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Efficient Feature Selection and Hyperparameter Tuning for Improved Speech Signal-Based Parkinson’s Disease Diagnosis via Machine Learning Techniques
Published 2025-01-01“…It achieved an accuracy of 96.46%, a recall of 0.96, a precision of 0.97, an F1-score of 0.96, and an AUC score of 0.998, marking the highest performance metrics reported for this dataset in recent studies. …”
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Chronic alcohol intoxication and liver diseases
Published 2009-02-01“…Dominating growth of ALC is marked. In the years of limited sale of alcohol the number of LC with lethal outcome dramatically decreased. …”
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How does playfulness (re)frame the world? Evidence for selective cognitive and behavioral redirecting in times of adversity
Published 2025-02-01“…Sequential analyses including MANOVA, ANOVA, and ANCOVA were performed to examine overall, univariate, and adjusted group differences, respectively, validated by sensitivity analysis across three group categorization methods.ResultsThree sets of contrasting findings evidenced selective playful (re)framing effects, wherein more playful individuals (1) shared similar perceptions of current risk and protective factors while adopting a more optimistic future outlook, (2) perceived similar levels of vulnerability and isolation but engaged in significantly higher levels of resilient coping and adaptive leisure, and (3) participated in similar categories and frequencies of leisure activities but with higher experiential quality, marked by greater immersion, activeness, and positive affect.DiscussionPlayfulness functions as a “color spotlight” rather than “rose-tinted glasses,” with selective influence through “lemonading”—creatively imagining and pursuing positive possibilities to cultivate adaptive, enjoyable experiences while maintaining a clear-eyed realism about challenges. …”
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Post-disaster food insecurity: Hurricane Maria as a case study
Published 2025-01-01Get full text
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The first Lithuanian Archaeological expedition in Afghanistan
Published 2008-08-01“…The end of the 20th century was marked by the regression of activities in the cultural sphere. …”
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Electricity- and hydrogen-driven energy system sector-coupling in net-zero CO2 emission pathways
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Experience of entecavir in renal graft recipients with chronic hepatitis B
Published 2011-09-01“…During treatment no undesirable effects were marked. Function of renal graft remained stable in 3 patients and decreased in one case patient after development of acute rejection crisis on a background of decrease of dose of immune suppressants.Conclusion. …”
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