Test Schedule. حسب Haotian Guo (6620120)

"…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …"

Temperature curve of sample T1. حسب Haotian Guo (6620120)

"…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …"

Table 1_Analysis of the microbiota of pregnant women in relation to weight gain during pregnancy – a pilot study.docx حسب Katarzyna Kosinska-Kaczynska (6794522)

"…While the difference was not statistically significant after correction for multiple testing, the Chao index showed a persistent trend toward reduced species richness in the study group. …"

Supplementary Material for: A case report of adult lead-poisoning followed by use of non-prescription Ayurvedic medication in Germany حسب figshare admin karger (2628495)

"…Abstract Introduction: This case report describes a 65-year-old female patient from Germany who developed clinically significant lead poisoning following the use of Ayurvedic herbal preparations provided by an unlicensed practitioner in a major German city. …"

Data Sheet 1_Breaking the cycle: a pilot study on autonomous Digital CBTe for recurrent binge eating.pdf حسب Rebecca Murphy (5514419)

"…Large effect sizes were observed for all these outcomes using a completer analysis and post-intervention data (d = 0.91–1.43). …"

Table_1_Higher oxidative balance score is associated with lower female infertility: a cross-sectional study.DOCX حسب Xiong Lei (3847897)

"…When OBS was used as a categorical variable, female infertility decreased by 60% in the highest OBS group compared with the lowest OBS group (OR, 0.40; 95% CI, 0.21 to 0.74). …"

Data Sheet 1_Dysregulation of melatonin rhythm in Parkinson’s and Huntington’s disease: a systematic review and meta-analysis.docx حسب Reema Priyanka Suram (22399759)

"…In manifest HD, both amplitude [RoM = 0.92, 95% CI (0.81 to 1.02); p = 0.00] and acrophase [RoM = 0.92, 95% CI (0.07 to 1.78); p = 0.03] significantly decreased. PD patients with sleep disorders had significantly higher melatonin concentrations than the non-sleep disorder group, with a significant test group difference of p = 0.00. …"

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

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

MIT-BIH dataset proportion analysis chart. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

Wavelet transform preprocessing results. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

PCAECG_GAN. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

MIT dataset expansion quantities and Proportions. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

Experimental hardware and software environment. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

PCA-CGAN K-fold experiment table. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

Classification model parameter settings. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

MIT-BIH expanded dataset proportion chart. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

AUROC Graphs of RF Model and ResNet. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

PCA-CGAN Model Workflow Diagram. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

Structural Diagrams of RF Model and ResNet Model. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"

PCA-CGAN model convergence curve. حسب Chao Tang (10925)

"…This research addresses core challenges in ECG signal classification—extremely imbalanced data, significant individual physiological differences, and difficulties in long sequence fitting—by proposing a Principal Component Analysis-based Conditional Generative Adversarial Network (PCA-CGAN). …"