Gondy Leroy - RankMe

116 papers A* 1B 3C 2Misc 26Journal 49Unranked 34

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep learning for autism detection using clinical notes: A comparison of transfer learning for a transparent and black-box approach. Artif. Intell. Medicine Gondy Leroy, Prakash Bisht, Sai Madhuri Kandula, Nell Maltman, Sydney A Rice
2025	J	`jnl`	Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation. CoRR Yue Guo, Jae Ho Sohn, Gondy Leroy, Trevor Cohen
2025	J	`jnl`	Automated Feedback Loops to Protect Text Simplification with Generative AI from Information Loss. CoRR Abhay Kumara Sri Krishna Nandiraju, Gondy Leroy, David Kauchak, Arif Ahmed
2025	J	`jnl`	Coherence and comprehensibility: Large language models predict lay understanding of health-related content. J. Biomed. Informatics Trevor Cohen, Weizhe Xu, Yue Guo, Serguei Pakhomov, Gondy Leroy
2025	J	`jnl`	Comparative Evaluation of Text and Audio Simplification: A Methodological Replication Study. Commun. Assoc. Inf. Syst. Prosanta Barai, Gondy Leroy, Arif Ahmed
2025	J	`jnl`	Comparative Evaluation of Text and Audio Simplification: A Methodological Replication Study. CoRR Prosanta Barai, Gondy Leroy, Arif Ahmed
2025	J	`jnl`	Deep learning for autism detection using clinical notes: A comparison of transfer learning for a transparent and black-box approach. CoRR Gondy Leroy, Prakash Bisht, Sai Madhuri Kandula, Nell Maltman, Sydney A Rice
2025	J	`jnl`	Enhancing Text Datasets With Scaling and Targeting Data Augmentation to Improve BERT-Based Machine Learners. Expert Syst. Appl. Chancellor R. Woolsey, Gondy Leroy, Nell Maltman
2024	A*	`conf`	APPLS: Evaluating Evaluation Metrics for Plain Language Summarization. EMNLP Yue Guo, Tal August, Gondy Leroy, Trevor Cohen, Lucy Lu Wang
2024	J	`jnl`	Crowdsourcing with Enhanced Data Quality Assurance: An Efficient Approach to Mitigate Resource Scarcity Challenges in Training Large Language Models for Healthcare. CoRR Prosanta Barai, Gondy Leroy, Prakash Bisht, Joshua M. Rothman, Sumi Lee, Jennifer G. Andrews, Sydney A Rice, Arif Ahmed
2024	—	`conf`	Diffusion Models for Image Generation to Enhance Health Literacy. ICHI Chancellor R. Woolsey, Skye Miller, David Kauchak, Philip Harber, Steven Rains, Gondy Leroy
2024	J	`jnl`	Effects of Added Emphasis and Pause in Audio Delivery of Health Information. CoRR Arif Ahmed, Gondy Leroy, Stephen A. Rains, Philip Harber, David Kauchak, Prosanta Barai
2024	—	`conf`	ICD Codes are Insufficient to Create Datasets for Machine Learning: An Evaluation Using All of Us Data for Coccidioidomycosis and Myocardial Infarction. ICHI Abigail E. Whitlock, Gondy Leroy, Fariba M. Donovan, John N. Galgiani
2024	J	`jnl`	ICD Codes are Insufficient to Create Datasets for Machine Learning: An Evaluation Using All of Us Data for Coccidioidomycosis and Myocardial Infarction. CoRR Abigail E. Whitlock, Gondy Leroy, Fariba M. Donovan, John N. Galgiani
2024	—	`conf`	Influence of Audio Speech Rate and Source Text Difficulty on Health Information Comprehension and Retention. HICSS Arif Ahmed, Gondy Leroy, Sumi Lee, Philip Harber, David Kauchak, Stephen A. Rains, Prosanta Barai
2024	J	`jnl`	Introduction to the special issue on smart and connected health. Inf. Manag. Zhijun Yan, Gondy Leroy, Qiuju Yin, Nicholas R. Hardiker, Dongsong Zhang
2024	J	`jnl`	Retrieval augmentation of large language models for lay language generation. J. Biomed. Informatics Yue Guo, Wei Qiu, Gondy Leroy, Sheng Wang, Trevor Cohen
