SPAM-XAI using the CM1 dataset. حسب Mohd Mustaqeem (19106494)

"…However, SDP faces challenges like imbalanced data, high-dimensional features, model overfitting, and outliers. …"

Analysis of CM1 ROC curve. حسب Mohd Mustaqeem (19106494)

"…However, SDP faces challenges like imbalanced data, high-dimensional features, model overfitting, and outliers. …"

SPAM-XAI confusion matrix using PC1 dataset. حسب Mohd Mustaqeem (19106494)

"…However, SDP faces challenges like imbalanced data, high-dimensional features, model overfitting, and outliers. …"

Analysis PC1 AU-ROC curve. حسب Mohd Mustaqeem (19106494)

"…However, SDP faces challenges like imbalanced data, high-dimensional features, model overfitting, and outliers. …"

Table_1_Prediction of posttraumatic functional recovery in middle-aged and older patients through dynamic ensemble selection modeling.DOCX حسب Nguyen Thanh Nhu (16400859)

SBM 2023 Poster: Development and Validation of Multivariable Prediction Algorithms to Estimate Future Walking Behavior in Adults: Retrospective Cohort Study حسب Junghwan Park (15195436)

"…For the MLP, 90 random layer architectures were tested for optimization. Prior 5-week hourly walking data, including missingness, was used for predictors. …"

Table_2_Developing a machine-learning model for real-time prediction of successful extubation in mechanically ventilated patients using time-series ventilator-derived parameters.DO... حسب Kuo-Yang Huang (4470730)

Table_3_Developing a machine-learning model for real-time prediction of successful extubation in mechanically ventilated patients using time-series ventilator-derived parameters.DO... حسب Kuo-Yang Huang (4470730)

Table_1_Developing a machine-learning model for real-time prediction of successful extubation in mechanically ventilated patients using time-series ventilator-derived parameters.DO... حسب Kuo-Yang Huang (4470730)

Table_1_One-Time Optimization of Advanced T Cell Culture Media Using a Machine Learning Pipeline.DOCX حسب Paul Grzesik (11136582)

"…When optimizing culture media for primary cells used in cell and gene therapy, traditional DoE approaches that depend on interpretable models will not always provide reliable predictions due to high donor variability. …"

Early Parkinson’s disease identification via hybrid feature selection from multi-feature subsets and optimized CatBoost with SMOTE حسب Subhashree Mohapatra (17387852)

"…Additionally, data imbalance in medical datasets further limits the reliability of current models. …"

Data_Sheet_1_A Data-Driven Framework for Identifying Intensive Care Unit Admissions Colonized With Multidrug-Resistant Organisms.docx حسب Çaǧlar Çaǧlayan (12253934)

Data_Sheet_1_Predicting total lung capacity from spirometry: a machine learning approach.docx حسب Luka Beverin (15668825)

Data_Sheet_1_Early Prediction of Sepsis in the ICU Using Machine Learning: A Systematic Review.PDF حسب Michael Moor (10887888)

Heavy-load transfer steel platform. حسب Meijun Shang (22806461)

"…The load-bearing mechanism of the proposed steel platform was analyzed theoretically, and finite element analysis (FEA) was employed to evaluate the stresses and deflections of key members. A particle swarm optimization (PSO) algorithm was integrated with the FEA model to optimize the cross-sectional dimensions of the primary beams, secondary beams, and foundation boxes, achieving a balance between load-bearing capacity and cost efficiency. …"

Traditional scaffolding reinforcement system. حسب Meijun Shang (22806461)

"…The load-bearing mechanism of the proposed steel platform was analyzed theoretically, and finite element analysis (FEA) was employed to evaluate the stresses and deflections of key members. A particle swarm optimization (PSO) algorithm was integrated with the FEA model to optimize the cross-sectional dimensions of the primary beams, secondary beams, and foundation boxes, achieving a balance between load-bearing capacity and cost efficiency. …"

Table_1_Machine learning models for assessing risk factors affecting health care costs: 12-month exercise-based cardiac rehabilitation.DOCX حسب Arto J. Hautala (3072576)

"…ECR was programmed in accordance with international guidelines. Risk analysis algorithms (cross-decomposition algorithms) were employed to rank risk factors based on variances in their effects. …"

Supporting data for “<b>Development and Clinical Validation of Novel Biomarkers for Early Diagnosis of Advanced Liver Fibrosis</b>” حسب Pei Wan (9769043)

Data_Sheet_1_Elaboration of a Radiomics Strategy for the Prediction of the Re-positive Cases in the Discharged Patients With COVID-19.docx حسب Xiao-Hui Wang (1762348)

Data Sheet 1_Impact of climate change over distribution and potential range of chestnut in the Iberian Peninsula.docx حسب Pedro Álvarez-Álvarez (14421783)