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  • šŸ‘‹ Hi, Iā€™m @JocelynCheng
  • āœØ Iā€™m interested in applying technology to solve clinical problems
  • šŸŒ± Iā€™m currently learning how to use Flask to host my fun builds on custom webpages.
  • šŸ’žļø Iā€™m looking to collaborate a webcrawling project that collects updates on white papers in radiology.
  • šŸ“« You can reach me at [email protected]

Jocelyn Cheng's Projects

aiaihealthcare.github.io icon aiaihealthcare.github.io

AiAi code-charity project for Cancer and Tuberculosis screening in Radiology Chest X-Rays (PA - CXR) using Deep Learning powered CAD algorithms. Come join our all-volunteer team to improve the healthcare in emerging nations!

aqua icon aqua

RPi control system for CRT's bicycle. Final project for Brown ENGN1931Z

ct-net-models icon ct-net-models

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."

ct-volume-preprocessing icon ct-volume-preprocessing

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."

delira icon delira

Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow

diana icon diana

DICOM Analytics and Archive

ex12 icon ex12

Classroom example code from Lecture 12 [STL]

flight-analysis icon flight-analysis

Python package to scrape flight data from Google Flights and analyzes prices. Can determine optimal flight from date, place, and price

formula-sae icon formula-sae

šŸŽļø Code related to the KRT FormulaSAE electronics team.

gpu-b icon gpu-b

Real-time "Ball tracker" for pitching speed [Qt, OpenCV, OpenCL, OpenMP]

gtfs-documentation icon gtfs-documentation

Specification, archive, and resource information for the MBTA's implementation of GTFS

hwsniffing icon hwsniffing

Port Sniffing Homework Assignment for ENGN1931Z

ipa-data icon ipa-data

Data for the International Phonetic Alphabet (IPA)

niffler icon niffler

Niffler: A DICOM Framework for Machine Learning and Processing Pipelines.

physics-arx icon physics-arx

Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'21, Medical Physics'21, AAPM'21]

wikijournalclubwebscraper icon wikijournalclubwebscraper

Python code to scrape Clinical Question, Bottom Line, and Guidelines of major trials listed on WikiJournalClub to create Anki cards for medical education

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