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7821
Comparative study of PCR test kits for ASFV DNA detection
Published 2021-08-01“…It was noted that some manufacturers make serious errors in the instructions, which can significantly affect the interpretation of test results. It was also observed that there is insufficient control of the manufacturing process, which results in the production of faulty kits, as well as kits with poor-quality components and errors in the labeling. …”
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7822
Ensemble machine learning models for lung cancer incidence risk prediction in the elderly: a retrospective longitudinal study
Published 2025-01-01“…SHAP values were supplied for model interpretability. High risk factors of lung cancer incidence were identified in the elderly. …”
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7823
Edge-Preserving Probabilistic Downsampling for Reliable Medical Segmentation in Resource-Constrained Environments
Published 2025-01-01“…When applied to ground truth (GT) labels without proper care, downsampling can significantly impair the segmentation network’s ability to accurately interpret and predict detailed features. This, in turn, leads to a degraded performance compared to networks trained on higher-resolution labels. …”
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7824
AI predicting recurrence in non-muscle-invasive bladder cancer: systematic review with study strengths and weaknesses
Published 2025-01-01“…Each study was analysed for strengths, weaknesses, performance metrics, and limitations, with emphasis on generalisability, interpretability, and cost-effectiveness. ResultsML algorithms demonstrate significant potential, with neural networks achieving accuracies of 65–97.5%, particularly with multi-modal datasets, and support vector machines averaging around 75%. …”
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7825
Safety and efficacy of apixaban versus vitamin K antagonists in patients undergoing dialysis: a systematic review and meta-analysis
Published 2024-12-01“…The predominance of retrospective data warrants caution in the interpretation of results.…”
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7826
ChatGPT for Univariate Statistics: Validation of AI-Assisted Data Analysis in Healthcare Research
Published 2025-02-01“…With the recent integration of Python code interpretation into the ChatGPT environment, there has been a significant increase in the potential utility of ChatGPT as a research tool, particularly in terms of data analysis applications. …”
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7827
Evidence of active subglacial lakes under a slowly moving coastal region of the Antarctic Ice Sheet
Published 2025-01-01“…We present local ice surface elevation changes in the coastal DML region that we interpret as unique evidence of seven active subglacial lakes located under slowly moving ice near the grounding line margin. …”
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7828
Comparison of Decadal Trends among Total Solar Irradiance Composites of Satellite Observations
Published 2019-01-01“…We present a new analysis of the two-decade-old controversy over interpretation of satellite observations of total solar irradiance (TSI) since 1978 and the implications of our findings for TSI as a driver of climate change. …”
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7829
A recurrence model for non-puerperal mastitis patients based on machine learning.
Published 2025-01-01“…The finally selected model was interpreted and evaluated using Receiver Operating Characteristic (ROC) curves, calibration curves, Decision curve analysis (DCA), and Shapley Additive Explanations (SHAP) plots.…”
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7830
Knowledge and motivations of researchers publishing in presumed predatory journals: a survey
Published 2019-03-01“…These results are based on self-reports and may be biased thus limiting their interpretation.…”
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7831
Legality as a principle of court activity in respecting the rights, freedoms and interests of minors in cases of administrative offences
Published 2024-12-01“…The article is devoted to the analysis of the interpretation and peculiarities of implementation of the principle of legality in the court’s activity during the consideration of cases on administrative offences. …”
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7832
Pengaruh Tahapan Preprocessing Terhadap Model Indobert Dan Indobertweet Untuk Mendeteksi Emosi Pada Komentar Akun Berita Instagram
Published 2024-08-01“…Understanding the emotions that accompany the comments that users have given on news posts can help understand how the news is absorbed, interpreted and responded to by the public. This research categorizes four emotions, anger, happiness, fear and sadness, using pre-trained models IndoBERT and IndoBERTweet. …”
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7833
A novel machine learning methodology for the systematic extraction of chronic kidney disease comorbidities from abstracts
Published 2025-02-01“…The reading of the ML-selected abstracts showed that some diseases have direct causal effect on CKD, while others, like schizophrenia, has indirect causal effect on CKD.InterpretationThese findings have the potential to guide future CKD investigations, by facilitating the inclusion of a broader array of comorbidities in CKD prognostic models. …”
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7834
Sepsis-induced cardiogenic shock: controversies and evidence gaps in diagnosis and management
Published 2025-01-01“…However, the definition of cardiac dysfunction and hypoperfusion in these guidelines remains controversial, leading to varied clinical interpretations. Cardiac dysfunction with persistent hypoperfusion despite restoring adequate preload and afterload is often considered a cardiogenic shock. …”
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7835
TRENDS IN HIGHER VOCATIONAL EDUCATION: PROFESSIONALIZATION OR DEPROFESSIONALIZATION?
Published 2018-02-01“…The results of a unique long-term monitoring are generalized and interpreted. In the course of the monitoring, the dynamics of professional self-determination of student youth was traced by means of such key indicators as follows: motives of the choice of the sphere of employment and educational institution; personal importance of future profession for students; professional plans of students after graduating from a higher education institution. …”
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7836
Validation of the Food Safe Zone questionnaire for families of individuals with Prader-Willi syndrome
Published 2025-02-01“…Results Principal component analyses revealed that 21 FSZ items loaded onto 5 factors that were readily interpretable, accounting for 67% of test variance: Alerting Others and Food Supervision in the Community; Locking or Restricting Food Sources; Checking for Food; At Home Supervision and Meals; and Avoiding Food Settings. …”
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7837
Beyond the Surface: Investigating Clinical and Magnetic Resonance Imaging Dynamics in Knee Injuries: A Cross-sectional Study
Published 2024-12-01“…The level of agreement was assessed using Cohen’s kappa statistics. Interpretation of kappa statistics is as follows: 0 to 0.20-Slight agreement; 0.1 to 0.39-Fair; 0.40 to 0.59-Moderate; 0.60 to 0.79- Substantial and 0.80 to 0.90-Almost perfect agreement. …”
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7838
Assessing swidden land use in Myanmar by decision tree-based detection method using landsat imagery
Published 2022-10-01“…We applied the commonly used indices such as dNBR, RdNBR, and dNDVI, statistically tested their threshold values to select the most appropriate combination of the indices and thresholds for the detection of swidden, and assessed the accuracy of each set of index and thresholds using ground truth data and visual interpretation of sample points outside the test site. …”
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7839
Gender-specific antibiotic-resistance patterns and characterization of bacterial flora of undergraduate students’ mobile phones and associated factors at a Nigerian university
Published 2025-01-01“…Antibiotic susceptibility testing (AST) of the isolates was done using the Kirby-Bauer disc diffusion assay and the results were interpreted by the Clinical Standards and Laboratory Institute (CLSI) guideline. …”
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7840
Priming and task‐specific training for arm weakness post stroke: A randomized controlled trial
Published 2025-01-01“…A response of ≥6 points was observed in 46% in BUMP and 50% in CP. Interpretation There was no beneficial effect of BUMP. …”
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