Official PyTorch implementation of InExtremIS
☆22Jul 26, 2021Updated 4 years ago
Alternatives and similar repositories for InExtremIS
Users that are interested in InExtremIS are comparing it to the libraries listed below
Sorting:
- ☆22Jun 18, 2021Updated 4 years ago
- ☆29Sep 8, 2021Updated 4 years ago
- Oral presentation at MIDL 2020 - Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision☆46Feb 22, 2021Updated 5 years ago
- ☆22Oct 22, 2025Updated 4 months ago
- geodesic distance transform of 2d/3d images☆137Jul 5, 2023Updated 2 years ago
- Personal portfolio☆13Mar 9, 2026Updated last week
- [NeurIPS 2025] Deformable 2D/3D registration via polyrigid transforms☆35Oct 22, 2025Updated 4 months ago
- [MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning☆130Nov 18, 2022Updated 3 years ago
- examples of using PyMIC for medical image computing with deep learning☆34Feb 23, 2026Updated 3 weeks ago
- [CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision☆100Jun 5, 2022Updated 3 years ago
- Code of our MIDL 2018 paper and MedIA extension: https://arxiv.org/abs/1805.04628☆67Mar 7, 2019Updated 7 years ago
- Collection of vtk.js based cinematic rendering experiments.☆14Nov 11, 2022Updated 3 years ago
- Dynamically Mixed Soft Pseudo-label Supervision for Scribble-Supervised Medical Image Segmentation☆29Aug 12, 2025Updated 7 months ago
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆41Nov 29, 2022Updated 3 years ago
- COVID-19 Pneumonia Lesion segmentation network☆86Sep 16, 2021Updated 4 years ago
- ☆29Jan 13, 2023Updated 3 years ago
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆17Jul 1, 2022Updated 3 years ago
- S2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation (MICCAI 2023)☆20Dec 1, 2023Updated 2 years ago
- A Lightweight Multi-modality Image Segmentation Network via Domain Adaptation using Gradient Magnitude and Shape Constraint☆10Apr 3, 2023Updated 2 years ago
- Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates☆44Nov 21, 2021Updated 4 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Jul 10, 2019Updated 6 years ago
- Deep learning based registration for Learn2Reg Challenge (Task 3 : CT Abdominal)☆34Dec 6, 2021Updated 4 years ago
- ☆13Mar 3, 2026Updated 2 weeks ago
- A PyTorch tool kit for estimating the circular content area in endoscopic footage.☆11Nov 7, 2024Updated last year
- In this work we present a task-agnostic Multimodal Variational Aversarial Active Learning (M-VAAL) for sampling the most informative samp…☆11Jun 23, 2023Updated 2 years ago
- Boundary-aware context neural network for medical image segmentation [MedIA'22]☆28May 11, 2022Updated 3 years ago
- Official PyTorch implementation of Scribble2Label (MICCAI 2020)☆37Aug 24, 2021Updated 4 years ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆37Jun 15, 2022Updated 3 years ago
- Code release for the paper B. Shirokikh, A. Shevtsov et al. "Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical I…☆24Sep 13, 2020Updated 5 years ago
- [ISBI 2023] Official Implementation for Label-Assemble☆20Jul 30, 2024Updated last year
- Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/210…☆18Nov 1, 2022Updated 3 years ago
- Material of the MICCAI 2020 tutorial on weakly supervised learning for semantic segmentation. The updated tutorial (2021 and onwards) is …☆17Oct 22, 2020Updated 5 years ago
- 3D Slicer module for TorchIO.☆24May 2, 2024Updated last year
- CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic Surgery☆15Dec 18, 2025Updated 3 months ago
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆29Sep 26, 2023Updated 2 years ago
- Image Compositing for Segmentation of Surgical Tools without Manual Annotations☆10May 20, 2021Updated 4 years ago
- Official Code for our MICCAI paper "VCLIPSeg: Voxel-Wise CLIP-Enhanced Model for Semi-supervised Medical Image Segmentation"☆11Nov 10, 2024Updated last year
- Pytorch implementation for paper "Bounding Box Tightness Prior for Weakly Supervised Image Segmentation" published in MICCAI 2021☆24Oct 15, 2022Updated 3 years ago
- WebGL based implementation of 3D volume rendering☆10Feb 21, 2021Updated 5 years ago