Masoud Rouhizadeh

38 papers A* 3A 1B 1C 1Misc 3Journal 17Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond metrics to methods: a scoping review of transformers and large language models for detection of social drivers of health in clinical notes. J. Am. Medical Informatics Assoc. Ahmed Farrag, Ahmed Soliman, Elham Hatef, Amie J. Goodin, Masoud Rouhizadeh
2026	J	`jnl`	LLM-Augmented Therapy Normalization and Aspect-Based Sentiment Analysis for Treatment-Resistant Depression on Reddit. CoRR Yuxin Zhu, Sahithi Lakamana, Masoud Rouhizadeh, Selen Bozkurt, Rachel Hershenberg, Abeed Sarker
2025	J	`jnl`	Enhancing suicidal behavior detection in EHRs: A multi-label NLP framework with transformer models and semantic retrieval-based annotation. J. Biomed. Informatics Kimia Zandbiglari, Shobhan Kumar, Muhammad Bilal, Amie J. Goodin, Masoud Rouhizadeh
2025	J	`jnl`	LLMCARE: Alzheimer's Detection via Transformer Models Enhanced by LLM-Generated Synthetic Data. CoRR Ali Zolnour, Hossein Azadmaleki, Yasaman Haghbin, Fatemeh Taherinezhad, Mohamad Javad Momeni Nezhad, Sina Rashidi, Masoud Khani, Amirsajjad Taleban, Samin Mahdizadeh Sani, Maryam Dadkhah, James M. Noble, Suzanne Bakken, Yadollah Yaghoobzadeh, Abdol-Hossein Vahabie, Masoud Rouhizadeh, Maryam Zolnoori
2025	J	`jnl`	LLMCARE: early detection of cognitive impairment via transformer models enhanced by LLM-generated synthetic data. Frontiers Artif. Intell. Ali Zolnour, Hossein Azadmaleki, Yasaman Haghbin, Fatemeh Taherinezhad, Mohamad Javad Momeni Nezhad, Sina Rashidi, Masoud Khani, Amirsajjad Taleban, Samin Mahdizadeh Sani, Maryam Dadkhah, James M. Noble, Suzanne Bakken, Yadollah Yaghoobzadeh, Abdol-Hossein Vahabie, Masoud Rouhizadeh, Maryam Zolnoori
2023	J	`jnl`	A risk identification model for detection of patients at risk of antidepressant discontinuation. Frontiers Artif. Intell. Ali Zolnour, Christina E. Eldredge, Anthony Faiola, Yadollah Yaghoobzadeh, Masoud Khani, Doreen Foy, Maxim Topaz, Hadi Kharrazi, Kin Wah Fung, Paul A. Fontelo, Anahita Davoudi, Azade Tabaie, Scott A. Breitinger, Tyler S. Oesterle, Masoud Rouhizadeh, Zahra Zonnor, Hans Moen, Timothy B. Patrick, Maryam Zolnoori
2023	J	`jnl`	An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C). J. Am. Medical Informatics Assoc. Sijia Liu, Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Robert T. Miller, Andrew E. Williams, Daniel R. Harris, Ramakanth Kavuluru, Mei Liu, Noor Abu-El-Rub, Dalton Schutte, Rui Zhang, Masoud Rouhizadeh, John D. Osborne, Yongqun He, Umit Topaloglu, Stephanie S. Hong, Joel H. Saltz, Thomas Schaffter, Emily R. Pfaff, Christopher G. Chute, Tim Duong, Melissa A. Haendel, Rafael Fuentes, Peter Szolovits, Hua Xu, Hongfang Liu
2023	J	`jnl`	Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes. J. Am. Medical Informatics Assoc. Ruba Sajdeya, Mamoun T. Mardini, Patrick James Tighe, Ronald L. Ison, Chen Bai, Sebastian Jugl, Gao Hanzhi, Kimia Zandbiglari, Farzana Islam Adiba, Almut G. Winterstein, Thomas A Pearson, Robert L. Cook, Masoud Rouhizadeh
