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Name: Rachel Draelos, MD, PhD
Type: User
Company: Cydoc
Bio: CEO and Founder of Cydoc. MD/PhD Computer Scientist. Passionate about safe artificial intelligence for healthcare.
Twitter: racheldraelos
Name: Rachel Draelos, MD, PhD
Type: User
Company: Cydoc
Bio: CEO and Founder of Cydoc. MD/PhD Computer Scientist. Passionate about safe artificial intelligence for healthcare.
Twitter: racheldraelos
Machine learning models for multi-organ, multi-disease prediction in chest CT volumes. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes."
End-to-end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes."
CT scan machine learning models including AxialNet and HiResCAM
Code from my machine learning and medicine blog Glass Box https://glassboxmedicine.com/
HiResCAM gradient-based convolutional neural network explanation method
Code for, "Genome-wide interrogation reveals hundreds of long intergenic noncoding RNAs that associate with cardiometabolic traits"
Mutation pathogenicity prediction for channelopathic and cardiomyopathic genes RYR2, KCNQ1, KCNH2, and SCN5A
PyTorch tutorial for computer vision
Advanced AI Explainability for computer vision. Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples and applications for classification, object detection, segmentation, explaining image similarity and more.
Singularity Definition File for research projects
Automatic extraction of structured labels from radiology reports. From paper Draelos et al. "Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes."
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.