2024	J	`jnl`	Role of Dependency Distance in Text Simplification: A Human vs ChatGPT Simplification Comparison. CoRR Sumi Lee, Gondy Leroy, David Kauchak, Melissa Just
2024	J	`jnl`	Special Section: Information Technology to Improve Mental Health. J. Manag. Inf. Syst. Corey Angst, Alan R. Dennis, Elena Karahanna, Gondy Leroy
2024	J	`jnl`	Text and Audio Simplification: Human vs. ChatGPT. CoRR Gondy Leroy, David Kauchak, Philip Harber, Ankit Pal, Akash Shukla
2024	J	`jnl`	Transparent deep learning to identify autism spectrum disorders (ASD) in EHR using clinical notes. J. Am. Medical Informatics Assoc. Gondy Leroy, Jennifer G. Andrews, Madison Kealohi-Preece, Ajay Jaswani, Hyunju Song, Maureen K. Galindo, Sydney A Rice
2024	J	`jnl`	Utilizing Large Language Models to Generate Synthetic Data to Increase the Performance of BERT-Based Neural Networks. CoRR Chancellor R. Woolsey, Prakash Bisht, Joshua M. Rothman, Gondy Leroy
2023	J	`jnl`	APPLS: A Meta-evaluation Testbed for Plain Language Summarization. CoRR Yue Guo, Tal August, Gondy Leroy, Trevor Cohen, Lucy Lu Wang
2023	J	`jnl`	Introduction to the Special Issue on Design and Data Science Research in Healthcare. ACM Trans. Manag. Inf. Syst. Gondy Leroy, Bengisu Tulu, Xiao Liu
2022	—	`conf`	Audio delivery of health information: An NLP study of information difficulty and bias in listeners. CENTERIS/ProjMAN/HCist Arif Ahmed, Gondy Leroy, Han Yu Lu, David Kauchak, Jeff Stone, Philip Harber, Stephen A. Rains, Prashant Mishra, Bhumi Chitroda
2022	J	`jnl`	CELLS: A Parallel Corpus for Biomedical Lay Language Generation. CoRR Yue Guo, Wei Qiu, Gondy Leroy, Sheng Wang, Trevor Cohen
2022	—	`conf`	Health Information Delivery Using Audio. ICHI Arif Ahmed, Gondy Leroy
2021	J	`jnl`	Comparison of women and men in biomedical informatics scientific dissemination: retrospective observational case study of the AMIA Annual Symposium: 2017-2020. J. Am. Medical Informatics Assoc. Andrea L. Hartzler, Gondy Leroy, Brenda Daurelle, Magali Ochoa, Jeffrey Williamson, Dasha Cohen, Carole H. Stipelman
2021	Misc	`conf`	Incidence and Impact of Missing Functional Elements on Information Comprehension using Audio and Text. AMIA Gondy Leroy, David Kauchak, Nick Kloehn
2021	B	`conf`	Integrating Automated Biomedical Lexicon Creation for Valley Fever Diagnosis. CHASE Hyun-Ju Song, Yang Gu, Gondy Leroy, Fariba M. Donovan, John N. Galgiani
2020	—	`conf`	A Practical Tutorial Discussion the Evaluating ITArtifacts Using Controlled Experiments using the Design Science Framework. ICHI Gondy Leroy
2020	—	`conf`	A Web-Based Medical Text Simplification Tool. HICSS David Kauchak, Gondy Leroy
2020	B	`conf`	AutoMeTS: The Autocomplete for Medical Text Simplification. COLING Hoang Van, David Kauchak, Gondy Leroy
2020	J	`jnl`	AutoMeTS: The Autocomplete for Medical Text Simplification. CoRR Hoang Van, David Kauchak, Gondy Leroy
2020	—	`conf`	Large-scale Analysis of Free-Text Data for Mental Health Surveillance with Topic Modelling. AMCIS Yang Gu, Gondy Leroy
2020	—	`conf`	Use of Conventional Machine Learning to Optimize Deep Learning Hyper-parameters for NLP Labeling Tasks. HICSS Yang Gu, Gondy Leroy
2019	Misc	`conf`	2018 Salary Survey of AMIA Members: Factors Associated with Higher Salaries. AMIA Yan Cheng, April F. Mohanty, Omolola Ogunyemi, Catherine Arnott-Smith, Gondy Leroy, Qing T. Zeng
2019	B	`conf`	Evaluating Artifacts Using Experiments as Part of the Design Science Framework. RCIS Gondy Leroy
