Predicting cancer risks by a deep causal network with unobserved deconfounding

This publication has 25 references indexed in Scilit:

• Comparative analysis of deep learning architectures for breast region segmentation with a novel breast boundary proposal
  Scientific Reports, 2025
• Causality-based CTR prediction using graph neural networks
  Information Processing & Management, 2022
• Causal effect of COVID‐19 on Alzheimer's disease: A Mendelian randomization study
  Journal of Medical Virology, 2022
• Methods and tools for causal discovery and causal inference
  WIREs Data Mining and Knowledge Discovery, 2022
• Causal Inference
  Engineering, 2020
• Graph neural networks: A review of methods and applications
  AI Open, 2020
• Efficient score-based Markov Blanket discovery
  International Journal of Approximate Reasoning, 2017
• The Whale Optimization Algorithm
  Advances in Engineering Software, 2016
• Bayesian Inference for Causal Effects
  2005
• The central role of the propensity score in observational studies for causal effects
  Biometrika, 1983