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An Insight of the First Community Infected COVID-19 Patient in Beijing by Imported Case: Role of Deep Learning-Assisted CT Diagnosis.

Chinese medical sciences journal = Chung-kuo i hsueh k'o hsueh tsa chih Mar 31, 2021
In the era of coronavirus disease 2019 (COVID-19) pandemic, imported COVID-19 cases pose great challenges to many countries. Chest CT examination is considered to be complementary to nucleic acid test for COVID-19 detection and diagnosis. We report t...
Community-Acquired Infections Humans COVID-19 Tomography, X-Ray Computed Adult Male Lung Deep Learning COVID-19 Testing Beijing
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Machine Learning in Aging: An Example of Developing Prediction Models for Serious Fall Injury in Older Adults.

The journals of gerontology. Series A, Biological sciences and medical sciences Mar 31, 2021
BACKGROUND: Advances in computational algorithms and the availability of large datasets with clinically relevant characteristics provide an opportunity to develop machine learning prediction models to aid in diagnosis, prognosis, and treatment of old...
Humans Machine Learning Algorithms Decision Support Techniques Prognosis Accidental Falls Outcome Assessment, Health Care Female Trauma Severity Indices Reproducibility of Results Clinical Decision Rules Aged Accidental Injuries Male Aging
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[Clinical outcomes for young patients with muscular invasive bladder cancer who received robot-assisted radical cystectomy].

Zhonghua yi xue za zhi Mar 30, 2021
To evaluate the clinical features, surgical effects and factors that may affect prognosis of muscular invasive bladder cancer in young people. The clinical data of young (aged 44 and below) patients with muscle invasive bladder cancer who underwent...
Adult Male Postoperative Complications Adolescent Treatment Outcome Humans Retrospective Studies Female Urinary Bladder Neoplasms Robotics Cystectomy Urinary Diversion
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The clinical classification of patients with COVID-19 pneumonia was predicted by Radiomics using chest CT.

Medicine Mar 26, 2021
In 2020, the new type of coronal pneumonitis became a pandemic in the world, and has firstly been reported in Wuhan, China. Chest CT is a vital component in the diagnostic algorithm for patients with suspected or confirmed COVID-19 infection. Therefo...
Machine Learning Lung COVID-19 Humans Aged Tomography, X-Ray Computed Severity of Illness Index Female Image Processing, Computer-Assisted Adult SARS-CoV-2 Age Factors Male Predictive Value of Tests Middle Aged
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[Preliminary application and efficacy analysis of transumbilical single-incision plus one port robotic total mesorectal excision].

Zhonghua wei chang wai ke za zhi = Chinese journal of gastrointestinal surgery Mar 25, 2021
To investigate the feasibility of transumbilical single-incision plus one port (SIPOP) robotic total mesorectal excision. Clinical data of a 70-year-old male patient with BMI 22.1 kg/m(2) who successfully underwent transumbilical single-incision pl...
Rectal Neoplasms Treatment Outcome Humans Robotics Retrospective Studies Laparoscopy Aged Robotic Surgical Procedures Male Rectum
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Eye contact during joint attention with a humanoid robot modulates oscillatory brain activity.

Social cognitive and affective neuroscience Mar 24, 2021
Eye contact established by a human partner has been shown to affect various cognitive processes of the receiver. However, little is known about humans' responses to eye contact established by a humanoid robot. Here, we aimed at examining humans' osci...
Humans Robotics Electroencephalography Attention Cues Social Interaction Brain Female Young Adult Adult Male Alpha Rhythm Frontal Lobe Nonverbal Communication Fixation, Ocular Social Perception Electroencephalography Phase Synchronization
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Verification and comparison of three prediction models of ischemic stroke in young adults based on the back propagation neural networks.

Medicine Mar 19, 2021
This work aims to explore risk factors for ischemic stroke in young adults and analyze the Traditional Vascular Risk Factors Model based on age, hypertension, diabetes, smoking history, and drinking history. Further, the Lipid Metabolism Model was an...
Humans Neural Networks, Computer Acute Kidney Injury Female Risk Factors Area Under Curve Age Factors Young Adult Smoking Adolescent Lipoproteins Adult Alcohol Drinking ROC Curve Predictive Value of Tests Male Clinical Decision Rules Diabetes Mellitus, Type 2 Ischemic Stroke Middle Aged Hypertension Factor Analysis, Statistical Risk Assessment Kidney Function Tests
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Predicting pressure injury using nursing assessment phenotypes and machine learning methods.

Journal of the American Medical Informatics Association : JAMIA Mar 18, 2021
OBJECTIVE: Pressure injuries are common and serious complications for hospitalized patients. The pressure injury rate is an important patient safety metric and an indicator of the quality of nursing care. Timely and accurate prediction of pressure in...
Nursing Research Middle Aged Risk Assessment Humans Hospitalization ROC Curve Machine Learning Aged Logistic Models Databases, Factual Aged, 80 and over Pressure Ulcer Electronic Health Records Male Female Risk Factors
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Predicting outcomes in central venous catheter salvage in pediatric central line-associated bloodstream infection.

Journal of the American Medical Informatics Association : JAMIA Mar 18, 2021
OBJECTIVE: Central line-associated bloodstream infections (CLABSIs) are a common, costly, and hazardous healthcare-associated infection in children. In children in whom continued access is critical, salvage of infected central venous catheters (CVCs)...
Area Under Curve Central Venous Catheters Cross Infection Recurrence Child, Preschool Child ROC Curve Treatment Outcome Humans Machine Learning Anti-Infective Agents Prognosis Female Male Infant Sepsis Adolescent
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A comparison of general and disease-specific machine learning models for the prediction of unplanned hospital readmissions.

Journal of the American Medical Informatics Association : JAMIA Mar 18, 2021
Unplanned hospital readmissions are a burden to patients and increase healthcare costs. A wide variety of machine learning (ML) models have been suggested to predict unplanned hospital readmissions. These ML models were often specifically trained on ...
Electronic Health Records Area Under Curve Female Tertiary Care Centers Hospitalization Humans Lung Diseases Male Neoplasms Machine Learning Patient Readmission Cardiovascular Diseases Cohort Studies Prognosis Datasets as Topic Treatment Outcome Models, Statistical Chronic Disease
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