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Transitional Care

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Natural Language Processing to Assess Documentation of Features of Critical Illness in Discharge Documents of Acute Respiratory Distress Syndrome Survivors.

Annals of the American Thoracic Society 27333269
RATIONALE: Transitions to outpatient care are crucial after critical illness, but the documentation practices in discharge documents after critical illness are unknown.
Aged Critical Illness Documentation Female Humans Intensive Care Units Length of Stay Male Medical Informatics Middle Aged Multivariate Analysis Natural Language Processing Patient Discharge Regression Analysis Respiration, Artificial Respiratory Distress Syndrome Survivors Transitional Care United States
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Artificial neural network-based prediction of prolonged length of stay and need for post-acute care in acute coronary syndrome patients undergoing percutaneous coronary intervention.

European journal of clinical investigation 33043432
BACKGROUND: Prolonged length of stay (LOS) and post-acute care after percutaneous coronary intervention (PCI) is common and costly. Risk models for predicting prolonged LOS and post-acute care have limited accuracy. Our goal was to develop and valida...
Acute Coronary Syndrome Aged Angina, Unstable Female Hospices Hospitals, Rehabilitation Humans Length of Stay Male Middle Aged Neural Networks, Computer Non-ST Elevated Myocardial Infarction Nursing Homes Patient Discharge Percutaneous Coronary Intervention Risk Assessment Skilled Nursing Facilities ST Elevation Myocardial Infarction Subacute Care Transitional Care
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Influences of Magnetic Resonance Imaging Superresolution Algorithm-Based Transition Care on Prognosis of Children with Severe Viral Encephalitis.

Computational and mathematical methods in medicine 35756412
OBJECTIVE: Its goal was to see how convolutional neural network- (CNN-) based superresolution (SR) technology magnetic resonance imaging- (MRI-) assisted transition care (TC) affected the prognosis of children with severe viral encephalitis (SVE) and...
Algorithms Child Deep Learning Encephalitis, Viral Humans Image Processing, Computer-Assisted Magnetic Resonance Imaging Prognosis Quality of Life Transitional Care
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