Boussard Lab's repositories
bert-for-acu
Code for the deep learning experiments of AMIA 2023 Informatics Summit paper: "Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes"
acu-uncertainty-estimation
A Bayesian approach to predictive uncertainty in chemotherapy patients at risk of acute care utilization
nlp-for-acu
Code for the NLP experiments of the AMIA 2023 Informatics Summit paper: "Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes"
ESPOUSE
EnSemble learning for Prolonged Opioid USE
FairGenEval
An evaluation tool for validating the fairness, bias, and generalizability of ML models.
PORPOISE
PORPOISE research code and materials for training and validating ML models on the network of OMOP CDM databases.