The nuclei detection method on histology image proposed in the 2017 paper by Peikari et al.
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Feb 15, 2020 - Python
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histopathology-images
Here are 32 public repositories matching this topic...
Code for "Difficulty Translation in Histopathology Images" full paper at Artificial Intelligence in Medicine (AIME) 2020.
image-classification resnet cyclegan medical-image-analysis resnet-18 histopathology histopathology-images
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Jul 6, 2020 - Python
Code for "Difficulty Translation in Histopathology Images" full paper at Artificial Intelligence in Medicine (AIME) 2020.
gan image-classification resnet cyclegan medical-image-analysis resnet-18 histopathology histopathology-images
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Jul 7, 2020 - Python
Tensorflow 2.0 implementation of the M-LSA method.
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Aug 18, 2020 - Python
Redes Neurais - Detecção de Câncer em Imagens
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Oct 16, 2020 - Python
MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"
representation-learning weakly-supervised-learning multiple-instance-learning histopathology-images wsi-images
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Jan 22, 2021 - Python
Classification of Breast Cancer using Histopathological Images
deep-neural-networks image-classification inceptionv3 cnn-keras breast-cancer inception-resnet-v2 histopathology-images
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Feb 6, 2021 - Python
Breast Cancer Image Classification On WSI With Spatial Correlations https://teacher.bupt.edu.cn/zhuchuang/en/index.htm
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Jun 11, 2021 - Python
Deep learning analysis of the PCAM dataset
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Sep 7, 2021 - Python
The code for LAGE-Net
wsi histopathology-images whole-slide-image histopathology-image-analysis histopathology-image-retrieval
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Dec 2, 2021 - Python
PyTorch implementation of Foveation for Segmentation of Ultra-High Resolution Images
segmentation high-resolution foveation gleason-grade gigapixel-images histopathology-images foveation-segmentation
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Jan 24, 2022 - Python
Following repository demonstrates machine learning architectures that can correctly classify lesions between LM and AMH. Overall, our methods showcase the potential for computer-aided diagnosis in dermatology, which, in conjunction with remote acquisition can expand the range of diagnostic tools in the community. This code is implemented using K…
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May 12, 2022 - Python
Official Repository for "Detection of tumour infiltrating lymphocytes in CD3 and CD8 stained histopathological images using a two-phase deep CNN"
deep-learning pipeline cancer detection official cnn-model ihc mask-rcnn histopathology histopathology-images lymphocytes lysto whitebloodcells two-phase-deep-cnn-based-pipeline
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Jul 16, 2022 - Python
KBSMC_colon_tma_cancer_grading_1024_dataset
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Aug 29, 2022 - Python
The repository contains a simple pipeline for training Nuclei Segmentation Datasets of Histopathology Images.
deep-learning tensorflow keras medical-imaging histology u-net histological-images histopathology-images wsis histopathological-biopsy-images
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Dec 8, 2022 - Python
Image data augmentation on-the-fly by add new class on transforms in PyTorch and torchvision.
pytorch affine-transformation image-augmentation augmentation color-deconvolution pathology-image histopathology-images pytorch-transforms elastic-transformation
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Jan 8, 2023 - Python
1st to MICCAI DigestPath2019 challenge (https://digestpath2019.grand-challenge.org/Home/) on colonoscopy tissue segmentation and classification task. (MICCAI 2019) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm
deep-learning domain-adaptation cancer-detection colonoscopy neurocomputing histopathology-images miccai-2019 grand-challenge digestpath
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Feb 18, 2023 - Python
Implementation of "Synthetic Data Generation and Classification of Histopathological Images"
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Mar 10, 2023 - Python
Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images (WACV 2023)
computer-vision research-paper breast-cancer self-supervised-learning histopathology-images cvf-conference
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Mar 13, 2023 - Python
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