Study area and conceptual diagram of algorithm implementation in one community health worker catchment. حسب Mauricianot Randriamihaja (9091488)

الموضوعات:

Machine learning prediction algorithm flow chart. حسب Ahmad M. Al-Omari (20460931)

Risk element category diagram. حسب Yao Hu (3479972)

"…This article extracted features related to risk assessment, such as weather factors, airport facility inspections, and security check results, and conducted qualitative and quantitative analysis on these features to generate a datable risk warning weight table. This article used these data to establish an LSTM model, which trained LSTM to identify potential risks and provide early warning by learning patterns and trends in historical data. …"

Advancing Continuous Glucose Monitoring (CGM) for Inpatient Clinical Decision Support: Individual Algorithmic Mean Absolute Relative Difference (MARD) حسب Jill von Conta (22379489)

"…</p><p dir="ltr">Conclusion: Patient-specific algorithmic refinements of CGM data demonstrate the potential to adequately address the unique demands of inpatient diabetes care by reducing intrapersonal MARD, paving the way for the adoption of CGM systems into hospital environments. …"

Confusion Matrix for the Hybrid algorithms. حسب Faten Al-hussein (20707521)

"…Medical records from 3,000 King Abdulaziz University Hospital patients containing demographic, lifestyle, and lipid profile data were used to develop the models. For the first time, we utilized recommended machine learning algorithms to develop hybrid prediction models to reduce the number of significant KPIs while enhancing HbA1c prediction accuracy. …"

Example measurement and analysis units for landscape elements. حسب Jaewon Han (8660295)

الموضوعات:

Comparison of mass attenuation coefficient calculated by Geant4 simulation and acquired from NIST data. حسب Dong Hyeok Choi (12562048)

Learning curves under various machine algorithms. حسب Jinlin Teng (17972595)

"…The findings are as follows:</p><p>1.Machine learning algorithms can be effectively used for urban noise evaluation. …"

ROC curves under various machine algorithms. حسب Jinlin Teng (17972595)

"…The findings are as follows:</p><p>1.Machine learning algorithms can be effectively used for urban noise evaluation. …"

Data for Figs 3–9. حسب Xiaogang Li (299205)

IOU values of four algorithms. حسب Hong Li (20183)

Routing optimization tool implemented as an interactive dashboard for use by community health programs in Ifanadiana District. حسب Mauricianot Randriamihaja (9091488)

الموضوعات:

Data Sheet 1_Prognostic assessment and intelligent prediction system for breast reduction surgery using improved swarm intelligence optimization.docx حسب Zhiwei Cui (10682154)

"…Objective<p>This study aimed to enhance the accuracy of prognosis assessment for reduction mammaplasty by improving a swarm intelligence optimization algorithm and to develop an intelligent prediction system to support clinical decision-making.…"

Data Sheet 2_Prognostic assessment and intelligent prediction system for breast reduction surgery using improved swarm intelligence optimization.docx حسب Zhiwei Cui (10682154)

"…Objective<p>This study aimed to enhance the accuracy of prognosis assessment for reduction mammaplasty by improving a swarm intelligence optimization algorithm and to develop an intelligent prediction system to support clinical decision-making.…"

Countries and data availability period. حسب Angélica C. G. Santos (21553405)

الموضوعات:

Research data. حسب Dominique Vincent-Genod (20552594)

"…Conclusion: The switch from original paper-based support to the tablet results in minimal and acceptable differences, and maintains a valid and reproducible measure of the 3 items. The developed algorithm for automatic scoring appears feasible with the perspective to include them in a digital application that will make it easier to monitor patients.…"

Technological Fitness and Coherence explanation. Schematic representation of the workings of the Fitness and Complexity algorithm and Coherence diversification. حسب Matteo Straccamore (15083799)

Scatter diagram of different principal elements. حسب Jizhong Wang (7441697)

"…<div><p>A fault diagnosis method for oil immersed transformers based on principal component analysis and SSA LightGBM is proposed to address the problem of low diagnostic accuracy caused by the complexity of current oil immersed transformer faults. Firstly, data on dissolved gases in oil is collected, and a 17 dimensional fault feature matrix is constructed using the uncoded ratio method. …"

Data_Sheet_1_Development of prognostic models for advanced multiple hepatocellular carcinoma based on Cox regression, deep learning and machine learning algorithms.CSV حسب Jie Shen (31533)

"…Background<p>Most patients with multiple hepatocellular carcinoma (MHCC) are at advanced stage once diagnosed, so that clinical treatment and decision-making are quite tricky. The AJCC-TNM system cannot accurately determine prognosis, our study aimed to identify prognostic factors for MHCC and to develop a prognostic model to quantify the risk and survival probability of patients.…"

Data_Sheet_2_Development of prognostic models for advanced multiple hepatocellular carcinoma based on Cox regression, deep learning and machine learning algorithms.docx حسب Jie Shen (31533)

"…Background<p>Most patients with multiple hepatocellular carcinoma (MHCC) are at advanced stage once diagnosed, so that clinical treatment and decision-making are quite tricky. The AJCC-TNM system cannot accurately determine prognosis, our study aimed to identify prognostic factors for MHCC and to develop a prognostic model to quantify the risk and survival probability of patients.…"