2023	J	`jnl`	Representing and utilizing clinical textual data for real world studies: An OHDSI approach. J. Biomed. Informatics Vipina Kuttichi Keloth, Juan M. Banda, Michael J. Gurley, Paul M. Heider, Georgina Kennedy, Hongfang Liu, Feifan Liu, Timothy Miller, Karthik Natarajan, Olga V. Patterson, Yifan Peng, Kalpana Raja, Ruth M. Reeves, Masoud Rouhizadeh, Jianlin Shi, Xiaoyan Wang, Yanshan Wang, Wei-Qi Wei, Andrew E. Williams, Rui Zhang, Rimma Belenkaya, Christian G. Reich, Clair Blacketer, Patrick B. Ryan, George Hripcsak, Noémie Elhadad, Hua Xu
2022	Misc	`conf`	Application of Natural Language Processing to Identify Social Needs from The Electronic Health Record's Free-Text Notes. AMIA Geoffrey M. Gray, Luis M. Ahumada, Ayah Zirikly, Masoud Rouhizadeh, Thomas Richards, Elham Hatef
2021	J	`jnl`	An Open Natural Language Processing Development Framework for EHR-based Clinical Research: A case demonstration using the National COVID Cohort Collaborative (N3C). CoRR Sijia Liu, Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Robert T. Miller, Andrew E. Williams, Daniel R. Harris, Ramakanth Kavuluru, Mei Liu, Noor Abu-El-Rub, Rui Zhang, John D. Osborne, Masoud Rouhizadeh, Yongqun He, Emily R. Pfaff, Christopher G. Chute, Tim Duong, Melissa A. Haendel, Rafael Fuentes, Peter Szolovits, Hua Xu, Hongfang Liu
2021	Misc	`conf`	Assessing the Documentation of Social Needs in Electronic Health Records' Unstructured Data: A Collaboration of Johns Hopkins Health System and Kaiser Permanente. AMIA Elham Hatef, Masoud Rouhizadeh, Claudia Nau, Fagen Xie, Ariadna Padilla, Lindsay Joe Lyons, Christopher Rouillard, Mahmoud Abu-Nasser, Hadi Kharrazi, Jonathan P. Weiner, Douglas Roblin
2021	J	`jnl`	COVID-19 SignSym: a fast adaptation of a general clinical NLP tool to identify and normalize COVID-19 signs and symptoms to OMOP common data model. J. Am. Medical Informatics Assoc. Jingqi Wang, Noor Abu-El-Rub, Josh Gray, Huy Anh Pham, Yujia Zhou, Frank J. Manion, Mei Liu, Xing Song, Hua Xu, Masoud Rouhizadeh, Yaoyun Zhang
2021	C	`conf`	Persian SemCor: A Bag of Word Sense Annotated Corpus for the Persian Language. GWC Hossein Rouhizadeh, Mehrnoush Shamsfard, Mahdi Dehghan, Masoud Rouhizadeh
2021	J	`jnl`	Persian-WSD-Corpus: A Sense Annotated Corpus for Persian All-words Word Sense Disambiguation. CoRR Hossein Rouhizadeh, Mehrnoush Shamsfard, Vahideh Tajalli, Masoud Rouhizadeh
2020	J	`jnl`	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. CoRR Jingqi Wang, Huy Anh Pham, Frank J. Manion, Masoud Rouhizadeh, Yaoyun Zhang
2020	J	`jnl`	Examining the Feasibility of Off-the-Shelf Algorithms for Masking Directly Identifiable Information in Social Media Data. CoRR Rachel Dorn, Alicia L. Nobles, Masoud Rouhizadeh, Mark Dredze
2019	—	`conf`	Knowledge-Based Word Sense Disambiguation with Distributional Semantic Expansion. WNLP@ACL Hossein Rouhizadeh, Mehrnoush Shamsfard, Masoud Rouhizadeh
2019	J	`jnl`	Language impairment in adults with end-stage liver disease: application of natural language processing towards patient-generated health records. npj Digit. Medicine Lindsay K. Dickerson, Masoud Rouhizadeh, Yelena Korotkaya, Mary Grace Bowring, Allan B. Massie, Mara A. McAdams-Demarco, Dorry Segev, Alicia Cannon, Anthony L. Guerrerio, Po-Hung Chen, Benjamin N. Philosophe, Douglas B. Mogul
2019	J	`jnl`	Phenotyping of Clinical Notes with Improved Document Classification Models Using Contextualized Neural Language Models. CoRR Andriy Mulyar, Elliot Schumacher, Masoud Rouhizadeh, Mark Dredze
