Southern medical journal
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Southern medical journal · Aug 2022
Prevalence of Fatty Liver among Children under Multiple Machine Learning Models.
To analyze the possible factors causing fatty liver in children based on ultrasound data of children in south Texas, and to establish machine learning models of fatty liver in children to provide ideas for the prevention and treatment of fatty liver in children. ⋯ Based on the analysis of the results of the two prediction models established by logistic regression and CatBoost, we determined that the mean probability of fatty liver in severely obese children was between 74.47% and 92.22%, 73.45% and 85.41% in obese children, and slightly higher in boys than in girls, with a mean difference of 3.00% to 3.95%.
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Southern medical journal · Aug 2022
Implementation of a Night-Float Curriculum: Impact on Intern Confidence over Time.
Formal nighttime education is becoming increasingly necessary as more internal medicine (IM) residency programs adopt night-float rotations (NFRs); however, the efficacy of an NFR curriculum throughout an academic year and which topics in an NFR curriculum increase trainee confidence are unknown. We implemented a 12-module, self-paced NFR curriculum for 76 postgraduate year-1 residents at an academic IM residency program. We evaluated the impact of this curriculum on postgraduate year-1 residents' clinical confidence, as well as longitudinal efficacy of the curriculum. ⋯ It may be especially important to emphasize an NFR curriculum at the beginning of the academic year. IM residency programs also may wish to carefully consider that certain topics may maintain their efficacy throughout the year, whereas other topics should potentially be replaced with more complex modules as the academic year progresses.
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Gynecomastia is a more common finding in primary care clinics than is recognized. Because this finding can be easily overlooked, appropriate investigation and management often are missed. The workup of gynecomastia is highly individualized, based on the patient's presentation and related factors. ⋯ Patients who have had gynecomastia for more than 1 year tend to have fibrosis, which may be more difficult to treat. Management of gynecomastia is highly patient centered, following a detailed discussion about treatment goals and should be started early. Gynecomastia is not considered a premalignant condition; routine screening is not cost-effective, and imaging studies should be pursued only if physical examination findings suggest malignancy.