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Dive into the research topics where Gondy Augusta Leroy is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Health Information Technology to Support Autism Spectrum Disorders (ASD) Risk Assessment for Early Diagnosis
Leroy, G. A. (PI)
Project: Research project
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Audio Generation and Optimization from Existing Resources for Patient Education
Leroy, G. A. (PI)
Project: Research project
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Large-scale evaluation of text features affecting perceived and actual text diffi
Leroy, G. A. (CoPI)
Project: Research project
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Deep learning for autism detection using clinical notes: A comparison of transfer learning for a transparent and black-box approach
Leroy, G., Bisht, P., Kandula, S. M., Maltman, N. & Rice, S., Feb 2026, In: Artificial intelligence in medicine. 172, 103318.Research output: Contribution to journal › Article › peer-review
Open Access -
Automated Feedback Loops to Protect Text Simplification with Generative AI from Information Loss
Nandiraju, A. K. S. K., Leroy, G., Kauchak, D. & Ahmed, A., 2025, Intelligent Systems and Applications - Proceedings of the 2025 Intelligent Systems Conference IntelliSys. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 501-513 13 p. (Lecture Notes in Networks and Systems; vol. 1567 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Coherence and comprehensibility: Large language models predict lay understanding of health-related content
Cohen, T., Xu, W., Guo, Y., Pakhomov, S. & Leroy, G., Jan 2025, In: Journal of Biomedical Informatics. 161, 104758.Research output: Contribution to journal › Article › peer-review
Open Access -
Comparative Evaluation of Text and Audio Simplification: A Methodological Replication Study
Barai, P., Leroy, G. & Ahmed, A., 2025, In: Communications of the Association for Information Systems. 57Research output: Contribution to journal › Article › peer-review
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Enhancing Text Datasets With Scaling and Targeting Data Augmentation to Improve BERT-Based Machine Learners
Woolsey, C., Leroy, G. & Maltman, N., Aug 15 2025, In: Expert Systems With Applications. 286, 128151.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations
Datasets
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Text Simplification: Impact of Noun Phrase Length on Sentence Difficulty
Leroy, G. (Creator), University of Arizona Research Data Repository, 2022
DOI: 10.25422/azu.data.21357498.v1, https://arizona.figshare.com/articles/dataset/Text_Simplification_Impact_of_Noun_Phrase_Length_on_Sentence_Difficulty/21357498/1
Dataset
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Text Simplification: Impact of Noun Phrase Length on Sentence Difficulty
Leroy, G. (Creator), University of Arizona Research Data Repository, 2022
DOI: 10.25422/azu.data.21357498, https://arizona.figshare.com/articles/dataset/Text_Simplification_Impact_of_Noun_Phrase_Length_on_Sentence_Difficulty/21357498
Dataset