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03/18/2023
Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions
We present neural frailty machine (NFM), a powerful and flexible neural ...
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11/25/2021
Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN
The diagnosis of early stages of Alzheimer's disease (AD) is essential f...
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10/20/2021
Variable selection in doubly truncated regression
Doubly truncated data arise in many areas such as astronomy, econometric...
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08/30/2020
Brain Stroke Lesion Segmentation Using Consistent Perception Generative Adversarial Network
Recently, the state-of-the-art deep learning methods have demonstrated i...
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08/03/2020
Tensorizing GAN with High-Order Pooling for Alzheimer's Disease Assessment
It is of great significance to apply deep learning for the early diagnos...
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07/06/2020
Surprise sampling: improving and extending the local case-control sampling
Fithian and Hastie (2014) proposed a new sampling scheme called local ca...
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06/07/2018