# DosePrediction

**Repository Path**: xmdcy2011/dose-prediction

## Basic Information

- **Project Name**: DosePrediction
- **Description**: 基于 3D U-Net 实现盆腔靶区与危及器官位置关系分析及 OAR 限制剂量预测，需分数据处理、模型构建、训练、评估、应用五步
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2025-11-15
- **Last Updated**: 2026-03-04

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Basic libraries
pip install matplotlib numpy scipy SimpleITK nibabel

# PyTorch with GPU support (CUDA)
# 在官网提示下安装
conda create -n torch-gpu python=3.14
conda activate torch-gpu
pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu126

# 输出
python nii_resample_3mm.py ./data --output ./output/ --recursive