Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference
Imaging Systems and Applications, 2023•opg.optica.org
Conference title, upper and lower case, bolded, 18 point type, centered Page 1 Identification of
Causal Relationship between Amyloid-beta Accumulation and Alzheimer’s Disease Progression
via Counterfactual Inference Haixing Dai1, Mengxuan Hu1, Qing Li2, Lu Zhang3, Dajiang Zhu3,
Quanzheng Li4, Sheng Li5, Tianming Liu1, Xiang Li4 1 University of Georgia, Athens, Georgia,
USA; 2 Beijing Normal University, Beijing, China; 3 University of Texas at Arlington, Arlington,
Texas; 4 Massachusetts General Hospital, Boston, Massachusetts; 5 University of Virginia …
Causal Relationship between Amyloid-beta Accumulation and Alzheimer’s Disease Progression
via Counterfactual Inference Haixing Dai1, Mengxuan Hu1, Qing Li2, Lu Zhang3, Dajiang Zhu3,
Quanzheng Li4, Sheng Li5, Tianming Liu1, Xiang Li4 1 University of Georgia, Athens, Georgia,
USA; 2 Beijing Normal University, Beijing, China; 3 University of Texas at Arlington, Arlington,
Texas; 4 Massachusetts General Hospital, Boston, Massachusetts; 5 University of Virginia …
Abstract
We developed GVCNet for estimating the individual treatment effect of regional amyloid-beta accumulation in the brain, characterized by Positron Emission Tomography, and its counterfactual causal relationship with the progression of Alzheimer’s Disease.
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