2019	—	`ed.`	Extending the Boundaries of Design Science Theory and Practice - 14th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2019, Worcester, MA, USA, June 4-6, 2019, Proceedings DESRIST Bengisu Tulu, Soussan Djamasbi, Gondy Leroy
2019	C	`conf`	Mechanisms for Automatic Training Data Labeling for Machine Learning. ICIS Yang Gu, Gondy Leroy
2019	Misc	`conf`	Predicting Transition Words Between Sentences for English and Spanish Medical Text. AMIA David Kauchak, Gondy Leroy, Menglu Pei, Sonia Colina
2019	J	`jnl`	Using Lexical Chains to Identify Text Difficulty: A Corpus Statistics and Classification Study. IEEE J. Biomed. Health Informatics Partha Mukherjee, Gondy Leroy, David Kauchak
2018	Misc	`conf`	Optimizing Corpus Creation for Training Word Embedding in Low Resource Domains: A Case Study in Autism Spectrum Disorder (ASD). AMIA Yang Gu, Gondy Leroy, Sydney Pettygrove, Maureen K. Galindo, Margaret Kurzius-Spencer
2017	C	`conf`	Automated Lexicon and Feature Construction Using Word Embedding and Clustering for Classification of ASD Diagnoses Using EHR. NLDB Gondy Leroy, Yang Gu, Sydney Pettygrove, Margaret Kurzius-Spencer
2017	Misc	`conf`	Creating a Corpus Resource for Text Simplification R & D. AMIA Debra Revere, Partha Mukherjee, David Kauchak, Gondy Leroy
2017	J	`jnl`	Measuring text difficulty using parse-tree frequency. J. Assoc. Inf. Sci. Technol. David Kauchak, Gondy Leroy, Alan Hogue
2017	J	`jnl`	NegAIT: A new parser for medical text simplification using morphological, sentential and double negation. J. Biomed. Informatics Partha Mukherjee, Gondy Leroy, David Kauchak, Srinidhi Rajanarayanan, Damian Y. Romero Diaz, Nicole P. Yuan, T. Gail Pritchard, Sonia Colina
2017	Misc	`conf`	Spanish Text Simplification Using Term Familiarity: Applying Principles from English Text Simplification. AMIA Gondy Leroy, Brianda Armenta Navarrete, Sonia Colina, David Kauchak
2017	Misc	`conf`	The Role of Surface, Semantic and Grammatical Features on Simplification of Spanish Medical Texts: A User Study. AMIA Partha Mukherjee, Gondy Leroy, David Kauchak, Brianda Armenta Navarrete, Damian Y. Romero Diaz, Sonia Colina
2017	Misc	`conf`	When synonyms are not enough: Optimal parenthetical insertion for text simplification. AMIA Yang Gu, Gondy Leroy, David Kauchak
2016	Misc	`conf`	Grammar frequency and simplification: when intuition fails. AMIA David Kauchak, Gondy Leroy, Melissa Just
2016	J	`jnl`	Moving Beyond Readability Metrics for Health-Related Text Simplification. IT Prof. David Kauchak, Gondy Leroy
2016	Misc	`conf`	Reviewing Asthma-related Grey Literature and Personal Opinions on Twitter using LDA and CTM Clustering. AMIA Gondy Leroy, Joe Koolippurackal, Shikha Swami, Philip Harber
2014	J	`jnl`	A decision support system: Automated crime report analysis and classification for e-government. Gov. Inf. Q. Chih Hao Ku, Gondy Leroy
2014	Misc	`conf`	Does Query Expansion Limit Our Learning? A Comparison of Social-Based Expansion to Content-Based Expansion for Medical Queries on the Internet. AMIA Christopher Pentoney, Jeffrey Harwell, Gondy Leroy
2014	—	`conf`	Overview of the ShARe/CLEF eHealth Evaluation Lab 2014. CLEF Liadh Kelly, Lorraine Goeuriot, Hanna Suominen, Tobias Schreck, Gondy Leroy, Danielle L. Mowery, Sumithra Velupillai, Wendy W. Chapman, David Martínez, Guido Zuccon, João R. M. Palotti
2014	J	`jnl`	Smart and Connected Health [Guest editors' introduction]. IEEE Intell. Syst. Gondy Leroy, Hsinchun Chen, Thomas C. Rindflesch
