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Genetic Profile and Symptom Pattern Explain Variability of Deep Brain Stimulation Effect in Dystonia
Published 2025-08-01Get full text
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Comprehensive genomic study of Plasmodium falciparum in Sierra leone: genetic variation and resistance patterns
Published 2025-07-01“…Sierra Leone, with year-round transmission of malaria, continues to experience high infection rates, largely due to P. falciparum. Although genomic databases have provided valuable insights into malaria transmission patterns, drug resistance, and population structure, data from Sierra Leone has been limited. …”
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Pattern-Based Feature Extraction for Improved Deep Learning in Financial Time Series Classification
Published 2025-01-01“…By collecting tick-by-tick data from the European Carbon Emission Allowance market and resampling it to a 15-minute timeframe, we developed a method to detect pivotal price patterns and extract relevant features. Integrating these features with traditional open, high, low, close, and volume (OHLCV) data in long-short-term memory (LSTM) and gated recurrent unit (GRU) combined with dense neural networks, our empirical results demonstrate significant improvements in model performance, showcasing enhanced accuracy compared to models using only traditional data features.…”
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Audit of Infection and Antimicrobial Drug Resistance Pattern in Bacterial Infections in Road Traffic Accident Survivors
Published 2021-04-01“…Background: In countries like India, road traffic accident (RTA) associated morbidity and mortality is rising in alarming rate and is major concern of public health. Around 80% of the late deaths in trauma patients are due to infection. …”
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Antimicrobial Susceptibility Patterns of Uropathogens: A Retrospective Study at a Primary Care Hospital in Ghana
Published 2025-07-01“…Multi‐drug resistance (MDR) was demonstrated by 72.7% of bacterial isolates, with Klebsiella spp and Escherichia coli showing the highest MDR rates. Conclusion The identified patterns of antimicrobial resistance highlight the critical importance of careful antibiotic selection to effectively manage urinary tract infections.…”
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Study on Effect of Consumer Age, Family Income and Family Size on Fast Fashion Consumption Pattern
Published 2023-07-01“…The demand for fast fashion and clothing is rising at a very high rate, which has made it hard for retail brands and apparel manufacturers to meet the consumer expectations. …”
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Prescription patterns of traditional Chinese medications and potential consequences in patients with new-onset cardiac or vascular-related diseases: a nationwide cohort study
Published 2025-07-01“…Abstract Background The patterns of Chinese medicine prescriptions, corresponding diagnoses, co-morbidities, and Western medication (WM) use among patients with cardiac or vascular-related diseases are uncertain. …”
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Reirradiation practices of Radiation Therapists (RePoRT) study
Published 2025-09-01“…The 48-item questionnaire asked RTTs the frequency of performing a range of reirradiation activities, to self-rate their competency levels, and to identify enablers and barriers to reirradiation practice. …”
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Revealing Physical Mechanisms of Spatial Pattern Formation and Switching in Ecosystems via Nonequilibrium Landscape and Flux
Published 2025-07-01“…Furthermore, both the averaged flux and the entropy production rate exhibit peaks near pattern switching boundaries, revealing dynamical and thermodynamical origins for pattern transitions, and further offering early warning signals for anticipating spatial pattern switching. …”
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Global, regional and national patterns and gender disparity of intraocular foreign bodies from 1990 to 2021
Published 2025-06-01Get full text
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Lichen Planus: A Cross-Sectional Evaluation of US Dermatologists’ Comorbidity Screening and Management Patterns
Published 2025-04-01“…This study aimed to explore dermatology practitioners’ comorbidity screening patterns and treatment practices for management of LP. …”
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Inhibition and Reduction of Biofilm Production along with Their Antibiogram Pattern among Gram-Negative Clinical Isolates
Published 2023-01-01“…Isolates forming biofilm had a higher resistance rate and β-lactamase production compared to biofilm nonproducers. …”
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The pattern of lung function tests in children with sickle cell disease: A case-control study.
Published 2025-01-01“…<h4>Conclusions</h4>Children with SCD often exhibit restrictive, obstructive, or mixed pulmonary function patterns. FeNO levels donot correlate with PFT severity.…”
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Reproductive pattern and population dynamics of Anchovia surinamensis in a seasonal floodplain lake of the Amazon basin
Published 2022-05-01“…This study aimed to analyze the seasonal pattern (flood and low water) for the reproductive period and the population dynamics of the Surinam anchovy in this region, which resulted in the collection of 870 individuals. …”
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Geometric thermodynamics of reaction-diffusion systems: Thermodynamic trade-off relations and optimal transport for pattern formation
Published 2025-07-01“…This enables us to extract the excess entropy production rate that genuinely contributes to the time evolution of patterns. …”
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