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Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for ...
Created
2018-12-26
100 commits to master branch, last one 5 months ago
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]
pytorch
ai-ready
datasets
multiplex
pathology
stitching
cell-biology
segmentation
deep-learning
pathology-gan
pathology-image
super-resolution
cell-segmentation
digital-pathology
image-segmentation
multitask-learning
whole-slide-imaging
immunohistochemistry
cloud-native-applications
immunohistochemical-images
Created
2021-04-15
456 commits to main branch, last one about a month ago
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
Created
2020-04-21
8 commits to master branch, last one about a year ago
Contextual Attention Network: Transformer Meets U-Net
Created
2022-02-26
48 commits to main branch, last one 2 years ago
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)
Created
2023-11-12
30 commits to main branch, last one about a month ago
BrainPainter - Brain Visualisation Software
Created
2019-04-04
116 commits to master branch, last one about a year ago
:microscope: Syntax - the arrangement of whole-slide-images and their image tiles to create well-formed computational pathology pipelines.
Created
2018-02-08
191 commits to master branch, last one 4 years ago
Scripts for https://www.nature.com/articles/s41598-018-27707-4, using Convolutional Neural Network to detect lung cancer tumor area
Created
2018-10-08
25 commits to master branch, last one 3 years ago
The code for Kernel attention transformer (KAT)
Created
2022-06-20
24 commits to main branch, last one about a year ago