AIMC Topic: Fever
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Explainable deep learning model to predict invasive bacterial infection in febrile young infants: A retrospective study.
International journal of medical informatics
Jan 28, 2023
BACKGROUND: Machine learning models have demonstrated superior performance in predicting invasive bacterial infection (IBI) in febrile infants compared to commonly used risk stratification criteria in recent studies. However, the black-box nature of ...
Explainable deep learning algorithm for distinguishing incomplete Kawasaki disease by coronary artery lesions on echocardiographic imaging.
Computer methods and programs in biomedicine
Jun 21, 2022
BACKGROUND AND OBJECTIVE: Incomplete Kawasaki disease (KD) has often been misdiagnosed due to a lack of the clinical manifestations of classic KD. However, it is associated with a markedly higher prevalence of coronary artery lesions. Identifying cor...
Derivation of a natural language processing algorithm to identify febrile infants.
Journal of hospital medicine
Jan 4, 2022
BACKGROUND: Diagnostic codes can retrospectively identify samples of febrile infants, but sensitivity is low, resulting in many febrile infants eluding detection. To ensure study samples are representative, an improved approach is needed.
ConceptWAS: A high-throughput method for early identification of COVID-19 presenting symptoms and characteristics from clinical notes.
Journal of biomedical informatics
Mar 25, 2021
OBJECTIVE: Identifying symptoms and characteristics highly specific to coronavirus disease 2019 (COVID-19) would improve the clinical and public health response to this pandemic challenge. Here, we describe a high-throughput approach - Concept-Wide A...
App-based symptom tracking to optimize SARS-CoV-2 testing strategy using machine learning.
PloS one
Mar 25, 2021
BACKGROUND: Tests are scarce resources, especially in low and middle-income countries, and the optimization of testing programs during a pandemic is critical for the effectiveness of the disease control. Hence, we aim to use the combination of sympto...
Computing SARS-CoV-2 Infection Risk From Symptoms, Imaging, and Test Data: Diagnostic Model Development.
Journal of medical Internet research
Dec 16, 2020
BACKGROUND: Assigning meaningful probabilities of SARS-CoV-2 infection risk presents a diagnostic challenge across the continuum of care.
Significant symptoms and nonsymptom-related factors for malaria diagnosis in endemic regions of Indonesia.
International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases
Nov 26, 2020
OBJECTIVES: This study aims to identify significant symptoms and nonsymptom-related factors for malaria diagnosis in endemic regions of Indonesia.
Identification of Risk Factors and Symptoms of COVID-19: Analysis of Biomedical Literature and Social Media Data.
Journal of medical Internet research
Oct 2, 2020
BACKGROUND: In December 2019, the COVID-19 outbreak started in China and rapidly spread around the world. Lack of a vaccine or optimized intervention raised the importance of characterizing risk factors and symptoms for the early identification and s...
Cough
Publications
Fever
Headache
Coronavirus Infections
Data Collection
Dyspnea
Fatigue
Oxygen Inhalation Therapy
Myalgia
Humans
Betacoronavirus
Risk Factors
Machine Learning
Pneumonia, Viral
Disease Outbreaks
Diarrhea
Antiviral Agents
Pandemics
Social Media
COVID-19
Retrospective Studies
SARS-CoV-2
Complex analyses on clinical information systems using restricted natural language querying to resolve time-event dependencies.
Journal of biomedical informatics
Apr 9, 2018
PURPOSE: This paper reports on a generic framework to provide clinicians with the ability to conduct complex analyses on elaborate research topics using cascaded queries to resolve internal time-event dependencies in the research questions, as an ext...
Brain Injuries, Traumatic
Liver
Natural Language Processing
Internet
Fever
Language
Liver Function Tests
Data Science
Programming Languages
Acetaminophen
Humans
User-Computer Interface
Data Collection
Out-of-Hospital Cardiac Arrest
Time Factors
Software
Medical Informatics
Algorithms
Body Temperature
Medical Records Systems, Computerized
HHV-8-associated haemophagocytic lymphohistiocytosis in a patient with advanced AIDS.
BMJ case reports
Dec 22, 2017
We present a patient with advanced AIDS admitted with recurrent shock of unclear aetiology, fevers, altered mental status and refractory cytopenias. His case posed a diagnostic challenge because evaluation of septic shock in the setting of advanced A...
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