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06/21/2023
TauPETGen: Text-Conditional Tau PET Image Synthesis Based on Latent Diffusion Models
In this work, we developed a novel text-guided image synthesis technique...
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02/08/2023
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images
Radiotherapy (RT) combined with cetuximab is the standard treatment for ...
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01/22/2023
Deterministic Online Classification: Non-iteratively Reweighted Recursive Least-Squares for Binary Class Rebalancing
Deterministic solutions are becoming more critical for interpretability....
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12/21/2022
Investigation of Network Architecture for Multimodal Head-and-Neck Tumor Segmentation
Inspired by the recent success of Transformers for Natural Language Proc...
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09/07/2022
Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising
Position emission tomography (PET) is widely used in clinics and researc...
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04/01/2022
Explainable and Interpretable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning
In this paper, we propose an explainable and interpretable diabetic reti...
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03/15/2022
A Noise-level-aware Framework for PET Image Denoising
In PET, the amount of relative (signal-dependent) noise present in diffe...
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02/05/2020
Online Passive-Aggressive Total-Error-Rate Minimization
We provide a new online learning algorithm which utilizes online passive...
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03/30/2019
