Data

Tools

Indexes

Applications

Experiments

Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: dose-prediction

RiqiangGao/GDP-HMM_AAPMChallenge

The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at AAPM 2025

Language: Python - Size: 124 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 39 - Forks: 11

GhTara/Dose_Prediction

A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy

Language: Python - Size: 6.43 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 2

nuaazs/ScanNetAI

ScanNetAI is an advanced self-supervised deep learning model tailored for CT image analysis. It excels in processing large-scale CT data, offering superior performance in tasks like image segmentation, medical image conversion, and dosage prediction.

Language: Jupyter Notebook - Size: 2.03 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

afiosman/deep-learning-KBP-methods-for-rt-dose-prediction

Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.

Language: Python - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Related Keywords
dose-prediction 4 radiotherapy 2 ct 2 deep-learning 2 medical-physics 2 unet 1 treatment-planning 1 residual-unet 1 residual-attention-unet 1 radiation-oncology 1 knowledge-based-planning 1 imrt 1 head-and-neck-cancer 1 attention-unet 1 ssl 1 medical-imaging 1 transformers 1 pytorch-lightning 1 multiscale 1 multi-organ-segmentation 1 medical-image-analysis 1 cnn 1 cascade 1 generative-ai 1 artificial-intelligence 1 3d-image-generation 1