Jocelyn Cheng's Projects
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!
RPi control system for CRT's bicycle. Final project for Brown ENGN1931Z
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."
Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow
DICOM Analytics and Archive
Classroom example code from Lecture 12 [STL]
Python package to scrape flight data from Google Flights and analyzes prices. Can determine optimal flight from date, place, and price
šļø Code related to the KRT FormulaSAE electronics team.
Real-time "Ball tracker" for pitching speed [Qt, OpenCV, OpenCL, OpenMP]
Specification, archive, and resource information for the MBTA's implementation of GTFS
Decoding Homework Assignment for ENGN1931Z
Parsing Homework Assignment for ENGN1931Z
Port Sniffing Homework Assignment for ENGN1931Z
Data for the International Phonetic Alphabet (IPA)
Config files for my GitHub profile.
LaTeX template for abstracts
Speech recognition/notetaking for medical purposes.
Niffler: A DICOM Framework for Machine Learning and Processing Pipelines.
Pediatric ovarian torsion files
Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'21, Medical Physics'21, AAPM'21]
Record of Raspberry PI Setup Procedures for ENGN1931Z
Code and pretrained model for paper "Learning to Summarize Radiology Findings"
Python code to scrape Clinical Question, Bottom Line, and Guidelines of major trials listed on WikiJournalClub to create Anki cards for medical education