SynthRAD2023 / metricsView external linksLinks
Example of evaluation metrics used in the SynthRAD2023 challenge
☆11Jul 14, 2023Updated 2 years ago
Alternatives and similar repositories for metrics
Users that are interested in metrics are comparing it to the libraries listed below
Sorting:
- Preprocessing scripts: from dicom to aligned nitfy for SynthRAD2023 Grand Challenge☆70Apr 1, 2023Updated 2 years ago
- This repository collates the models for CT to MRI synthesis. MRIs have benefits over CTs: they have better soft tissue contrast and regis…☆21Feb 8, 2025Updated last year
- pre-processing scripts for the SynthRAD2025 deep learning challenge☆30Sep 9, 2025Updated 5 months ago
- Code for the paper "Analysis and comparison of cycle-consistent adversarial networks for CBCT to CT translation for adaptive radiotherapy…☆18Oct 19, 2023Updated 2 years ago
- Convert CBCT images to CT like images☆39Nov 22, 2019Updated 6 years ago
- Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]☆71May 10, 2023Updated 2 years ago
- A Tool for Approximating Radiotherapy Delivery via Informed Simulation (TARDIS)☆11Apr 12, 2021Updated 4 years ago
- Develop plan optimization models for knowledge-based planning in radiotherapy☆23Dec 28, 2024Updated last year
- A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]☆28Jan 16, 2024Updated 2 years ago
- Unofficial implementation of "Paired cycle-GAN-based image correction for quantitative cone-beam computed tomography" published in Medica…☆15Nov 9, 2022Updated 3 years ago
- ☆11Feb 14, 2024Updated 2 years ago
- Official repo of a Medical Physics paper titled "CBCT-Based Synthetic CT Image Generation Using Conditional Denoising Diffusion Probabili…☆71Jan 9, 2025Updated last year
- semantic segmentation for magnetic resonance imaging☆16Sep 21, 2021Updated 4 years ago
- MRI-based Deep Learning Segmentation and Radiomics of Sarcoma Tumors in Mice☆16Mar 24, 2023Updated 2 years ago
- Python wrapper for Plastimatch.☆19Apr 1, 2025Updated 10 months ago
- GAN for image-to-image translation of 3D T1w and T2w anatomical MR images☆17Nov 22, 2022Updated 3 years ago
- Domain knowledge driven 3D radiation dose prediction [PMB'22]☆50Jan 8, 2026Updated last month
- Code for Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Wei…☆20Aug 13, 2020Updated 5 years ago
- KAIST medical VL research group☆20Dec 20, 2024Updated last year
- This is the repository for the paper published in Medical Physics: "Synthetic CT generation from MRI using 3D transformer-based denoising…☆63Jul 28, 2024Updated last year
- DoseDiff: Distance-aware Diffusion Model for Dose Prediction in Radiotherapy☆32Apr 11, 2025Updated 10 months ago
- Python 3.x port of the Eclipse ESAPI plug-in script used in the study : Predicting deliverability of volumetric-modulated arc therapy (V…☆27May 1, 2023Updated 2 years ago
- [SegRap2023&MedIA2025]A challenge about organ-at-risk and gross-tumor-volume segmentation in adaptive radiotherapy hosted on MICCAI2023.☆30Feb 23, 2025Updated 11 months ago
- Multi Atlas Segmentation of brain anatomy using ANTs☆32Oct 26, 2016Updated 9 years ago
- An idea of combining Densenet and Unet, Keras☆30Oct 21, 2019Updated 6 years ago
- ☆27Mar 24, 2023Updated 2 years ago
- Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.☆35May 4, 2023Updated 2 years ago
- This repository is the implementations of the paper "MR-based Synthetic CT Generation using Deep Convolutional Neural Network Method," Me…☆120Apr 1, 2020Updated 5 years ago
- This repository is the implementation of the CT to MR synthesis using TensorFlow☆31Sep 20, 2019Updated 6 years ago
- ☆10Sep 29, 2023Updated 2 years ago
- ☆12Sep 21, 2023Updated 2 years ago
- This is the codebase for MD-Dose: A diffusion model based on the Mamba for radiation dose prediction☆35Jun 22, 2025Updated 7 months ago
- 헬스케어 AI 경진대회☆10Dec 16, 2023Updated 2 years ago
- Scripts and code relating to building anatomical templates.☆11Jun 10, 2025Updated 8 months ago
- Public code repository to reproduce our MICCAI 2022 paper: "Automatic identification of segmentation errors for radiotherapy using geomet…☆11Dec 8, 2022Updated 3 years ago
- This is the main hub for those interested in design in the OpenMined community☆10Oct 8, 2024Updated last year
- Monte Carlo simulation of (4D) cone beam computed tomography☆11Dec 10, 2024Updated last year
- Implementation of the paper "Predicting gamma passing rates for portal dosimetry based IMRT QA using machine learning"☆12Oct 8, 2021Updated 4 years ago
- ☆10Apr 11, 2023Updated 2 years ago