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3d-mask-rcnn

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MIC-DKFZ / medicaldetectiontoolkit

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The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

deep-neural-networks deep-learning detection medical-imaging segmentation object-detection medical-image-computing semantic-segmentation 3d-models medical-image-processing mask-rcnn u-net medical-image-analysis pytorch-cnn retina-net 3d-object-detection pytorch-implementation pytorch-deeplearning retina-unet 3d-mask-rcnn
  • Updated Jun 17, 2024
  • Python

MIC-DKFZ / RegRCNN

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This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MIC-DKFZ/medicaldetectiontoolkit with regression capabilites.

deep-learning detection object-detection medical-image-computing medical-image-processing mask-rcnn medical-image-analysis retinanet non-maximum-suppression 3d-detection roialign 3d-object-detection pytorch-implementation 3d-mask-rcnn lesion-detection regression-head
  • Updated Dec 8, 2022
  • Python

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