sanch7 / OpenKBP-Solution
My 3rd place solution to the OpenKBP 2020 Competition
☆12Updated 4 years ago
Alternatives and similar repositories for OpenKBP-Solution:
Users that are interested in OpenKBP-Solution are comparing it to the libraries listed below
- Develop plan optimization models for knowledge-based planning in radiotherapy☆16Updated 3 months ago
- ☆17Updated 3 years ago
- Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.☆11Updated last year
- Domain knowledge driven 3D radiation dose prediction [PMB'22]☆43Updated last week
- TMI dose prediction☆9Updated 3 years ago
- A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy☆23Updated last year
- Automatic Radiotherapy Treatment Planning , Knowledge-Based Planning , Dose Prediction , Cascade 3D Network (C3D) ,DCNN, Head and Neck ,…☆17Updated 4 years ago
- A python (Pytorch) implementation of Beam Dose Decomposition for Dose Prediction [MICCAI 2022]☆22Updated last year
- An app to calculate doses from input RTPlan file☆12Updated 8 years ago
- Automated VMAT Planning [PMB'21, PMB'23]☆15Updated 3 weeks ago
- Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.☆30Updated last year
- DosePredcition for Accelerated Planning of Rectal Cancer Radiotherapy☆20Updated 5 years ago
- Brachytherapy dose point calculations using the 2D TG-43 formalism☆14Updated 4 years ago
- Analysis of radiotherapy dose distributions☆31Updated 2 years ago
- Python code used to model the variation in TCP and NTCP with dose fraction specific dose variations☆11Updated last year
- Code for the paper "Analysis and comparison of cycle-consistent adversarial networks for CBCT to CT translation for adaptive radiotherapy…☆17Updated last year
- The implementation for automatically predicting dose distribution map via beam-wise dose composition learning (BDCL) method.☆15Updated 5 months ago
- Convert DICOM-RT dose matrices to EQD2 via Python☆12Updated 3 years ago
- The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at…☆34Updated last week
- Import, visualize, and extract image features from CT and RT Dose DICOM files in MATLAB.☆33Updated 7 years ago
- Generative Adversarial Networks for Computationally Efficient Radiotherapy☆49Updated 2 years ago
- Predicting radiation dose from pre-treatment patient parameters☆14Updated 5 years ago
- Swiss army knife for radiotherapy analysis☆29Updated last year
- A Python script to calculate dose volume histogram (DVH) from DICOM RT Structure data☆32Updated 3 years ago
- Python function for comparing two radiotherapy dose distributions using 'gamma evaluation'.☆34Updated 11 years ago
- Automatic parameter tuning for RayStation☆15Updated 3 years ago
- MetaPlanner is an open source automated treatment planning method that performs meta-optimization of treatment planning hyperparameters. …☆11Updated last year
- The code for the paper Improving CT Image Tumor Segmentation Through Deep Supervision and Attentional Gates.☆31Updated 3 years ago
- General deep learning-based fast image registration framework for clinical thoracic 4D CT data☆40Updated 6 years ago
- ☆9Updated 6 years ago