DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
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Updated
Apr 29, 2024 - Python
DSMIL: Dual-stream multiple instance learning networks for tumor detection in Whole Slide Image
Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos/ C3D Feature Extraction
Code for Multiple Instance Active Learning for Object Detection, CVPR 2021
Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024
Code for the paper " PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers "
The pytorch implementation of the Min-Entropy Latent Model for Weakly Supervised Object Detection
Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification
Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.
MICCAI2022: Multiple Instance Learning with Mixed Supervision in Gleason Grading.
Multiple instance learning library for Python
The implementation of CDMI-Net in Paper - Deep Multiple Instance Learning for Landslide Mapping
MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"
[MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images
MIL-RBERT: A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction (BioNLP @ ACL 2020)
This repo provides an exhaustive pipeline of processing TCGA whole-slide images for downstream multiple instance learning.
Microsatellite Instability Classification using Multiple Instance Learning
Official release of Shuffle Instances-based Vision Transformer for Pancreatic Cancer ROSE Image Classification
WSI classification
Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification.
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