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09/15/2023
Reconsidering evaluation practices in modular systems: On the propagation of errors in MRI prostate cancer detection
Magnetic resonance imaging has evolved as a key component for prostate c...
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08/12/2023
Out-of-distribution multi-view auto-encoders for prostate cancer lesion detection
Traditional deep learning (DL) approaches based on supervised learning p...
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08/12/2023
Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach
An accurate prostate delineation and volume characterization can support...
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05/27/2023
Vision Transformers for Small Histological Datasets Learned through Knowledge Distillation
Computational Pathology (CPATH) systems have the potential to automate d...
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03/14/2023
Object Detection During Newborn Resuscitation Activities
Birth asphyxia is a major newborn mortality problem in low-resource coun...
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03/14/2023
Activity Recognition From Newborn Resuscitation Videos
Objective: Birth asphyxia is one of the leading causes of neonatal death...
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03/09/2023
Active Learning Based Domain Adaptation for Tissue Segmentation of Histopathological Images
Accurate segmentation of tissue in histopathological images can be very ...
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12/29/2022
3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI
Masked Image Modelling (MIM) has been shown to be an efficient self-supe...
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11/01/2021
Nested Multiple Instance Learning with Attention Mechanisms
Multiple instance learning (MIL) is a type of weakly supervised learning...
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07/22/2021