Bruce Lee random walk

Medical Imaging: Deep Learning Approach

综述

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

解析深度学习如何改变医疗成像领域

【PPT】深度学习技术在医学影像CAD中的应用

[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&timestamp=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

人工智能的医疗应用:商业化和工业化之随想

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

ORCA: Dental AI

The Amazing Future of Dentistry and Oral Health

以数据的名义——浅谈三维几何的处理与分析(上)

以数据的名义——浅谈三维几何的处理与分析(下)

计算机图形学与机器学习(深度学习)怎么结合起来?

Artificial Intelligence (AI) / Deep Learning (DL) / Computer Aided Detection (CAD)

3D识别

三维形状数据的深度特征表示

ICCV深度三维残差神经网络:视频理解新突破

convnet benchmarks

Applying a 3D convolutional neural network to the data

voxnet

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

Awesome Computer Vision

Computer Graphics Research Software

Example Codes:

图像分割评价标准

用python学习slam系列(一)从图像到点云:上面还有一系列文章

3d-cnn-action-recog-keras

PointNet

VNet: Caffe_Guide, addressed to new-bees to medical image segmentation using caffe

MatConvNet: CNNs for MATLAB

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

Datasets:

医疗成像竞赛

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

TUM cv lab datasets

标注

看图说话的AI小朋友——图像标注趣谈(上)

看图说话的AI小朋友——图像标注趣谈(下)

Labelme

Labelme3D

LabelImg

LabelImgPlus

Visual Genome: Stanford

Polygon-RNN

Windows画图

PS