Developed an innovative ICU readmission prediction model blending machine learning prowess with comprehensive patient data, revolutionizing patient care.

Evaluation of the timing of vasopressin initiation in patients with septic shock using the eICU-CRD and MIMIC-IV databases

A Multidatabase ExTRaction PipEline (METRE) for facile cross validation in critical care research

The Salzburg Intensive Care database (SICdb) MEDS ETL.

reprodICU is a freely accessible critical care dataset harmonizing data relating to more than 470k admissions to multiple healthcare centers across the US and Europe. The dataset was developed at t…

Repository for the drug<>lab pair

Explainable machine learning for discontinuation of therapeutic antibiotics in intensive care patients

YAIBA: Yet Another Interactive Behavior Analysis for VRSNS; parsing VRSNS logs

Code used for the paper "Obesity paradox and hypoglycemia in critically ill patients"

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

BioBERT model fine tuned for NER task on Pubmed Dataset

This work is done by Yiren as part of her Harvard MPH practicum. The project used the same data as Team-Sepsis (https://github.com/yugangjia/Team-Sepsis). The purpose of this project is to investig…

🏥 ICU data with R 🏥

🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and …

Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series

Repository containing notebooks of my posts on Medium

This repository holds the corresponding data for the MAGE Paper by Nathaniel Fernandes

tools to work with data downloaded from Open Humans research platform

A customizable pipeline for data extraction from MIMIC-IV; now multimodal!

R package lcmm

Latent Class Trajectory Models: An R Package

CausalLift: Python package for causality-based Uplift Modeling in real-world business

DoWhy 스터디 Gitbook

❗ uplift modeling in scikit-learn style in python 🐍

EconML/CausalML KDD 2021 Tutorial