2014	—	`conf`	Task 1 of the CLEF eHealth Evaluation Lab 2014. CLEF (Working Notes) Hanna Suominen, Tobias Schreck, Gondy Leroy, Harry Hochheiser, Lorraine Goeuriot, Liadh Kelly, Danielle L. Mowery, Jaume Nualart, Gabriela Ferraro, Daniel A. Keim
2014	—	`conf`	Text Simplification Tools: Using Machine Learning to Discover Features that Identify Difficult Text. HICSS David Kauchak, Obay Mouradi, Christopher Pentoney, Gondy Leroy
2014	Misc	`conf`	Using Natural Language Processing for Autism Trigger Extraction. AMIA Gondy Leroy, Margaret Kurzius-Spencer, Sydney Pettygrove
2014	—	`conf`	We Know Where You Are Tweeting From: Assigning a Type of Place to Tweets Using Natural Language Processing and Random Forests. BigData Congress Abdulkareem Alsudais, Gondy Leroy, Anthony Corso
2013	J	`jnl`	A user-study measuring the effects of lexical simplification and coherence enhancement on perceived and actual text difficulty. Int. J. Medical Informatics Gondy Leroy, David Kauchak, Obay Mouradi
2013	—	`conf`	Automated crime report analysis and classification for e-government and decision support. DG.O Chih Hao Ku, Gondy Leroy
2013	J	`jnl`	Development and evaluation of a biomedical search engine using a predicate-based vector space model. J. Biomed. Informatics Myungjae Kwak, Gondy Leroy, Jesse D. Martinez, Jeffrey Harwell
2013	—	`conf`	Influence of Text and Participant Characteristics on Perceived and Actual Text Difficulty. HICSS Obay Mouradi, Gondy Leroy, David Kauchak, James E. Endicott
2013	J	`jnl`	Smart Health and Wellbeing. ACM Trans. Manag. Inf. Syst. Christopher C. Yang, Gondy Leroy, Sophia Ananiadou
2012	Misc	`conf`	A Systematic Grammatical Analysis of Easy and Difficult Medical Text. AMIA David Kauchak, William Coster, Gondy Leroy
2012	—	`conf`	Combining NLP with evidence-based methods to find text metrics related to perceived and actual text difficulty. IHI Gondy Leroy, James E. Endicott
2012	Misc	`conf`	Comparison of Lay and Professional Search Diagrams with Implications for a Biomedical Search Engine Design. AMIA Jeffrey Harwell, Gondy Leroy, Myungjae Kwak, Jesse D. Martinez
2012	Misc	`conf`	Evidence of Using a Mobile Device for Communication with Children with Autism: Lessons Learned and Critical Obstacles. AMIA Gondy Leroy, Juliette Gutierrez, HyeKyeung Seung
2012	Misc	`conf`	Improving Perceived and Actual Text Difficulty for Health Information Consumers using Semi-Automated Methods. AMIA Gondy Leroy, James E. Endicott, Obay Mouradi, David Kauchak, Melissa Just
2012	Misc	`conf`	TASC - Crime report visualization for investigative analysis: A case study. IRI Chih Hao Ku, James H. Nguyen, Gondy Leroy
2011	J	`jnl`	A Smart-Phone Application and a Companion Website for the Improvement of the Communication Skills of Children with Autism: Clinical Rationale, Technical Development and Preliminary Results. J. Medical Syst. Gianluca De Leo, Carol Heins Gonzales, Padmaja Battagiri, Gondy Leroy
2011	J	`jnl`	A crime reports analysis system to identify related crimes. J. Assoc. Inf. Sci. Technol. Chih Hao Ku, Gondy Leroy
2011	—	`conf`	A pilot study of a predicate-based vector space model for a biomedical search engine. BIBM Workshops Myungjae Kwak, Gondy Leroy, Jesse D. Martinez
2011	J	`jnl`	Eliciting user requirements using Appreciative inquiry. Empir. Softw. Eng. Carol K. Gonzales, Gondy Leroy
