Masoud Rouhizadeh
Masoud Rouhizadeh, Ph.D., M.Sc., M.A.
Assistant Professor
mrou AT c o p dot ufl dot edu
[2022]
Identification of prediabetes discussions in unstructured clinical documentation using natural language processing methods
Jessica Schwartz, Eva Tseng, Nisa M Maruthur, Masoud Rouhizadeh
Journal of Medical Internet Research
Suicidal ideation and suicide attempt related hospitalizations among people with Alzheimer's disease (AD) and AD-related dementias in the United States: 2016-2018
Golnoosh Alipour-Haris, Jennifer Sullivan, Melissa J. Armstrong, Uma Suryadevara, Masoud Rouhizadeh , Joshua D Brown
Journal of Clinical Medicine
Development and Assessment of a Natural Language Processing Model to Identify Residential Instability in Electronic Health Records’ Unstructured Data: A Comparison of Three Integrated Healthcare Delivery Systems
Hatef, E., Rouhizadeh, M. , Nau, C., Xie, F., Padilla, A., Lyons, L. J., Weiner, J., Roblin, D.
JAMIA Open
[2021]
An Open Natural Language Processing Development Framework for EHR-based Clinical Research: A case demonstration using the National COVID Cohort Collaborative (N3C)
Liu, Sijia, et al.
arXiv preprint
A Pilot Study to Improve the Use of Electronic Health Records for Identification of Patients with Social Determinants of Health Challenges: A Collaboration of Johns Hopkins Health System and Kaiser Permanente
Hatef, E., Rouhizadeh, M. , Nau, C., Xie, F., Padilla, A., Lyons, L. J., Roblin, D.
Health Services Research
COVID-19 SignSym: A fast adaptation of general clinical NLP tools to identify and normalize COVID-19 signs and symptoms to OMOP common data model
Jingqi Wang, Huy Anh Pham, Frank Manion, Yaoyun Zhang, Masoud Rouhizadeh
JAMIA
Measuring the Value of a Practical Text Mining Approach to Identify Patients With Housing Issues in the Free-Text Notes in Electronic Health Record: Findings of a Retrospective Cohort Study
Elham Hatef, Gurmehar Singh Deol, Masoud Rouhizadeh , Ashley Li, Katyusha Eibensteiner, Craig B Monsen, Roman Bratslaver, Margaret Senese, Hadi Kharrazi
Frontiers in Public Health
Analysis of Primary Care Provider Electronic Health Record Notes for Discussions of Prediabetes Using Natural Language Processing Methods.
Eva Tseng, Jessica L. Schwartz, Masoud Rouhizadeh , Nisa M. Maruthur
Journal of General Internal Medicine
Patient Trajectories Among Persons Hospitalized for COVID-19 : A Cohort Study.
Garibaldi, B. T., Fiksel, J., Muschelli, J., Robinson, M. L., Rouhizadeh, M. , Perin, J., Schumock, G., Nagy, P., Gray, J. H., Malapati, H., Ghobadi-Krueger, M., Niessen, T. M., Kim, B. S., Hill, P. M., Ahmed, M. S., Dobkin, E. D., Blanding, R., Abele, J., Woods, B., Harkness, K., Gupta, A.