2018	—	`conf`	A Rule-based Approach to Determining Pregnancy Timeframe from Contextual Social Media Postings. DH Masoud Rouhizadeh, Arjun Magge, Ari Z. Klein, Abeed Sarker, Graciela Gonzalez
2018	A*	`conf`	Identifying Locus of Control in Social Media Language. EMNLP Masoud Rouhizadeh, Kokil Jaidka, Laura Smith, H. Andrew Schwartz, Anneke Buffone, Lyle H. Ungar
2018	A	`conf`	Modeling and Visualizing Locus of Control with Facebook Language. ICWSM Kokil Jaidka, Anneke Buffone, Johannes C. Eichstaedt, Masoud Rouhizadeh, Lyle H. Ungar
2017	A*	`conf`	Assessing Objective Recommendation Quality through Political Forecasting. EMNLP H. Andrew Schwartz, Masoud Rouhizadeh, Michael Bishop, Philip Tetlock, Barbara A. Mellers, Lyle H. Ungar
2017	J	`jnl`	Deriving Verb Predicates By Clustering Verbs with Arguments. CoRR João Sedoc, Derry Wijaya, Masoud Rouhizadeh, Andy Schwartz, Lyle H. Ungar
2017	—	`conf`	Detecting Personal Medication Intake in Twitter: An Annotated Corpus and Baseline Classification System. BioNLP Ari Z. Klein, Abeed Sarker, Masoud Rouhizadeh, Karen O'Connor, Graciela Gonzalez
2016	A*	`conf`	Using Syntactic and Semantic Context to Explore Psychodemographic Differences in Self-reference. EMNLP Masoud Rouhizadeh, Lyle H. Ungar, Anneke Buffone, H. Andrew Schwartz
2015	—	`conf`	Measuring idiosyncratic interests in children with autism. ACL (2) Masoud Rouhizadeh, Emily Prud'hommeaux, Jan P. H. van Santen, Richard Sproat
2015	—	`conf`	Similarity Measures for Quantifying Restrictive and Repetitive Behavior in Conversations of Autistic Children. CLPsych@HLT-NAACL Masoud Rouhizadeh, Richard Sproat, Jan P. H. van Santen
2014	—	`conf`	Computational analysis of trajectories of linguistic development in autism. SLT Emily Prud'hommeaux, Eric Morley, Masoud Rouhizadeh, Laura Silverman, Jan P. H. van Santen, Brian Roark, Richard Sproat, Sarah Kauper, Rachel DeLaHunta
2014	—	`conf`	Detecting linguistic idiosyncratic interests in autism using distributional semantic models. CLPsych@ACL Masoud Rouhizadeh, Emily Prud'hommeaux, Jan P. H. van Santen, Richard Sproat
2013	—	`conf`	Distributional semantic models for the evaluation of disordered language. HLT-NAACL Masoud Rouhizadeh, Emily Tucker Prud'hommeaux, Brian Roark, Jan P. H. van Santen
2012	B	`conf`	Annotation Tools and Knowledge Representation for a Text-To-Scene System. COLING Bob Coyne, Alex Klapheke, Masoud Rouhizadeh, Richard Sproat, Daniel Bauer
2012	—	`conf`	Automatic detection of pragmatic deficits in children with autism. WOCCI Emily Prud'hommeaux, Masoud Rouhizadeh
2011	—	`conf`	Collecting Semantic Data from Mechanical Turk for a Lexical Knowledge Resource in a Text to Picture Generating System. IWCS Masoud Rouhizadeh, Margit Bowler, Richard Sproat, Bob Coyne
2011	—	`conf`	Collecting Semantic Information for Locations in the Scenario-Based Lexical Knowledge Resource of a Text-to-Scene Conversion System. KES (4) Masoud Rouhizadeh, Bob Coyne, Richard Sproat
2010	—	`conf`	Data collection and normalization for building the Scenario-Based Lexical Knowledge Resource of a text-to-scene conversion system. SMAP Masoud Rouhizadeh, Margit Bowler, Richard Sproat, Bob Coyne
2008	Misc	`conf`	SBUQA Question Answering System. CSICC Mahsa Arab Yarmohammadi, Mehrnoush Shamsfard, Mahshid A. Yarmohammadi, Masoud Rouhizadeh