BCH AI and Machine Learning Working Group Journal Club

Speaker: Byron Wallace, PhD, at Northeastern University

Date: December 14, 2021 at 2:00PM - 3:00PM

Dr. Wallace will talk about their work in text summarization and simplification, and issues related to factual accuracy of generated texts:

https://arxiv.org/abs/2104.05767
https://arxiv.org/abs/2008.11293

Byron Wallace is an assistant professor in the Khoury College of Computer Sciences at Northeastern University. He earned his PhD from Tufts University in 2012, after which he taught at Brown University as research faculty. He joined Northeastern from the University of Texas at Austin, where he was an assistant professor in the School of Information from 2014-2016.

Wallace’s research areas include artificial intelligence, data science, machine learning, natural language processing, and information retrieval, with emphasis on applications in health informatics. Byron is a member of the applied machine learning group and the Data Science and Analytics Lab at Northeastern.

Wallace develops machine learning and natural language processing methods that make synthesizing the vast biomedical evidence-base more efficient. He also works on core machine learning and natural language processing methods, with his more of his recent work concerning Convolutional Neural Network (CNN) architectures for text. Wallace has recently been developing hybrid, interactive human/machine learning systems that aim to robustly combine human and machine intelligence.

His work has been supported by grants from the Army Research Office, the NIH, and the NSF. He won the Tufts University 2012 Outstanding Graduate Researcher award and his thesis work was recognized as The Runner Up for the 2013 ACM Special Interest Group on Knowledge Discovery and Data Mining (SIG KDD) Dissertation Award. He recently co-authored the winning submission for the Health Care Data Analytics Challenge at the 2015 IEEE International Conference on Healthcare Informatics.


Publications

Sathyanarayana A, El Atrache R, Jackson M, Cantley S, Reece L, Ufongene C, Loddenkemper T, Mandl KD, Bosl WJ. Measuring Real-Time Medication Effects From Electroencephalography. Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society 2022.

Weitzman ER, Kossowsky J, Blakemore LM, Cox R, Dowling DJ, Levy O, Needles EW, Levy S. Acceptability of a Fentanyl Vaccine to Prevent Opioid Overdose and Need for Personalized Decision-Making. Clinical infectious diseases : an official publication of the Infectious Diseases Society of America 2022.

Weitzman ER, Sherman AC, Levy O. Pediatric SARS-CoV-2 Vaccines: Perceptions and Attitudes from the FDA Public Commentary. Clinical infectious diseases : an official publication of the Infectious Diseases Society of America 2022.