Juan Antonio Lossio-Ventura

National Institutes of Health — United States

Biochemistry, Genetics and Molecular Biology · Life Sciences

15h-index693citations64works1.22yr avg
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Research Topics

Biomedical Text Mining and Ontologies(20), Semantic Web and Ontologies(18), Big Data and Business Intelligence(11), Topic Modeling(10), Advanced Text Analysis Techniques(10)

Publications64 total

Automated classification of exposure and encourage events in speech data from pediatric OCD treatment
JAMIA Open·2025Open Access
Neural and behavioral reinstatement jointly reflect retrieval of narrative events
Nature Communications·2025· 1 citedOpen Access
Harnessing Natural Language Processing for Automated Exposure Therapy Coding in Youth with OCD
2025Open Access
Harnessing Natural Language Processing for Automated Exposure Therapy Coding in Youth with OCD
2025Open Access
Dynamic effects of psychiatric vulnerability, loneliness and isolation on distress during the first year of the COVID-19 pandemic
Nature Mental Health·2025· 4 citedOpen Access
Information Management and Big Data
Communications in computer and information science·2025
Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts
2025· 1 citedOpen Access
5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion
2025Open Access
Using large language models to detect outcomes in qualitative studies of adolescent depression
Journal of the American Medical Informatics Association·2024· 8 citedOpen Access
Neural and behavioral reinstatement jointly reflect retrieval of narrative events
2024· 1 citedOpen Access
Outcomes that matter to depressed adolescents can be identified with large language models
2024Open Access
Dynamic effects of psychiatric vulnerability, loneliness, and social distancing on distress during the first year of the COVID-19 pandemic: Insights from a large-scale longitudinal study
2024Open Access
Information Management and Big Data
Communications in computer and information science·2024· 2 cited
Sentiment Analysis Test Dataset Created from Two COVID-19 Surveys: National Institutes of Health (NIH) and Stanford University
Figshare·2024Open Access
A Comparison of ChatGPT and Fine-Tuned Open Pre-Trained Transformers (OPT) Against Widely Used Sentiment Analysis Tools: Sentiment Analysis of COVID-19 Survey Data
JMIR Mental Health·2023· 62 citedOpen Access
Linking brain activity during viewing and recall of movie events through gaze behavior
Journal of Vision·2023· 1 citedOpen Access
A Comparison of ChatGPT and Fine-Tuned Open Pre-Trained Transformers (OPT) Against Widely Used Sentiment Analysis Tools: Sentiment Analysis of COVID-19 Survey Data (Preprint)
2023Open Access
Clinical concept recognition: Evaluation of existing systems on EHRs
Frontiers in Artificial Intelligence·2023· 8 citedOpen Access
Information Management and Big Data
Communications in computer and information science·2023· 2 citedOpen Access
Sentiment Analysis Test Dataset Created from Two COVID-19 Surveys: National Institute of Health (NIH) and Stanford University
Figshare·2023Open Access
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Frequent Co-authors

Mathieu Roche(14), Clément Jonquet(12), Maguelonne Teisseire(12), Hugo Alatrista-Salas(10), Jiang Bian(9), Francisco Pereira(9), Tina Hernandez‐Boussard(7), Zhe He(5), Joyce Y. Chung(5), Lauren Y. Atlas(5), Rachel Weger(4), Eleni Linos(4), William R. Hogan(4), François Modave(4), Yi Guo(4), Jorge Valverde-Rebaza(4), Angela Y. Lee(3), Emily P. Guinee(3), Juandiego Morzán(3), Amanda Hicks(3)