AIMC Topic: Pneumonia

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Unintended Consequences of Machine Learning in Medicine.

JAMA Aug 8, 2017
Physicians Hospitalization Machine Learning Algorithms Decision Support Systems, Clinical Pneumonia Expert Systems Asthma Clinical Competence Humans
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Community-Acquired Pneumonia Case Validation in an Anonymized Electronic Medical Record-Linked Expert System.

Clinical infectious diseases : an official publication of the Infectious Diseases Society of America May 15, 2017
An electronic anonymized patient portal analysis using radiographic reports and admission and discharge diagnoses had sensitivity, specificity, positive predictive value, and negative predictive value of 84.7%, 78.2%, 75%, and 87%, respectively, for ...
Anti-Bacterial Agents Electronic Health Records Humans Algorithms Young Adult Adult Sensitivity and Specificity Female Hospitalization Expert Systems Radiography, Thoracic Patient Portals Community-Acquired Infections Male Pneumonia Predictive Value of Tests Data Anonymization
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The power of data mining in diagnosis of childhood pneumonia.

Journal of the Royal Society, Interface Jul 1, 2016
Childhood pneumonia is the leading cause of death of children under the age of 5 years globally. Diagnostic information on the presence of infection, severity and aetiology (bacterial versus viral) is crucial for appropriate treatment. However, the d...
Pneumonia C-Reactive Protein Data Mining Respiratory Sounds Child, Preschool Machine Learning Child Biomarkers Humans Infant Infant, Newborn Female Adolescent Male
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[Reproduction of a model of "two-hit" sepsis model with complication of pneumonia in rat].

Zhonghua wei zhong bing ji jiu yi xue Oct 1, 2015
OBJECTIVE: To reproduce a clinically relevant "two-hit" model of sepsis complicated by pneumonia and to explore the correlation between "two-hit" and immune state.
HMGB1 Protein Interleukin-1beta Apoptosis Pneumonia Alanine Transaminase Aspartate Aminotransferases Receptors, Tumor Necrosis Factor, Type I Random Allocation Spleen Transforming Growth Factor beta1 Blood Urea Nitrogen Creatinine Sepsis Rats, Sprague-Dawley Animals Tumor Necrosis Factor-alpha Rats Disease Models, Animal Male Interleukin-6
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Personalized decision support system based on clinical practice guidelines.

Studies in health technology and informatics Jan 1, 2015
Personalized medicine is a broad and rapidly advancing field of health care that is informed by each person's unique clinical, genetic, genomic, and environmental information. Health care that embraces personalized medicine is an integrated, coordina...
Neural Networks, Computer Decision Support Techniques Precision Medicine Fuzzy Logic Humans Practice Guidelines as Topic Pneumonia Technology Assessment, Biomedical
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