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Evaluating pre-processing and deep learning methods in medical imaging: Combined effectiveness across multiple modalities
Published 2025-04-01“…Our findings show that the Median-Mean Hybrid Filter and Unsharp Masking + Bilateral Filter are the most effective preprocessing methods, achieving an efficiency rate of 87.5%. Among the deep learning models, EfficiencyNet-B4 and MobileNetV2 are the highest performing models with an efficiency ratio of 75%, with MobileNetV2 providing up to 34% shorter runtime compared to other models. …”
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Modulation of western North Pacific tropical cyclone decadal variability by the Victoria mode
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Smart Pharmaceutical Monitoring System With Personalized Medication Schedules and Self-Management Programs for Patients With Diabetes: Development and Evaluation Study
Published 2025-02-01“…The system’s ability to provide medication guidance and health management was assessed by senior health care professionals using a 5-point Likert scale across 3 groups: outputs generated by the system (DUMS group), outputs refined by pharmacists (intervention group), and outputs generated by ChatGPT-4 (GPT-4 group). …”
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Trace element and mercury speciation analysis in yerba mate (Ilex paraguariensis)
Published 2025-06-01“…Materials and methods: For ICP OES and ICP-MS analyses, 500 mg infusions of samples were prepared and diluted with 10 % v/v HNO3. Ultrasonic-assisted extractions of mercurial species were made followed by distillation and dilution with water for CV-AAS. …”
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Assessment of phytochemical screening, antibacterial, analgesic, and antipyretic potentials of Litsea glutinosa (L.) leaves extracts in a mice model.
Published 2025-01-01“…Analgesic activity at 500 mg/kg, LG extract produced a 70% suppression of writhing in mice, which was statistically significant (p < 0.001) compared to standard morphine's (77.5%) inhibition. In antipyretic activity assay, the crude extract showed notable reduction in body temperature (36.17 ± 0.32 °C) at dose of 300 mg/kg-body weight, when the standard (at dose 100 mg/kg-body weight) exerted (36.32 ± 0.67 °C) after 3 h of administration. …”
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Cluster analysis of cutting technique—a valuable approach for assessing anterior cruciate ligament injury risk?
Published 2025-02-01“…To identify different cutting techniques, we employed a K-means clustering algorithm on data subsets involving different numbers of kinematic variables (36, 13 and 5 variables) and different sports (handball, football, and both combined). …”
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Impact of pharmacist-prescriber partnerships to track antibiotic prescribing in publicly funded primary care in the Cape Town metropole, South Africa: An implementation study
Published 2024-11-01“…We conducted a prospective observational study across five clinics where there was a dispensing pharmacist team. …”
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UK medical students’ mental health and their intention to drop out: a longitudinal study
Published 2025-02-01“…Hazardous drinking and bipolar symptoms did not predict students’ intention to drop out (p>0.05).Conclusions A substantial number of UK medical students experienced mental ill-health symptoms, about one in five medical students considers leaving medical school, and mental ill-health symptoms contributed to students’ intentions to leave their medical education. …”
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A CNN-RF Hybrid Approach for Rice Paddy Fields Mapping in Indramayu Using Sentinel-1 and Sentinel-2 Data
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