3 papers
cs.LG2026
Deep Semi-Supervised Survival Analysis for Predicting Cancer Prognosis
Anchen Sun, Zhibin Chen, Xiaodong Cai
The Cox Proportional Hazards (PH) model is widely used in survival analysis. Recently, artificial neural network (ANN)-based Cox-PH models have been developed. However, training th…
cs.CE2024
Modeling the Evolutionary Trends in Corporate ESG Reporting: A Study based on Knowledge Management Model
Ziyuan Xia, Anchen Sun, Xiaodong Cai +1
Environmental, social, and governance (ESG) reports are globally recognized as a keystone in sustainable enterprise development. However, current literature has not concluded the d…
cs.LG2024
Contrastive Learning for Predicting Cancer Prognosis Using Gene Expression Values
Anchen Sun, Elizabeth J. Franzmann, Zhibin Chen +1
Recent advancements in image classification have demonstrated that contrastive learning (CL) can aid in further learning tasks by acquiring good feature representation from a limit…