ClinicalAI's repositories
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
C3D
C3D is a modified version of BVLC caffe to support 3D ConvNets.
deeplearning-models
A collection of various deep learning architectures, models, and tips
echo-mimiciii
Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database
feature-selector
Feature selector is a tool for dimensionality reduction of machine learning datasets
focal-loss-keras
Focal Loss implementation in Keras
gi-bleed
Repository for the paper: Explainable Machine Learning Model for Predicting GI Bleed Mortality in the Intensive Care Unit
ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
imgaug
Image augmentation for machine learning experiments.
keras-applications
Reference implementations of popular deep learning models.
keras-tuner
Hyperparameter tuning for humans
Kranion
Transcranial focused ultrasound visualization system
labelImg
:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images
labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
lucid
A collection of infrastructure and tools for research in neural network interpretability.
machine_learning_examples
A collection of machine learning examples and tutorials.
MachineLearning
Basic Machine Learning and Deep Learning
models
Models and examples built with TensorFlow
OpenRefine
OpenRefine is a free, open source power tool for working with messy data and improving it
Paddle
PArallel Distributed Deep LEarning （『飞桨』核心框架，高性能单机、分布式训练和跨平台部署）
pymrmr
Python3 binding to mRMR Feature Selection algorithm (currently not maintained)
pyradiomics
Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks.
rsna
:hospital: RSNA Intracranial Hemorrhage Detection :hospital:
Running-Beta
Testing for the repository of Running Peak
tesseract
Tesseract Open Source OCR Engine (main repository)
VMZ
VMZ: Model Zoo for Video Modeling
VoTT
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
webinars
Code and slides for RStudio webinars
win10x64-tensorflow-softforme
program in laptop and run in PC, just for exchange