Jeanmarie Perrone

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Automatic Detection

Multi Class Boosting

Top Venues

BMC Medical Informatics Decis. Mak.

Comput. Biol. Medicine

Publications

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
Two-layer retrieval augmented generation framework for low-resource medical question-answering: proof of concept using Reddit data. CoRR (2024)
Samah Jamal Fodeh, Mohammed Ali Al-Garadi, Osama Elsankary, Jeanmarie Perrone, William Becker, Abeed Sarker
Utilizing a multi-class classification approach to detect therapeutic and recreational misuse of opioids on Twitter. Comput. Biol. Medicine 129 (2021)
Mohammed Ali Al-Garadi, Yuan-Chi Yang, Haitao Cai, Yucheng Ruan, Karen O'Connor, Graciela Gonzalez-Hernandez, Jeanmarie Perrone, Abeed Sarker
Text classification models for the automatic detection of nonmedical prescription medication use from social media. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Abeed Sarker, Annika DeRoos, Jeanmarie Perrone
Mining social media for prescription medication abuse monitoring: a review and proposal for a data-centric framework. J. Am. Medical Informatics Assoc. 27 (2) (2020)
Abeed Sarker, Graciela Gonzalez-Hernandez, Jeanmarie Perrone
Towards Automating Location-Specific Opioid Toxicosurveillance from Twitter via Data Science Methods. MedInfo (2019)