Medical Image Analysis with Deep Learning
深度学习下的医学图像分析: Medical Image Analysis with Deep Learning的翻译版
[过去 20 个月,影像全球医学界的 11 大 AI 事件 | IEEE Spectrum](https://www.toutiao.com/a6507480449529414152/?tt_from=weixin&utm_campaign=client_share×tamp=1515205426&app=news_article&utm_source=weixin&iid=22475343494&utm_medium=toutiao_ios&wxshare_count=1) |
Real 3D / Volumetric CNN for medical image classification
The End of Human Doctors – The Bleeding Edge of Medical AI Research :也可以阅读相关中文报道
Will AI replace human doctors after Chinese robot dentist’s recent success?
Deep Learning in Medical Imaging: A $300M Market by 2021
Deep Learning Algorithm Diagnoses Schizophrenia from fMRI Scans
The Amazing Future of Dentistry and Oral Health
Artificial Intelligence (AI) / Deep Learning (DL) / Computer Aided Detection (CAD)
Applying a 3D convolutional neural network to the data
Tips on convolutional layers for 3D
Deep Learning Papers on Medical Image Analysis
[转自github]基于深度学习的医疗影像论文汇总(Deep Learning Papers on Medical Image Analysis):这是上面的翻译版
Computer Graphics Research Software
用python学习slam系列(一)从图像到点云:上面还有一系列文章
VNet: Caffe_Guide, addressed to new-bees to medical image segmentation using caffe
Mesh Denoising via Cascaded Normal Regression: MSRA
O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis: MSRA
For more details, see cs.princeton.edu, cs.cmu.edu or lmb.informatik.uni-freiburg.de, 浙江大学, 微软亚洲研究院
ShapeNet
ModelNet:这里给出了ModelNet 3D 数据集,并且比较了目前已有的众多3D方案的性能
Visual Genome: Stanford
Polygon-RNN
Windows画图
PS
Written on December 30th, 2017 by 李军