wwwppp121's repositories
awesome-semantic-segmentation
:metal: awesome-semantic-segmentation
well-calibrated-regression-uncertainty
Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".
study_materials
存储库，内含一些科研相关的自学教材，涉及计算机、机器学习、物理、数学等领域。
notes
这个仓库记录自己学习的知识笔记，看过的论文的笔记以及一些其他的知识记录
tutorials
机器学习相关教程
PytorchInsight
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
RTDosePrediction
Automatic Radiotherapy Treatment Planning ， Knowledge-Based Planning ， Dose Prediction ， Cascade 3D Network (C3D) ，DCNN, Head and Neck , 1st Place Solution to the AAPM OpenKBP challenge
CodeClass
「后端技术学习指南」学习路线+学习资源。从后端小白到架构师，所有你需要掌握的内容都在这里
PyTorch
Deep Learning Zero to All - Pytorch
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
TensorFlow
Deep Learning Zero to All - Tensorflow
SepNet
Code for Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss.
OpenKBP-Solution
My 3rd place solution to the OpenKBP 2020 Competition
UNet-family
Paper and implementation of UNet-related model.
pytorch-unet
Tunable U-Net implementation in PyTorch
Post-op-prostate-DL-model
DL code in tf.keras for post-op prostate CTV segmentation
DosePredcition
DosePredcition for Accelerated Planning of Rectal Cancer Radiotherapy
GliomaSolver
Solver for simulating tumor growth and mass effect in patient brain anatomy
ResNeXt
Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks
radiomics
MATLAB programming tools for radiomics analysis
CNN-Visualization
CNN可视化、理解CNN
TensorFLow-Learning
B站上炼数成金的公开课笔记
radiation-dose
Predicting radiation dose from pre-treatment patient parameters
MP_Lab
Documents of Medical Physics Lab in Wuhan University
SENet
Squeeze-and-Excitation Networks
Probabilistic-Unet-Pytorch
A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch