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07/11/2023
A Multi-view Impartial Decision Network for Frontotemporal Dementia Diagnosis
Frontotemporal Dementia (FTD) diagnosis has been successfully progress u...
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07/11/2023
SAM-U: Multi-box prompts triggered uncertainty estimation for reliable SAM in medical image
Recently, Segmenting Anything has taken an important step towards genera...
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03/23/2023
Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging
Deep learning models have shown promising performance in the field of di...
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03/17/2023
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation
Classification and segmentation are crucial in medical image analysis as...
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03/17/2023
Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions
Multimodality eye disease screening is crucial in ophthalmology as it in...
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02/16/2023
A Review of Uncertainty Estimation and its Application in Medical Imaging
The use of AI systems in healthcare for the early screening of diseases ...
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01/30/2023
TrFedDis: Trusted Federated Disentangling Network for Non-IID Domain Feature
Federated learning (FL), as an effective decentralized distributed learn...
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01/01/2023
EvidenceCap: Towards trustworthy medical image segmentation via evidential identity cap
Medical image segmentation (MIS) is essential for supporting disease dia...
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12/01/2022
Reliable Joint Segmentation of Retinal Edema Lesions in OCT Images
Focusing on the complicated pathological features, such as blurred bound...
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06/19/2022