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Data Science of Bioimages's Projects

ame icon ame

Active Visual Exploration Based on Attention-Map Entropy

cellvit icon cellvit

CellViT: Vision Transformers for Precise Cell Segmentation and Classification

deit icon deit

Official DeiT repository

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

disk icon disk

Deep Imputation for Skeleton data

feature_reg icon feature_reg

Feature based registration for fluorescence microscopy images

glomnet icon glomnet

GlomNet: A HoVer Deep Learning Model for Glomerulus Instance Segmentation

h-deformable-detr icon h-deformable-detr

[CVPR2023] This is an official implementation of paper "DETRs with Hybrid Matching".

her2-overexpression icon her2-overexpression

Prediction of HER2 overexpression status and IHC score as seen in "Predicting the HER2 status in esophageal cancer from tissue microarrays using convolutional neural networks".

hover_net icon hover_net

Simultaneous Nuclear Instance Segmentation and Classification in H&E Histology Images.

lmagp icon lmagp

Repository of the paper "Language models are good pathologists: using attention-based sequence reduction and text-pretrained transformers for efficient WSI classification"

moco-v3 icon moco-v3

PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057

promptnucseg icon promptnucseg

Code for paper "Unleashing the Power of Prompt-driven Nucleus Instance Segmentation"

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