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08/01/2023
Improved Prognostic Prediction of Pancreatic Cancer Using Multi-Phase CT by Integrating Neural Distance and Texture-Aware Transformer
Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal cancer in whi...
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07/10/2023
Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans
Gastric cancer is the third leading cause of cancer-related mortality wo...
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04/17/2023
Unsupervised Image Denoising with Score Function
Though achieving excellent performance in some cases, current unsupervis...
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04/01/2023
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization
Real-world medical image segmentation has tremendous long-tailed complex...
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01/28/2023
Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
Human readers or radiologists routinely perform full-body multi-organ mu...
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05/17/2022
Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation
As one of the most challenging and practical segmentation tasks, open-wo...
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12/28/2021
360° Optical Flow using Tangent Images
Omnidirectional 360 images have found many promising and exciting applic...
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11/30/2021
360MonoDepth: High-Resolution 360° Monocular Depth Estimation
360 cameras can capture complete environments in a single shot, which ma...
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08/12/2017