Annals of Internal Medicine
[2020]
Examining the Feasibility of Off-the-Shelf Algorithms for Masking Directly Identifiable Information in Social Media Data
R Dorn, AL Nobles, M Rouhizadeh , M Dredze
arXiv preprint
Analysis of Primary Care Provider (PCP) EHR Notes for Discussions of Prediabetes using NLP Methods
Eva Tseng, Jessica L. Schwartz, Masoud Rouhizadeh , Nisa M. Maruthur
Journal of Diabetes (supplement)
Patient trajectories and risk factors for severe outcomes among persons hospitalized for COVID-19 in the Maryland/DC region
B. Garibaldi, J. Fiksel, J. Muschelli, Matthew L Robinson, M. Rouhizadeh , P. Nagy, J. Gray, H. Malapati, M. Ghobadi-Krueger, T. Niessen, B. Soo Kim, P. Hill, M.S. Ahmed, E. Dobkin, R. Blanding, J. Abele, B. Woods, K. Harkness, D. Thiemann, M.G. Bowring, A. Shah, M.C. Wang, K. Bandeen-Roche, A. Rosen, S. Zeger, A. Gupta
medRxiv
Assessing the Impact of Social Needs and Social Determinants of Health on Healthcare Utilization: Using Patient and Community Level Data
Elham Hatef, Xiaomeng Ma, Masoud Rouhizadeh , Gurmehar Singh, Jonathan Weiner, Hadi Kharrazi
Journal of Population Health Management
[2019]
Language Impairment in Adults with End-stage Liver Disease: a Novel Application of Natural Language Processing
Lindsay Dickerson, Masoud Rouhizadeh , Allan Massie, Mara McAdams-Demarco, Mary Grace Bowring, Dorry Segev, Alicia Cannon, Anthony Guerrerio, Po-Hung Chen, Benjamin Philosophe, Douglas Mogul
Nature Digital Medicine
Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models
Andriy Mulyar, Elliot Schumacher, Masoud Rouhizadeh , Mark Dredze
NeurIPS 2019
Assessing the Availability of Social and Behavioral Determinants Data in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multi-Level Healthcare System
Elham Hatef, Masoud Rouhizadeh , Iddrisu Tia, Elyse Lasser, Felicia Hill-Briggs Jill Marsteller, Hadi Kharrazi
JMIR Medical Informatics Journal
Experiments with Pre-Trained Deep Neural Language Models for Clinical NLP: Concept Linking and Semantic Similarity
Andriy Mulyar, Elliot Schumacher, Masoud Rouhizadeh , Chris Chute, Mark Dredze
2019 National NLP Clinical Challenges (N2C2) Workshop
Use of Natural Language Processing (NLP) to Identify Neurocognitive Deficits in End-Stage Liver Disease
Lindsay Dickerson, Masoud Rouhizadeh , Mary Bowring, Douglas Mogul
American Journal of Transplantation Vol. 19 - Poster of Distinction
Language Impairment in Adults with End-Stage Liver Disease: a Novel Application of Tools from Natural Language Processing
Lindsay Dickerson, Masoud Rouhizadeh , Allan Massie, Mara McAdams-Demarco, Mary Grace Bowring, Dorry Segev, Alicia Cannon, Anthony Guerrerio, Po-Hung Chen, Benjamin Philosophe, Douglas Mogul
Gastroenterology Journal . Volume 156, Issue 6
[2018]
Identifying Locus of Control in Social Media Language
Masoud Rouhizadeh , Kokil Jaidka, Laura Smith, H. Andrew Schwartz, Anneke Buffone, Lyle H. Ungar
EMNLP 2018
Identifying Social Determinants of Health from Clinical Notes: a Rule-Based Approach
Masoud Rouhizadeh , Elham Hatef, Mark Dredze, Christopher Chute, Hadi Kharrazi
AMIA NLP working group pre-symposium
A Guide to Using Data from Johns Hopkins Epic Electronic Health Record for Behavioral, Social and Systems Science Research
Hadi Kharrazi, Elham Hatef, Elyse Lasser, Bonnie Woods, Masoud Rouhizadeh , Julia Kim, Lisa DeCamp
JHU ICTR Executive Summary
Modeling and Visualizing Locus of Control with Facebook Language
Kokil Jaidka, Anneke Buffone, Johannes Eichstaedt, Masoud Rouhizadeh
AAAI Conference on Web and Social Media (ICWSM-18)
