Dipeshtamboli / Image-Classification-and-Localization-using-Multiple-Instance-Learning
Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning
☆76Updated 4 years ago
Alternatives and similar repositories for Image-Classification-and-Localization-using-Multiple-Instance-Learning:
Users that are interested in Image-Classification-and-Localization-using-Multiple-Instance-Learning are comparing it to the libraries listed below
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆77Updated 4 years ago
- ☆29Updated 5 years ago
- Contains codes of DeepAttnMISL in MEDIA'20☆57Updated 4 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆131Updated 3 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆60Updated 3 years ago
- Multilevel cnn notebooks for Camelyon17☆19Updated 5 years ago
- Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images☆81Updated 4 months ago
- ☆36Updated 3 years ago
- PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning☆17Updated 2 years ago
- ☆15Updated 5 years ago
- ☆13Updated 3 years ago
- ☆70Updated 3 years ago
- this repo is for Grand Challenge WSSS4LUAD, detail information about the contest is on https://wsss4luad.grand-challenge.org/WSSS4LUAD/☆19Updated 2 years ago
- Multiple instance learning for weakly supervised learning☆37Updated 5 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆19Updated 5 years ago
- ☆30Updated 5 years ago
- [TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.☆30Updated 3 years ago
- base on MIL method☆14Updated 7 months ago
- Pytorch implementation of Self Attentive Adversarial Stain Normalization (SAASN).☆13Updated 2 years ago
- Public code for Hybrid Supervision Learning for Pathology Whole Slide Image Classification, MICCAI2021☆12Updated 3 years ago
- The code for Kernel attention transformer (KAT)☆33Updated 9 months ago
- ☆23Updated 3 years ago
- This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset…☆9Updated last year
- ☆34Updated 2 years ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆27Updated 2 years ago
- ☆35Updated 5 months ago
- Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides, BCNB Dataset☆59Updated last year
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆33Updated 5 years ago
- PyTorch implementation of HoverNet as described in https://arxiv.org/abs/1812.06499☆23Updated 4 years ago