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Examining the empathy levels of medical students using CHAID analysis
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Prediction of 5-year postoperative survival and analysis of key prognostic factors in stage III colorectal cancer patients using novel machine learning algorithms
Published 2025-07-01“…ObjectiveThis study explores the predictive value of clinical and socio-demographic characteristics for postoperative survival in stage III colorectal cancer (CRC) patients and develops a 5-year postoperative survival prediction model using machine learning algorithms.MethodsData from 13,855 stage III CRC patients who underwent surgery were extracted from the SEER database. …”
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Diagnostic performance of a new algorithm combining simple, non-invasive and inexpensive tests for predicting the presence of advanced liver fibrosis in patients with chronic hepat...
Published 2025-07-01“…Results A total of 408 patients were used to develop a decision tree algorithm, which established Decision Rule No. 1 for predicting the risk of advanced fibrosis (F3-F4): if platelets < 185 × 109/L and age ≥ 38 years and GGT ≥ 27 IU/L, then the patient is classified as F3-F4. …”
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Effectiveness of introducing pulse oximetry and clinical decision support algorithms for the management of sick children in primary care in India and Tanzania on hospitalisation an...
Published 2025-07-01“…Summary: Background: Pulse oximetry can support better detection of hypoxaemia, an important mortality predictor, and digital clinical decision support algorithms (CDSAs) can strengthen adherence to Integrated Management of Childhood Illness (IMCI) guidelines. …”
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Effectiveness of a clinical decision support algorithm (ePOCT+) in improving quality of care for sick children in primary health facilities in Tanzania (DYNAMIC project): results f...
Published 2025-03-01“…Electronic clinical decision support algorithms (eCDSAs) are a promising solution to improve IMCI compliance. …”
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Intelligent implementation of muscle strain identification algorithm in Mi health exercise induced waist muscle strain
Published 2025-08-01“…In order to improve the accuracy and efficiency of identifying lumbar muscle strain, based on the You Only Look Once version 3 algorithm, an intelligent recognition filtering algorithm combining sliding window and histogram of oriented gradient features is proposed to avoid misdiagnosis caused by artifact interference. …”
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Design of a liquid cooled battery thermal management system using neural networks, cheetah optimizer and salp swarm algorithm
Published 2025-08-01“…In the first phase, predictive modeling was performed using multilayer perceptron neural networks (MLPNN) optimized by three metaheuristic algorithms: cheetah optimizer (CO), grey wolf optimizer (GWO), and marine predators algorithm (MPA). …”
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Machine learning compared with rule‐in/rule‐out algorithms and logistic regression to predict acute myocardial infarction based on troponin T concentrations
Published 2021-04-01“…In patients (n = 4171) where the timing requirements (0/1 or 0/3 hour) for the sampling were met, using ANN led to a relative decrease of 9.2% (95% confidence interval 4.4% to 13.8%; from 24.5% to 22.2% of all tested patients) in the size of the intermediate group compared to the recommended algorithms. …”
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Decision Fusion System for Bolted Joint Monitoring
Published 2015-01-01“…Then, a developed decision fusion system is presented. Finally, three fusion algorithms, which consist of majority voting, Bayesian belief, and multiagent method, are adopted for comparison in a real-world monitoring experiment for the large aviation aluminum plate. …”
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The problems of enforcement of decisions on the deprivation of the driver's license
Published 2017-06-01“…The failure of judges to the provisions of part 2 of article 32.5 of the administrative code of submitting to the authorities of state technical control of decisions on deprivation of the right of management by a tractor, self-propelled machine or other types of equipment for execution.3. …”
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