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Juan Antonio Lossio-Ventura · SciRah

Researcher profile · Semantic Scholar

Juan Antonio Lossio-Ventura

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Juan Antonio Lossio-Ventura — researcher profile on SciRah

h-index: 15
Works: 44
Citations: 794

Most-cited papers

Assessing the Practice of Biomedical Ontology Evaluation: Gaps and Opportunities
M. Amith, Zhe He, J. Bian, Juan Antonio Lossio-Ventura +1 more
2018Journal of Biomedical Informatics105 citations Open access
Semantic Scholar
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
Juan Antonio Lossio-Ventura, Rachel Weger, A. Y. Lee, E. P. Guinee +4 more
2023JMIR Mental Health82 citations Open access
Semantic Scholar
Biomedical term extraction: overview and a new methodology
Juan Antonio Lossio-Ventura, C. Jonquet, M. Roche, M. Teisseire
2015Information Retrieval Journal79 citations Open access
Semantic Scholar
Reporting of demographic data and representativeness in machine learning models using electronic health records
S. Bozkurt, Eli M. Cahan, Martin G. Seneviratne, Ran Sun +3 more
2020J. Am. Medical Informatics Assoc.66 citations Open access
Semantic Scholar
Evaluation of clustering and topic modeling methods over health-related tweets and emails
Juan Antonio Lossio-Ventura, S. Gonzales, Juandiego Morzan, H. Alatrista-Salas +2 more
2021Artif. Intell. Medicine52 citations Open access
Semantic Scholar
BIOTEX: A system for Biomedical Terminology Extraction, Ranking, and Validation
Juan Antonio Lossio-Ventura, C. Jonquet, M. Roche, M. Teisseire
2014International Workshop on the Semantic Web41 citations
Semantic Scholar
Yet Another Ranking Function for Automatic Multiword Term Extraction
Juan Antonio Lossio-Ventura, C. Jonquet, M. Roche, M. Teisseire
2014PolTAL40 citations Open access
Semantic Scholar
Combining C-value and Keyword Extraction Methods for Biomedical Terms Extraction
Juan Antonio Lossio-Ventura, C. Jonquet, M. Roche, M. Teisseire
201334 citations
Semantic Scholar
Standardizing Opioid Prescriptions to Morphine Milligram Equivalents from Electronic Health Records
Juan Antonio Lossio-Ventura, Wenyu Song, Michael Sainlaire, P. Dykes +1 more
2022Int. J. Medical Informatics33 citations Open access
Semantic Scholar
Towards a Mixed Approach to Extract Biomedical Terms from Text Corpus
Juan Antonio Lossio-Ventura, C. Jonquet, M. Roche, M. Teisseire
2014International Journal of Knowledge Discovery in Bioinformatics26 citations Open access
Semantic Scholar
Identifying Silver Linings During the Pandemic Through Natural Language Processing
Juan Antonio Lossio-Ventura, Angela Y. Lee, J. Hancock, N. Linos +1 more
2021Frontiers in Psychology21 citations Open access
Semantic Scholar
An inside look at the Opioid Crisis over Twitter
Juan Antonio Lossio-Ventura, J. Bian
2018IEEE International Conference on Bioinformatics and Biomedicine21 citations
Semantic Scholar
OC-2-KB: integrating crowdsourcing into an obesity and cancer knowledge base curation system
Juan Antonio Lossio-Ventura, W. Hogan, François Modave, Yi Guo +4 more
2018BMC Medical Informatics and Decision Making20 citations Open access
Semantic Scholar
Overview of the CLPsych 2026 Shared Task: Capturing and Characterizing Mental Health Changes through Social Media Timeline Dynamics
I. Ali, Talia Tseriotou, Guy Dvir, Callum Chan +10 more
2026Workshop on Computational Linguistics and Clinical Psychology16 citations Open access
Semantic Scholar
Towards an Obesity-Cancer Knowledge Base: Biomedical Entity Identification and Relation Detection
Juan Antonio Lossio-Ventura, W. Hogan, François Modave, Amanda Hicks +4 more
2016IEEE International Conference on Bioinformatics and Biomedicine15 citations Open access
Semantic Scholar
Clustering and topic modeling over tweets: A comparison over a health dataset
Juan Antonio Lossio-Ventura, Juandiego Morzan, H. Alatrista-Salas, T. Hernandez-Boussard +1 more
2019IEEE International Conference on Bioinformatics and Biomedicine14 citations Open access
Semantic Scholar
Neural and behavioral reinstatement jointly reflect retrieval of narrative events
Matthias Nau, Austin Greene, Hannah Tarder-Stoll, Juan Antonio Lossio-Ventura +4 more
2024bioRxiv13 citations Open access
Semantic Scholar
Clinical concept recognition: Evaluation of existing systems on EHRs
Juan Antonio Lossio-Ventura, Ran Sun, Sebastien Boussard, T. Hernandez-Boussard
2023Frontiers in Artificial Intelligence13 citations Open access
Semantic Scholar
Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts
Callum Chan, Sunveer Khunkhun, Diana Inkpen, Juan Antonio Lossio-Ventura
2025Workshop on Computational Linguistics and Clinical Psychology11 citations Open access
Semantic Scholar
Using large language models to detect outcomes in qualitative studies of adolescent depression
Al W. Xin, Dylan M. Nielson, K. Krause, Guilherme Pacheco Fiorini +3 more
2024J. Am. Medical Informatics Assoc.11 citations Open access
Semantic Scholar
Conversations reconstruction in the social web
Juan Antonio Lossio-Ventura, H. Hacid, A. Ansiaux, Maria Laura Maag
