Three Routine Checkup Measures Screen for Severe Sleep Apnea Without Questionnaires
A retrospective study developed a three-factor screening model using sex, waist circumference, and the triglyceride-glucose index to prioritize patients with ...
Tag: decision curve analysis
Swiss Registry Study Protocol Evaluates Machine Learning for Joint Replacement Outcomes
Swiss researchers have published a study protocol comparing machine learning algorithms against logistic regression to predict patient recovery and revision ...
Distinct Metabolic Phenotypes Strongly Correlate With Prevalent Osteoporosis in Type 2 Diabetes
A retrospective study of 550 older adults with type 2 diabetes revealed that distinct endocrine-bone metabolic phenotypes correlate strongly with ...
Deep Learning Model Differentiates Uterine Adenomyoma and Leiomyoma on Transvaginal Ultrasound
An attention-enhanced ResNet-50 deep learning model achieved an accuracy of 0.833 and an area under the curve of 0.855 when ...
Combined NLR and LAR Enhance GWTG-HF Mortality Prediction in Severe Heart Failure
A dual-center retrospective cohort study found that adding both the neutrophil-to-lymphocyte ratio and lactate dehydrogenase-to-albumin ratio to the GWTG-HF score ...
Postprocedural Neutrophil-to-Lymphocyte Ratio Predicts One-Year Mortality Following Valve Implantation
A retrospective study of 413 patients found that early postprocedural neutrophil-to-lymphocyte ratio showed the highest discriminatory performance for one-year all-cause ...
Machine Learning Modestly Predicts Airflow Obstruction in Older Indian Adults
A nationwide analysis of older Indian adults found that while nearly ninety percent of spirometry-defined airflow obstruction cases are unrecognised ...
Logistic Regression Matches Machine Learning in Thyroid Nodule Cancer Risk Stratification
A temporal validation study shows logistic regression performs as well as machine learning in predicting thyroid nodule malignancy.
Small Shunt Angles Predict Successful Exclusive Transvenous Patent Ductus Arteriosus Closure
Preoperative echocardiographic evaluation of shunt angle and inlet visibility reliably predicts the success of exclusive transvenous patent ductus arteriosus closure.
Deep Learning Map of Tumor Habitats Predicts Laryngeal Cancer Metastasis
A deep learning framework that decodes spatial intratumor heterogeneity from preoperative computed tomography scans predicts cervical lymph node metastasis and ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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