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12/16/2022
SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation
Human organs constantly undergo anatomical changes due to a complex mix ...
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07/27/2022
XADLiME: eXplainable Alzheimer's Disease Likelihood Map Estimation via Clinically-guided Prototype Learning
Diagnosing Alzheimer's disease (AD) involves a deliberate diagnostic pro...
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08/21/2021
Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model
Existing studies on disease diagnostic models focus either on diagnostic...
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11/20/2020
Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision
There exists an apparent negative correlation between performance and in...
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10/17/2019
Toward Subject Invariant and Class Disentangled Representation in BCI via Cross-Domain Mutual Information Estimator
In recent, deep learning-based feature representation methods have shown...
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05/27/2019