Multimodal spatiotemporal graph neural networks for improved prediction of 30-day all-cause hospital readmission. - Siyi Tang; Amara Tariq; Jared Dunnmon; Umesh Sharma; Praneetha Elugunti; Daniel L. Rubin; Bhavik N. Patel; Imon Banerjee (CoRR, 2022)

Graph convolutional network-based fusion model to predict risk of hospital acquired infections. - Amara Tariq; Lin Lancaster; Praneetha Elugunti; Eric Siebeneck; Katherine Noe; Bijan Borah; James Moriarty; Imon Banerjee; Bhavik N. Patel (J. Am. Medical Informatics Assoc., 2023)

Predicting 30-Day All-Cause Hospital Readmission Using Multimodal Spatiotemporal Graph Neural Networks. - Siyi Tang; Amara Tariq; Jared A. Dunnmon; Umesh Sharma; Praneetha Elugunti; Daniel L. Rubin; Bhavik N. Patel; Imon Banerjee (IEEE J. Biomed. Health Informatics, 2023)

Contrastive diagnostic embedding (CDE) model for automated coding - A case study using emergency department encounters. - Amara Tariq; Kris Goddard; Praneetha Elugunti; Kristina Piorkowski; Jared Staal; Allison Viramontes; Imon Banerjee; Bhavik N. Patel (Int. J. Medical Informatics, 2023)