2011	—	`conf`	Term Familiarity to Indicate Perceived and Actual Difficulty of Text in Medical Digital Libraries. ICADL Gondy Leroy, James E. Endicott
2010	—	`conf`	Integrating Environmental Science into Information Technology Content to Generate Student Interest. AMCIS Rondalynne McClintock, Yoonmi Lee, June K. Hilton, Brian N. Hilton, Gondy Leroy
2010	J	`jnl`	Perils of providing visual health information overviews for consumers with low health literacy or high stress. J. Am. Medical Informatics Assoc. Gondy Leroy, Trudi Miller
2010	—	`conf`	The Effects of Linguistic Features and Evaluation Perspective on Perceived Difficulty of Medical Text. HICSS Gondy Leroy, Stephen Helmreich, James R. Cowie
2010	J	`jnl`	The influence of text characteristics on perceived and actual difficulty of health information. Int. J. Medical Informatics Gondy Leroy, Stephen Helmreich, James R. Cowie
2009	J	`jnl`	A life-cycle perspective on online community success. ACM Comput. Surv. Alicia Iriberri, Gondy Leroy
2009	Misc	`conf`	Persuading Consumers to Form Precise Search Engine Queries. AMIA Gondy Leroy
2009	Misc	`conf`	Requirements engineering using appreciative inquiry for an online community of caregivers of children with autism. SAC Carol Heins Gonzales, Gondy Leroy, Gianluca De Leo
2008	J	`jnl`	A balanced approach to health information evaluation: A vocabulary-based naïve Bayes classifier and readability formulas. J. Assoc. Inf. Sci. Technol. Gondy Leroy, Trudi Miller, Graciela Rosemblat, Allen C. Browne
2008	—	`conf`	E-Transcript Web Services System Supporting Dynamic Conversion Between XML and EDI. AMCIS Myungjae Kwak, Woohyun Kang, Gondy Leroy, Samir Chatterjee
2008	—	`conf`	Enabling synergy between psychology and natural language processing for e-Government: crime reporting and investigative interview system. DG.O Alicia Iriberri, Chih Hao Ku, Gondy Leroy
2008	Misc	`conf`	Evaluating Online Health Information: Beyond Readability Formulas. AMIA Gondy Leroy, Stephen Helmreich, James R. Cowie, Trudi Miller, Wei Zheng
2008	—	`conf`	Natural language processing and e-Government: crime information extraction from heterogeneous data sources. DG.O Chih Hao Ku, Alicia Iriberri, Gondy Leroy
2008	J	`jnl`	Research Paper: Consumer Health Concepts That Do Not Map to the UMLS: Where Do They Fit? J. Am. Medical Informatics Assoc. Alla Keselman, Catherine Arnott-Smith, Guy Divita, Hyeoneui Kim, Allen C. Browne, Gondy Leroy, Qing Zeng-Treitler
2008	Misc	`conf`	Smartphones to facilitate communication and improve social skills of children with severe autism spectrum disorder: special education teachers as proxies. IDC Gianluca De Leo, Gondy Leroy
2008	—	`conf`	The Impact of Directionality in Predications on Text Mining. HICSS Gondy Leroy, Marcelo Fiszman, Thomas C. Rindflesch
2008	J	`jnl`	White Paper: Developing Informatics Tools and Strategies for Consumer-centered Health Communication. J. Am. Medical Informatics Assoc. Alla Keselman, Robert Logan, Catherine Arnott-Smith, Gondy Leroy, Qing Zeng-Treitler
2007	—	`conf`	A Classifier to Evaluate Language Specificity of Medical Documents. HICSS Trudi Miller, Gondy Leroy, Samir Chatterjee, Jie Fan, Brian Thoms
2007	—	`conf`	An Integrated Social Actor and Service Oriented Architecture (SOA) Approach for Improved Electronic Health Record (EHR) Privacy and Confidentiality in the US National Healthcare Information Network (NHIN). AMCIS Elliot B. Sloane, Gondy Leroy, Steven D. Sheetz
