Heather Bush

According to our database, Heather Bush authored at least 8 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Comparative Effectiveness Study on Opioid Use Disorder Prediction Using Artificial Intelligence and Existing Risk Models.

Sajjad Fouladvand, Jeffery C. Talbert, Linda P. Dwoskin, Heather Bush, Amy Lynn Meadows, Lars E. Peterson, Yash R. Mishra, Steven K. Roggenkamp, Fei Wang, Ramakanth Kavuluru, Jin Chen

IEEE J. Biomed. Health Informatics, July, 2023

2021

Predicting Opioid Use Disorder from Longitudinal Healthcare Data using Multi-stream Transformer.

Sajjad Fouladvand, Jeffery C. Talbert, Linda P. Dwoskin, Heather Bush, Amy Lynn Meadows, Lars E. Peterson, Ramakanth Kavuluru, Jin Chen

CoRR, 2021

Identifying Opioid Use Disorder from Longitudinal Healthcare Data using a Multi-stream Transformer.

Sajjad Fouladvand, Jeffery C. Talbert, Linda P. Dwoskin, Heather M. Bush, Amy Lynn Meadows, Lars E. Peterson, Steve K. Roggenkamp, Ramakanth Kavuluru, Jin Chen

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Predicting substance use disorder using long-term attention deficit hyperactivity disorder medication records in Truven.

Sajjad Fouladvand, Emily R. Hankosky, Heather Bush, Jin Chen, Linda P. Dwoskin, Patricia R. Freeman, Darren W. Henderson, Kathleen Kantak, Jeffery C. Talbert, Shiqiang Tao, Guo-Qiang Zhang

Health Informatics J., 2020

2018

Predicting Substance Use Disorder in ADHD Patients using Long-Short Term Memory Model.

Sajjad Fouladvand, Emily R. Hankosky, Darren W. Henderson, Heather Bush, Jin Chen, Linda P. Dwoskin, Patricia R. Freeman, Kathleen Kantak, Jeffery C. Talbert, Shiqiang Tao, Guo-Qiang Zhang

Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018

Retrospective analysis of health claims to evaluate pharmacotherapies with potential for repurposing: Association of bupropion and stimulant use disorder remission.

Emily R. Hankosky, Heather M. Bush, Linda P. Dwoskin, Daniel R. Harris, Darren W. Henderson, Guo-Qiang Zhang, Patricia R. Freeman, Jeffery C. Talbert

Proceedings of the AMIA 2018, 2018

2014

Causal Association Mining from Geriatric Literature.

Anand Krishnan, Jon Sligh, Eric Tinsley, Natalie Crohn, Jean Bandos, Heather Bush, Jason Depasquale, Mathew Palakal

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Bioengineering, 2014

2013

Event Causality Identification Using Conditional Random Field in Geriatric Care Domain.

Saeed Mehrabi, Anand Krishnan, Eric Tinsley, Jon Sligh, Natalie Crohn, Heather Bush, Jason Depasquale, Jean Bandos, Mathew Palakal

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013