Machine Learning Flags Airway Cast Risk in Children With Mycoplasma Pneumonia
A single-center retrospective study of 702 hospitalized children with Mycoplasma pneumoniae pneumonia developed eight machine learning models that identified nine ...
Tag: machine learning in healthcare
Machine Learning Maps Three Fatigue Subgroups in Breast Cancer Patients
A cross-sectional study of 1,005 breast cancer patients identified three fatigue subgroups and found perceived stress, depression, and self-compassion were ...
Drift metrics predict how synthetic clinical text fails on real patient notes
Researchers show that lexical and embedding-based drift measures between synthetic and real clinical text moderately predict how much de-identification models ...
Bayesian Framework Merges Clinical Expertise With Machine Learning Diagnosis
A new Bayesian framework called PIML combines machine learning analysis of electrical impedance signals with clinical prior knowledge, improving diagnostic ...
AI pilot reconstructs breast cancer staging logic in low-resource settings
A Nigerian pilot reconstructed AJCC breast cancer staging logic with a lightweight machine-learning tool, achieving perfect retrospective classification without independent ...
Synthetic Japanese claims benchmark puts healthcare fraud detection to a frozen, one-shot test
Researchers built a synthetic, Japan-calibrated medical claims benchmark with traceable fraud counterfactuals and a frozen single-access evaluation, reporting strong anti-fraud ...
Machine learning flags hidden anxiety in children with chronic abdominal pain
A stacking machine learning model integrating pain, school, psychosocial, and family variables identified comorbid anxiety disorder in children and adolescents ...
Simple Blood Ratios and Machine Learning Flag Hospital Diabetic Foot Ulcer Risk
A retrospective Chinese study used admission blood-based inflammatory–nutritional indices and machine learning to predict new diabetic foot ulcers during hospitalization, ...
Retrospective machine learning models predict amputation risk in diabetic arterial disease
A retrospective multicenter study of 1,919 Chinese patients found that a 14-predictor gradient-boosting model achieved an AUC of 0.828 for ...
AI Listens for Diabetes: Six Vowels Reveal Type 2 Diabetes in Voice Recordings
Imagine a screening test for type 2 diabetes that requires nothing more than a microphone, a quiet room, and a ...
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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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