Decrease in loss during the training process. by Muhammad Idrees (92773)

Prediction (a-d) and infusion deviation (e-f) results under different training sets and test sets. by Leijie Wang (21485157)

Subjects:

Accuracy and loss of LSTM model training and testing. by Leijie Wang (21485157)

Subjects:

Classification model parameter settings. by Chao Tang (10925)

“…Simultaneously, we designed a two-stage conditional encoding-decoding architecture that builds category-independent feature spaces from early training stages, fundamentally breaking the feature space bias caused by the “Matthew effect” and effectively preventing majority classes from compressing minority class features during generation. …”

Setting of experimental environment and model parameters. by Guozhu Sui (21672798)

PCA-CGAN model parameter settings. by Chao Tang (10925)

“…Simultaneously, we designed a two-stage conditional encoding-decoding architecture that builds category-independent feature spaces from early training stages, fundamentally breaking the feature space bias caused by the “Matthew effect” and effectively preventing majority classes from compressing minority class features during generation. …”

Data set. by Belachew Tekleyohannes Wogayehu (19470257)

Comprehensive evaluation of machine-learning models in the training cohort. by Wentao Yang (205781)

Subjects:

LOSS curves for BWO-BiLSTM model training. by Xiangjuan Liu (618000)

Boxplot comparing Ct values for HD in flies and clothes. by Philippe Ndzomo (17706039)

Performance comparison of the machine learning models in the training cohort (n = 29,309). by Wentao Yang (205781)

Subjects:

Histogram of number of drugs with (a) increased and (b) decreased usage within 12 months. by Nguyen Thach (20347852)

S1 Data. Bibliometric analysis. S2 Data. Estrogen level analysis. S3 Data. MicroCT quantification. S4 Data. Markers of bone metabolism. by Yan She (8639796)

Histograms of the extent of the (a) increase and (b) decrease by the difference in categorical usage within 12 months for all drugs. by Nguyen Thach (20347852)

Impact of red blood cell-platelet ratio trajectories on prognosis and clinical outcomes in the first four days before ICU admission in the training set. by Jie Zhao (49409)

SHAP dependence plots with interaction coloring. by Wentao Yang (205781)

Subjects:

Screening process diagram. by Wentao Yang (205781)

Subjects:

SHAP waterfall plot. by Wentao Yang (205781)

Subjects:

SHAP decision plot. by Wentao Yang (205781)

Subjects:

LASSO regression visualization plot. by Wentao Yang (205781)

Subjects: