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Cristian A. Linte

Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images

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Nov 14, 2024
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Investigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification

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Feb 26, 2024
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Medical Vision Language Pretraining: A survey

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Dec 11, 2023
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Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining

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Aug 08, 2023
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M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks

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Jun 21, 2023
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A Disparity Refinement Framework for Learning-based Stereo Matching Methods in Cross-domain Setting for Laparoscopic Images

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Feb 05, 2023
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Learning Feature Descriptors for Pre- and Intra-operative Point Cloud Matching for Laparoscopic Liver Registration

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Nov 07, 2022
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A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation

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Oct 03, 2021
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CNN-based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI

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Mar 30, 2021
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L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRI

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Apr 21, 2020
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