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06/18/2023
Quantum Algorithms for the Shortest Common Superstring and Text Assembling Problems
In this paper, we consider two versions of the Text Assembling problem. ...
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05/17/2023
PromptUNet: Toward Interactive Medical Image Segmentation
Prompt-based segmentation, also known as interactive segmentation, has r...
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05/13/2023
PALM: Open Fundus Photograph Dataset with Pathologic Myopia Recognition and Anatomical Structure Annotation
Pathologic myopia (PM) is a common blinding retinal degeneration suffere...
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04/25/2023
Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation
The Segment Anything Model (SAM) has recently gained popularity in the f...
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04/06/2023
A Fast and Lightweight Network for Low-Light Image Enhancement
Low-light images often suffer from severe noise, low brightness, low con...
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01/19/2023
MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer
The Diffusion Probabilistic Model (DPM) has recently gained popularity i...
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12/01/2022
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters
In medical image segmentation, it is often necessary to collect opinions...
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11/29/2022
ExpNet: A unified network for Expert-Level Classification
Different from the general visual classification, some classification ta...
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11/01/2022
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model
Diffusion probabilistic model (DPM) recently becomes one of the hottest ...
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09/23/2022
Learning to screen Glaucoma like the ophthalmologists
GAMMA Challenge is organized to encourage the AI models to screen the gl...
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08/05/2022
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle
On the medical images, many of the tissues/lesions may be ambiguous. Tha...
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08/05/2022
An Efficient Person Clustering Algorithm for Open Checkout-free Groceries
Open checkout-free grocery is the grocery store where the customers neve...
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07/29/2022
Dataset and Evaluation algorithm design for GOALS Challenge
Glaucoma causes irreversible vision loss due to damage to the optic nerv...
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06/12/2022
SeATrans: Learning Segmentation-Assisted diagnosis model via Transforme
Clinically, the accurate annotation of lesions/tissues can significantly...
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06/10/2022
Learning self-calibrated optic disc and cup segmentation from multi-rater annotations
The segmentation of optic disc(OD) and optic cup(OC) from fundus images ...
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06/08/2022
One Hyper-Initializer for All Network Architectures in Medical Image Analysis
Pre-training is essential to deep learning model performance, especially...
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02/14/2022
GAMMA Challenge:Glaucoma grAding from Multi-Modality imAges
Color fundus photography and Optical Coherence Tomography (OCT) are the ...
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02/14/2022
Opinions Vary? Diagnosis First!
In medical image segmentation, images are usually annotated by several d...
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07/29/2020
TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification
Retinal artery/vein (A/V) classification lays the foundation for the qua...
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07/22/2020
Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning
Recently, deep learning has been adopted to the glaucoma classification ...
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08/29/2019
Universal, transferable and targeted adversarial attacks
Deep Neural Network has been found vulnerable in many previous works. A ...
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03/07/2019