Causal Inference via Nonlinear Variable Decorrelation for Healthcare Applications

no code implementations • 29 Sep 2022 • Junda Wang, Weijian Li, Han Wang, Hanjia Lyu, Caroline Thirukumaran, Addisu Mesfin, Jiebo Luo

Causal inference and model interpretability research are gaining increasing attention, especially in the domains of healthcare and bioinformatics.

Causal Inference

Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information

no code implementations • 9 Dec 2018 • Haofu Liao, Addisu Mesfin, Jiebo Luo

For the long-range contextual information, we propose a multi-task bidirectional recurrent neural network (Bi-RNN) to encode the spatial and contextual information among the vertebrae of the visible spine column.

Joint Vertebrae Identification And Localization In Spinal Ct Images