulary, Controlled Humans Mental Disorders Psychiatry Symptom Assessment Unsupervised Machine Learning San Francisco
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On the Automated Segmentation of Epicardial and Mediastinal Cardiac Adipose Tissues Using Classification Algorithms.

Studies in health technology and informatics Jan 1, 2015
The quantification of fat depots on the surroundings of the heart is an accurate procedure for evaluating health risk factors correlated with several diseases. However, this type of evaluation is not widely employed in clinical practice due to the re...
Mediastinum Pattern Recognition, Automated Pericardium Subtraction Technique Machine Learning Algorithms Tomography, X-Ray Computed Sensitivity and Specificity Reproducibility of Results Humans Adipose Tissue Radiographic Image Interpretation, Computer-Assisted
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Effects of Plasma Transfusion on Perioperative Bleeding Complications: A Machine Learning Approach.

Studies in health technology and informatics Jan 1, 2015
Perioperative bleeding (PB) is associated with increased patient morbidity and mortality, and results in substantial health care resource utilization. To assess bleeding risk, a routine practice in most centers is to use indicators such as elevated v...
Humans Machine Learning Risk Factors Sensitivity and Specificity Electronic Health Records Reproducibility of Results Blood Loss, Surgical International Normalized Ratio Prevalence Blood Transfusion Pattern Recognition, Automated Decision Support Systems, Clinical Treatment Outcome
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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....
Medical Subject Headings Terminology as Topic Machine Learning Cluster Analysis Natural Language Processing Data Mining MEDLINE Periodicals as Topic Knowledge Bases
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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...
Diagnosis, Computer-Assisted Decision Support Systems, Clinical Supervised Machine Learning Data Mining Surgical Wound Infection Electronic Health Records Reproducibility of Results Sensitivity and Specificity Humans
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A Cloud-Based Infrastructure for Feedback-Driven Training and Image Recognition.

Studies in health technology and informatics Jan 1, 2015
Advanced techniques in machine learning combined with scalable "cloud" computing infrastructure are driving the creation of new and innovative health diagnostic applications. We describe a service and application for performing image training and rec...
Dermoscopy Feedback User-Computer Interface Expert Systems Algorithms Melanoma Skin Neoplasms Image Interpretation, Computer-Assisted Pattern Recognition, Automated Cloud Computing Humans Machine Learning
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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 Skin Neoplasms Decision Support Systems, Clinical Data Mining Databases, Pharmaceutical Antineoplastic Combined Chemotherapy Protocols Clinical Pharmacy Information Systems Natural Language Processing Knowledge Bases
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Automated Learning of Temporal Expressions.

Studies in health technology and informatics Jan 1, 2015
Clinical notes contain important temporal information that are critical for making clinical diagnosis and treatment as well as for retrospective analyses. Manually created regular expressions are commonly used for the extraction of temporal informati...
Terminology as Topic Electronic Health Records Vocabulary, Controlled Machine Learning Reproducibility of Results Chronology as Topic Data Mining Sensitivity and Specificity Time Factors Semantics Natural Language Processing
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An Approach for Automatic Classification of Radiology Reports in Spanish.

Studies in health technology and informatics Jan 1, 2015
Automatic detection of relevant terms in medical reports is useful for educational purposes and for clinical research. Natural language processing (NLP) techniques can be applied in order to identify them. In this work we present an approach to class...
Machine Learning Algorithms Natural Language Processing Radiographic Image Interpretation, Computer-Assisted Radiology Information Systems Spain Vocabulary, Controlled Translating Data Mining Semantics Terminology as Topic
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