2 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 2 cited
Deep Learning: a Heuristic Three-stage Mechanism for Grid Searches to Optimize the Future Risk Prediction of Breast Cancer Metastasis Using EHR-based Clinical Data
Xia Jiang, Yijun Zhou, Chuhan Xu +2
A grid search, at the cost of training and testing a large number of models, is an effective way to optimize the prediction performance of deep learning models. A challenging task…
cs.LG2022★ 1 cited
Empirical Study of Overfitting in Deep FNN Prediction Models for Breast Cancer Metastasis
Chuhan Xu, Pablo Coen-Pirani, Xia Jiang
Overfitting is defined as the fact that the current model fits a specific data set perfectly, resulting in weakened generalization, and ultimately may affect the accuracy in predic…