Homicidal and suicidal ideation as a chief complaint: considering the influence of news events using a large, de-identified electronic medical record dataset
Michelle S. Horner, Masoud Rouhizadeh
Society for Prevention Research
A Rule-based Approach to Determining Pregnancy Time-frame from Contextual Social Media Postings
Masoud Rouhizadeh , Arjun Magge, Ari Klein, Abeed Sarker, and Graciela Gonzalez
ACM Digital Health
[2017]
Assessing Objective Recommendation Quality through Political Forecasting
H. Andrew Schwartz, Masoud Rouhizadeh , Michael Bishop, Philip Tetlock, Barbara Mellers, and Lyle Ungar
EMNLP 2017
Detecting Personal Medication Intake in Twitter: An Annotated Corpus and Baseline Classification System
Ari Z. Klein, Abeed Sarker, Masoud Rouhizadeh , Karen O'Connor, Graciela Gonzalez
BioNLP 2017
Detecting Gestation Period Using Social Media Data Analysis
Masoud Rouhizadeh , Arjun Magge, Ari Klein, Abeed Sarker, and Graciela Gonzalez
Penn Biomedical Postdoctoral Research Symposium
Deriving Verb Predicates By Clustering Verbs with Arguments
Joao Sedoc, Derry Wijaya, Masoud Rouhizadeh , Andy Schwartz, Lyle Ungar
arXiv only
[2016]
[2015]
[2014]
Computational Analysis of Trajectories of Linguistic Development in Autism
Emily Prud'hommeaux, Eric Morley, Masoud Rouhizadeh , Laura Silverman, Jan van Santen, Brian Roark, Richard Sproat, Sarah Kauper, and Rachel DeLaHunta
IEEE Spoken Language Technology (SLT)
Detecting Linguistic Restricted Interests in Autism Using Distributional Semantic Models
Masoud Rouhizadeh , Emily Prud'hommeaux, Jan van Santen, and Richard Sproat
Computational Linguistics and Clinical Psychology
Discourse Marker Use in ASD and Typical Development
Masoud Rouhizadeh , Jan van Santen, Richard Sproat, Kyle Gorman, Peter Heeman, Alison Presmanes Hill, Steven Bedrick, Emily Tucker Prud’hommeaux, Géza Kiss
Pacific Northwest NLP Workshop
Children's Differing Patterns of Discourse Marker Use in ASD and Typical Development
Masoud Rouhizadeh , Jan van Santen, Richard Sproat, Peter Heeman, Alison Presmanes Hill, Steven Bedrick, and Emily Prud'hommeaux
IMFAR 2014
[2013]
[2012]
[2011]
Collecting Semantic Information for Locations in the Scenario-Based Lexical Knowledge Resource of a Text-to-Scene Conversion System
Masoud Rouhizadeh , Bob Coyne, Richard Sproat
Lecture Notes in Computer Science , Volume 6884, Springer
Compound Verbs in Persian Wordnet
Niloofar Mansoory, Mehrnoush Shamsfard, Masoud Rouhizadeh
International Journal of Lexicography 25 (1), 50-67
Collecting Semantic Data by Mechanical Turk for the Lexical Knowledge Resource of a Text-to-Picture Generating System
Masoud Rouhizadeh , Margit Bowler, Richard Sproat, Bob Coyne
IWCS 2011
Collecting Spatial Information for Locations in a Text-to-Scene Conversion System
Masoud Rouhizadeh , Daniel Bauer, Bob Coyne, Owen Rambow, Richard Sproat
Computational Models for Spatial Languages (CogSci)
An Overview of Text-to-Scene Conversion Systems
Masoud Rouhizadeh
Center for Spoken Language Understanding | OHSU
[2010]
[2008]
Building a WordNet for Persian Verbs
Masoud Rouhizadeh , Mehrnoush Shamsfard, Mahsa Yarmohammadi
Global WordNet Conference
SBUQA Question Answering System
Mahsa Yarmohammadi, Mehrnoush Shamsfard, Mahshid Yarmohammadi, Masoud Rouhizadeh
Communications in Computer and Information Science , Volume 6, Springer
Using WordNet in Extracting the Final Answer from Retrieved Documents in a Question Answering System
Mahsa Yarmohammadi, Mehrnoush Shamsfard, Mahshid Yarmohammadi, Masoud Rouhizadeh
Global WordNet Conference
[2007]