sremedios / multiple_instance_learningLinks
☆15Updated 5 years ago
Alternatives and similar repositories for multiple_instance_learning
Users that are interested in multiple_instance_learning are comparing it to the libraries listed below
Sorting:
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆80Updated 5 years ago
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- ☆16Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated last year
- Region-guided CycleGANs for stain transfer☆19Updated 2 years ago
- ☆37Updated 2 years ago
- My code using PSPNet for MICCAI Gleason Challenge 2019☆35Updated 3 years ago
- Comparison and fusion of deep learning and radiomics features of ground-glass nodules to predict the invasiveness risk of stage-I lung ad…☆17Updated 6 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆60Updated 4 years ago
- ☆71Updated 4 years ago
- [TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.☆32Updated 4 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆79Updated 5 years ago
- Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides, BCNB Dataset☆66Updated last month
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 3 years ago
- ☆18Updated 4 years ago
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆35Updated 4 years ago
- ECCV-AIMIA 2022 paper: "Multi-Scale Attention-based Multiple Instance Learning for Classification of Multi-Gigapixel Histology Images"☆12Updated 2 years ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆142Updated 4 years ago
- Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer☆23Updated last year
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆60Updated 3 years ago
- Whole Slide Images Segmentation using Patch UNet☆17Updated 5 years ago
- ☆54Updated 7 months ago
- Machine learning methods for spatially resolved transcriptomics with histology images: a collection of related resources.☆10Updated 3 years ago
- Code and GUI for Feature-driven Local Cell Graph (FLocK): New Computational Pathology based descriptors☆16Updated 2 years ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆26Updated 3 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Updated 5 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- ☆17Updated 3 years ago
- this repo is for Grand Challenge WSSS4LUAD, detail information about the contest is on https://wsss4luad.grand-challenge.org/WSSS4LUAD/☆20Updated 3 years ago
- Radiopathomics: a framework of fusing multi-scale images information to enrich description of tumor heterogeneity for LARC patients prior…☆22Updated 4 years ago