2007	J	`jnl`	An end user evaluation of query formulation and results review tools in three medical meta-search engines. Int. J. Medical Informatics Gondy Leroy, Jennifer Jie Xu, Wingyan Chung, Shauna Eggers, Hsinchun Chen
2007	J	`jnl`	Introduction to the special issue on decision support in medicine. Decis. Support Syst. Gondy Leroy, Hsinchun Chen
2007	Misc	`conf`	Natural Language Processing and e-Government: Extracting Reusable Crime Report Information. IRI Alicia Iriberri, Gondy Leroy
2007	—	`conf`	Predicting Crime Reporting with Decision Trees and the National Crime Victimization Survey. AMCIS Juliette Gutierrez, Gondy Leroy
2006	—	`conf`	Data Mining Techniques to Study Therapy Success with Autistic Children. DMIN Gondy Leroy, Annika Irmscher, Marjorie H. Charlop-Christy, Sarah Kuriakose, Alefiyah Pishori, Lorryana Wurzman, Aria Ash-Rafzadeh, Michelle Seffrood, Stephanie Buxton
2006	Misc	`conf`	Dynamic Generation of a Table of Contents with Consumer-Friendly Labels. AMIA Trudi Miller, Gondy Leroy, Elizabeth Wood
2006	Misc	`conf`	Health Information Text Characteristics. AMIA Gondy Leroy, Evren Eryilmaz, Benjamin T. Laroya
2006	—	`conf`	Reporting On-Campus Crime Online: User Intention to Use. HICSS Alicia Iriberri, Gondy Leroy, Nathan Garrett
2005	Misc	`conf`	Communication Software using Pictures for use with Pocket PCs. AMIA Gondy Leroy, John Huang, Serena Chuang, Marjorie H. Charlop-Christy
2005	—	`conf`	Digital libraries on handhelds for autistic children. JCDL Gondy Leroy, Serena Chuang, John Huang, Marjorie H. Charlop-Christy
2005	J	`jnl`	Effects of information and machine learning algorithms on word sense disambiguation with small datasets. Int. J. Medical Informatics Gondy Leroy, Thomas C. Rindflesch
2005	J	`jnl`	Genescene: An ontology-enhanced integration of linguistic and co-occurrence based relations in biomedical texts. J. Assoc. Inf. Sci. Technol. Gondy Leroy, Hsinchun Chen
2005	J	`jnl`	Non-Verbal Communication with Autistic Children using Digital Libraries. Bull. IEEE Tech. Comm. Digit. Libr. Gondy Leroy, John Huang, Serena Chuang, Marjorie H. Charlop-Christy
2004	—	`conf`	Using Symbolic Knowledge in the UMLS to Disambiguate Words in Small Datasets with a Naïve Bayes Classifier. MedInfo Gondy Leroy, Thomas C. Rindflesch
2003	J	`jnl`	A shallow parser based on closed-class words to capture relations in biomedical text. J. Biomed. Informatics Gondy Leroy, Hsinchun Chen, Jesse D. Martinez
2003	—	`conf`	Genescene: Biomedical Text And Data Mining. JCDL Gondy Leroy, Hsinchun Chen, Jesse D. Martinez, Shauna Eggers, Ryan R. Falsey, Kerri L. Kislin, Zan Huang, Jiexun Li, Jennifer Jie Xu, Daniel McDonald, T. Gavin Ng
2003	J	`jnl`	The use of dynamic context to improve casual internet searching. ACM Trans. Inf. Syst. Gondy Leroy, Ann M. Lally, Hsinchun Chen
2002	Misc	`conf`	Filling Preposition-Based Templates to Capture Information from Medical Abstracts. Pacific Symposium on Biocomputing Gondy Leroy, Hsinchun Chen
2002	—	`conf`	MedTextus: an intelligent web-based medical meta-search system. JCDL Bin Zhu, Gondy Leroy, Hsinchun Chen, Yongchi Chen
2001	J	`jnl`	Meeting medical terminology needs-the ontology-enhanced Medical Concept Mapper. IEEE Trans. Inf. Technol. Biomed. Gondy Leroy, Hsinchun Chen
1999	—	`conf`	Medical Information Access for the New Millenium: UMLS-enhanced Semantic Parsing and Personalized Medical Agent. ACM DL Kristin M. Tolle, Gondy Leroy, Robin R. Sewell, Ye Fang, Dmitri Roussinov, P. Zoë Stavri, Hsinchun Chen