Data Sheet 1_Feature genes identification and immune infiltration assessment in abdominal aortic aneurysm using WGCNA and machine learning algorithms.docx حسب Ming Xie (420493)

"…We then utilized weighted gene co-expression network analysis (WGCNA) along with 3 machine learning techniques: least absolute shrinkage and selection operator, support vector machine-recursive feature elimination, and random forest, to identify feature genes for AAA. Moreover, data were validated using the receiver operating characteristic (ROC) curve, with feature genes defined as those having an area under the curve above 85% and a p-value below 0.05. …"

Data Sheet 1_Flow-based parameterization for DAG and feature discovery in scientific multimodal data.pdf حسب Elise Walker (19937997)

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_Multi-stage bidirectional informed-RRT * plant protection UAV path planning method based on A * algorithm domain guidance.pdf حسب Jian Li (41607)

Supplementary file 1_The value of unsupervised machine learning algorithms based on CT and MRI for predicting sarcopenia.doc حسب Huayan Zuo (22308277)

"…Objectives<p>This study aims to investigate the efficacy of unsupervised machine learning algorithms, specifically the Gaussian Mixture Model (GMM), K-means clustering, and Otsu automatic threshold partitioning, in predicting sarcopenia based on computed tomography (CT) and magnetic resonance imaging (MRI) data.…"

Data Sheet 2_Study on postoperative survival prediction model for non-small cell lung cancer: application of radiomics technology workflow based on multi-organ imaging features and... حسب Hanlin Wang (240998)

"…All imaging data were derived from preoperative chest CT scans and standardized using 3D Slicer software. …"

Data Sheet 1_Study on postoperative survival prediction model for non-small cell lung cancer: application of radiomics technology workflow based on multi-organ imaging features and... حسب Hanlin Wang (240998)

"…All imaging data were derived from preoperative chest CT scans and standardized using 3D Slicer software. …"

Imputed variable and predictor matrix. حسب Elena Albu (15181070)

الموضوعات: "…missforest imputation algorithm…"

Amputation mechanisms. حسب Elena Albu (15181070)

الموضوعات: "…missforest imputation algorithm…"

Real datasets description. حسب Elena Albu (15181070)

الموضوعات: "…missforest imputation algorithm…"

Details on imputation methods in R or python. حسب Elena Albu (15181070)

الموضوعات: "…missforest imputation algorithm…"

Comparison procedure steps. حسب Elena Albu (15181070)

الموضوعات: "…missforest imputation algorithm…"

Simulated datasets description. حسب Elena Albu (15181070)

الموضوعات: "…missforest imputation algorithm…"

Errors (deviations from true values); median and IQR bars. حسب Elena Albu (15181070)

الموضوعات: "…missforest imputation algorithm…"

Element model generation method with geometric distribution errors حسب Yiqi Liu (21357815)

"…<p dir="ltr">In this study, a novel mesh model with geometrically distributed errors was developed. The product surface geometric distribution error is directly attached to the element nodes of the product ideal element model using the error surface reconstruction method and the replacement algorithm of the element node vector height based on the product’s point cloud data. …"

Data Sheet 1_Closing the loop: establishing an autonomous test-learn cycle to optimize induction of bacterial systems using a robotic platform.pdf حسب Jan Benedict Spannenkrebs (20595722)

"…Robotic platforms can be used to automate this task and provide sufficiently large and reproducible data sets including provenance. …"

Data Sheet 1_Investigating neural markers of Alzheimer's disease in posttraumatic stress disorder using machine learning algorithms and magnetic resonance imaging.pdf حسب Gabriella Yakemow (20137758)

"…Additionally, we utilized two previously established machine learning-based algorithms, one representing AD-like brain activity (Machine learning-based AD Designation [MAD]) and the other focused on AD-like brain structural changes (AD-like Brain Structure [ABS]). …"

Convergence curve of the DBO algorithm. حسب Ma Haohao (22177538)

"…The improved Dung Beetle Optimization algorithm, Back Propagation Neural Network, Finite Element Analysis, and Response Surface Methodology provide a strong guarantee for the selection of robot polishing process parameters. …"

Pareto optimal front result of MOCOA. حسب Hang Zhao (143592)

الموضوعات: "…crayfish optimization algorithm…"

Confusion matrix. حسب Hang Zhao (143592)

الموضوعات: "…crayfish optimization algorithm…"