Zonglin Ji's Projects
A collection of useful scripts, templates, and examples for clusters using SLURM https://slurm.schedmd.com/
Decay Replay Mining to Predict Next Process Events
Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"
Includes implementation of applying a Gaussian HMM model on Physionet2012 data to predict Length of stay of ICU patients
Tools for working with icd codes and comorbidities
Interpretable ML package š for concise, transparent, and accurate predictive modeling (sklearn-compatible).
Reading Materials
Config files for my GitHub profile.
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
This repository contains all research code I wrote in the context of BPM and Process Mining
Attention-based sequence to sequence learning
A playbook for systematically maximizing the performance of deep learning models.