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09/09/2023
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification
Conformal prediction (CP) generates a set of predictions for a given tes...
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07/23/2023
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings
Modern medical image segmentation methods primarily use discrete represe...
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11/16/2022
Keep Your Friends Close Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images
Understanding of spatial attributes is central to effective 3D radiology...
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11/15/2022
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation
Convolutional neural network (CNN) based methods have achieved great suc...
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11/15/2022
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation
Self-supervised instance discrimination is an effective contrastive pret...
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11/15/2022
A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning
High annotation costs and limited labels for dense 3D medical imaging ta...
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02/15/2022
Improving Human Sperm Head Morphology Classification with Unsupervised Anatomical Feature Distillation
With rising male infertility, sperm head morphology classification becom...
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02/01/2018
