Jeanmarie Perrone

According to our database, Jeanmarie Perrone authored at least 5 papers between 2019 and 2024.

Collaborative distances:

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

2024

Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data.

Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne M. Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lakamana, Selen Bozkurt, Matthew A. Reyna, Reza Sameni, Yunyu Xiao, Sangmi Kim, Rasheeta Chandler, Natalie Hernandez, Danielle Mowery, Rachel Wightman, Jennifer Love, Anthony Spadaro, Jeanmarie Perrone, Abeed Sarker

CoRR, 2024

2021

Text classification models for the automatic detection of nonmedical prescription medication use from social media.

Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O'Connor, Graciela Gonzalez-Hernandez, Jeanmarie Perrone, Abeed Sarker

BMC Medical Informatics Decis. Mak., 2021

Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter.

Samah Jamal Fodeh, Mohammed Ali Al-Garadi, Osama Elsankary, Jeanmarie Perrone, William Becker, Abeed Sarker

Comput. Biol. Medicine, 2021

2020

Mining social media for prescription medication abuse monitoring: a review and proposal for a data-centric framework.

Abeed Sarker, Annika DeRoos, Jeanmarie Perrone

J. Am. Medical Informatics Assoc., 2020

2019

Towards Automating Location-Specific Opioid Toxicosurveillance from Twitter via Data Science Methods.

Abeed Sarker, Graciela Gonzalez-Hernandez, Jeanmarie Perrone

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019