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README.md
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## LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching (Neurips 2023).
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We release [LVM-Med](https://arxiv.org/abs/2306.11925)'s pre-trained models and demonstrate downstream tasks on 2D-3D segmentations, linear/fully finetuning image classification, and object detection.
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current contrastive and instance-based SSL.
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<p align="center">
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<img src="assets/body_lvm_med.jpg" alt="drawing" width="
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</p>
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<p align="center">
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<img src="assets/lvm_med_teaser.gif" alt="drawing" width="
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</p>
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## Table of contents
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[//]: # (python train_segmentation.py -c ./dataloader/yaml_data/buid_endtoend_SAM_VIT.yml -test)
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[//]: # (```)
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---
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license: apache-2.0
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language:
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- en
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metrics:
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- accuracy
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pipeline_tag: feature-extraction
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tags:
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- medical
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---
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## LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching (Neurips 2023).
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We release [LVM-Med](https://arxiv.org/abs/2306.11925)'s pre-trained models and demonstrate downstream tasks on 2D-3D segmentations, linear/fully finetuning image classification, and object detection.
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current contrastive and instance-based SSL.
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<p align="center">
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<img src="assets/body_lvm_med.jpg" alt="drawing" width="650"/>
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</p>
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<p align="center">
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<img src="assets/lvm_med_teaser.gif" alt="drawing" width="800"/>
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</p>
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## Table of contents
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[//]: # (python train_segmentation.py -c ./dataloader/yaml_data/buid_endtoend_SAM_VIT.yml -test)
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[//]: # (```)
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