Minimel / StochasticBatchALLinks
Code for the paper "Active learning for medical image segmentation with stochastic batches", published at Medical Image Analysis (2023).
☆10Updated last year
Alternatives and similar repositories for StochasticBatchAL
Users that are interested in StochasticBatchAL are comparing it to the libraries listed below
Sorting:
- ☆17Updated 3 months ago
- The official implementation of the paper: [ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical …☆17Updated 8 months ago
- ☆11Updated 2 years ago
- The PyTorch implementation of the skea-topo aware loss proposed in paper: Enhancing Boundary Segmentation for Topological Accuracy with S…☆17Updated 5 months ago
- DG-TTA☆15Updated 10 months ago
- ☆14Updated last year
- [MICCAI 2024] HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training☆21Updated last year
- [IEEE TIM 2024] Partition A Medical Image: Extracting Multiple Representative Sub-Regions for Few-shot Medical Image Segmentation☆18Updated last year
- 【IEEE TCYB 2025】Towards Reliable Medical Image Segmentation by Modelling Evidential Calibrated Uncertainty☆33Updated last year
- Official implementation for paper "Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos"☆32Updated 2 years ago
- ☆21Updated 11 months ago
- [MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)☆42Updated 2 years ago
- ☆19Updated 6 months ago
- PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillatio…☆23Updated 2 years ago
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆76Updated 2 years ago
- Single-image test-time domain adaptation for segmentation models.☆25Updated last year
- [MedIA'25] Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation.☆43Updated 3 months ago
- The official code of GEMINI - Homeomorphism Prior for Representation Learning (accepted by TPAMI 2025)☆12Updated 10 months ago
- PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy☆32Updated last year
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆65Updated last year
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆29Updated 3 years ago
- ☆34Updated last year
- ☆14Updated last year
- ☆14Updated 3 years ago
- [MICCAI'24] Weakly-supervised Medical Image Segmentation with Gaze Annotations☆31Updated last year
- [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …☆58Updated last year
- [MICCAI 2024] Deep Spectral Methods for Unsupervised Ultrasound Image Interpretation☆12Updated last year
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆57Updated 2 years ago
- Code implementation for our paper ACCEPTED in ISBI, 2022☆40Updated 3 years ago
- ☆24Updated last year