sremedios / multiple_instance_learning
☆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
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆37Updated 4 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆75Updated 4 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 5 years ago
- ☆30Updated 5 years ago
- public repository for "Fully Automated Hybrid Network to Predict IDH Mutation Status of Glioma via Deep Learning and Radiomics"☆2Updated last year
- ☆13Updated 4 years ago
- cox loss function and c-index calculation with pytorch☆12Updated 5 years ago
- DeepMTS: Deep Multi-Task Survival model for joint survival prediction and tumor segmentation☆28Updated 4 months ago
- Whole Slide Images Segmentation using Patch UNet☆15Updated 4 years ago
- My code using PSPNet for MICCAI Gleason Challenge 2019☆33Updated 3 years ago
- Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)☆77Updated 4 years ago
- Hand-crafted radiomics and deep learning-based radiomcis features extraction.☆81Updated 2 years ago
- Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder str…☆40Updated 3 years ago
- This is a complete guide on how to do Pyradiomics based feature extraction and then, build a model to calculate the grade of glioma.☆25Updated 4 years ago
- Codes used for the paper "Precise 3D CT-Radiomics for Habitat Computation by Machine Learning in Cancer with Histological and MRI correla…☆21Updated 7 months ago
- PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Imp…☆22Updated 5 years ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆26Updated 3 years ago
- ☆36Updated 3 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated 9 months 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
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- Class for getting ROIs and masks from annotated pyramidal images. A work in progress.☆12Updated 3 years ago
- A module for 3D image augmentations for deep learning, specifically medical images such as CT, MRI.☆27Updated 4 years ago
- Brain MRIs classification using a ResNet-like architecture.☆21Updated 2 years ago
- ☆24Updated 2 years ago
- Machine learning methods for spatially resolved transcriptomics with histology images: a collection of related resources.☆10Updated 2 years ago
- Region-guided CycleGANs for stain transfer☆20Updated last year
- ☆15Updated 8 months 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
- Radiomics (here mainly means hand-crafted based radiomics) contains data acquire, ROI segmentation, feature extraction, feature selection…☆41Updated 3 years ago