A Python bootcamp for medical students designed to teach basic DICOM and imaging data handling skills.

An approach to curating naturally adversarial datasets.

Cloud-based user interface for ScanHub, an open-source and multi-modal acquisition platform for medical data

ScrapeMed: Data scraping for PubMed Central.

Using a RNN to detect pathological gaits from sequential skeleton data collected with an Azure Kinect sensor (link below).

In this project, we propose to deal with the data scarcity problem in a specific NLP task by harnessing existing annotated datasets from related tasks. Our approach involves training a multi-head architecture concurrently on both the main task and these “supporting” tasks. We experimented this approach on medical NLP tasks and on three GLUE tasks.

HL7 FHIR client library. Sync and async crud operations against R4 FHIR servers. Resource validation & serialization

LightGBM no-show predictor + AWS deployment (EC2 + Elastic Beanstalk)

Develop a NLP classifier for detecting medical domains in texts, using a Siamese Neural Network. Libraries: PyTorch, HuggingFace, scikit-learn, Plotly

With the implementation of this project, patients have gained ownership over their data, ensuring privacy and control. And now Patient can earn money by selling his data using NFT's

This is a test

This is a fast API requester for fetching data from the cancer imaging archive

🫀 Prediction of incidence of Heart Disease in respondents based on lifestyle indicators such as BMI, Age, physical activity, diseases and mental health.

watchlib is a Python module providing tools for loading, analyzing and visualizing Apple Watch health data.

Research data management in biomedical and machine learning applications

The "US Medical Insurance Costs" project explores and analyzes a dataset containing medical insurance costs for patients in the United States. The project was completed as part of the Codecademy Data Science Career Path.

resources about federated learning and privacy in machine learning

Codecademy Python Project for Data Science Carrier Path

Stroke diagnosis