2012The Web Conference11 citations
Semantic Scholar
Dynamic effects of psychiatric vulnerability, loneliness and isolation on distress during the first year of the COVID-19 pandemic
Lauren Y. Atlas, C. Farmer, Jacob S. Shaw, Alison Gibbons +7 more
2025Nature Mental Health9 citations Open access
Semantic Scholar
A novel framework for biomedical entity sense induction
Juan Antonio Lossio-Ventura, J. Bian, C. Jonquet, M. Roche +1 more
2018Journal of Biomedical Informatics9 citations Open access
Semantic Scholar
Integration of linguistic and web information to improve biomedical terminology extraction
Juan Antonio Lossio-Ventura, C. Jonquet, M. Roche, M. Teisseire
2014International Database Engineering and Applications Symposium9 citations Open access
Semantic Scholar
Trends in Language Use During the COVID-19 Pandemic and Relationship Between Language Use and Mental Health: Text Analysis Based on Free Responses From a Longitudinal Study
Rachel Weger, Juan Antonio Lossio-Ventura, Margaret Rose-McCandlish, Jacob S. Shaw +4 more
2022JMIR Mental Health8 citations Open access
Semantic Scholar
Automatic Biomedical Term Polysemy Detection
Juan Antonio Lossio-Ventura, C. Jonquet, M. Roche, M. Teisseire
2016International Conference on Language Resources and Evaluation6 citations Open access
Semantic Scholar
DYVIC: DYnamic VIrus Control in Peru
Juan Antonio Lossio-Ventura, H. Alatrista-Salas, Kevin Barrena, E. Linos +2 more
2020IEEE International Conference on Bioinformatics and Biomedicine5 citations Open access
Semantic Scholar
Communication overload management through social interactions clustering
Juan Antonio Lossio-Ventura, H. Hacid, M. Roche, P. Poncelet
2016ACM Symposium on Applied Computing5 citations Open access
Semantic Scholar
A Way to Automatically Enrich Biomedical Ontologies
Juan Antonio Lossio-Ventura, M. Roche, C. Jonquet, M. Teisseire
2016International Conference on Extending Database Technology5 citations Open access
Semantic Scholar
Clinical named-entity recognition: A short comparison
Juan Antonio Lossio-Ventura, Sebastien Boussard, Juandiego Morzan, T. Hernandez-Boussard
2019IEEE International Conference on Bioinformatics and Biomedicine4 citations Open access
Semantic Scholar
OC-2-KB: A software pipeline to build an evidence-based obesity and cancer knowledge base
Juan Antonio Lossio-Ventura, W. Hogan, François Modave, Yi Guo +3 more
2017IEEE International Conference on Bioinformatics and Biomedicine3 citations Open access
Semantic Scholar
Automated classification of exposure and encourage events in speech data from pediatric OCD treatment.
Juan Antonio Lossio-Ventura, S. Frank, Grace V. Ringlein, K. Bonson +7 more
2025JAMIA Open2 citations Open access
Semantic Scholar
Information Management and Big Data - Second Annual International Symposium, SIMBig 2015, Cusco, Peru, September 2-4, 2015, and Third Annual International Symposium, SIMBig 2016, Cusco, Peru, September 1-3, 2016, Revised Selected Papers
Juan Antonio Lossio-Ventura, H. Alatrista-Salas
2017Symposium on Information Management and Big Data2 citations Open access
Semantic Scholar
TONI-NLP at PsyDefDetect: Defense Mechanism Detection via LLM-based Ensemble Methods
D. Paul, Callum Chan, Arshitha Basavaraj, Verónica Pérez-Rosas +3 more
2026Proceedings of the BioNLP 2026 (Shared Tasks)1 citations Open access
Semantic Scholar
5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion
Juan Antonio Lossio-Ventura, Callum Chan, Arshitha Basavaraj, H. Alatrista-Salas +2 more
2025Proceedings of the 24th Workshop on Biomedical Language Processing (Shared Tasks)1 citations Open access
Semantic Scholar
Linking brain activity during viewing and recall of movie events through gaze behavior
Matthias Nau, Hannah Tarder-Stoll, Austin Greene, Janice Chen +4 more
2023Journal of Vision1 citations Open access
Semantic Scholar
IDENTIFYING REASONS FOR STATIN NONADHERENCE IN A DIVERSE, REAL-WORLD POPULATION USING ELECTRONIC HEALTH RECORDS AND NATURAL LANGUAGE PROCESSING
A. Sarraju, J. Coquet, Antonia Chan, Summer Ngo +3 more
20210 citations Open access
Semantic Scholar
Standardizing Opioid Prescriptions across Systems: Challenges, Strengths, and Opportunities
T. Hernandez-Boussard, Juan Antonio Lossio-Ventura, A. Syrowatka, Wenyu Song +1 more
2020American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Information Management and Big Data
Juan Antonio Lossio-Ventura, H. Alatrista-Salas
2017Communications in Computer and Information Science0 citations
Semantic Scholar
Building an Obesity and Cancer Semantic Web Knowledge Base
Juan Antonio Lossio-Ventura, W. Hogan, François Modave, Amanda Hicks +4 more
2017American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Towards the French Biomedical Ontology Enrichment. (Vers l'enrichissement d'ontologies biomedicales francaises)
Juan Antonio Lossio-Ventura
20150 citations
Semantic Scholar
Overview of SIMBig 2015: 2nd Annual International Symposium on Information Management and Big Data
Juan Antonio Lossio-Ventura, H. Alatrista-Salas
2015Symposium on Information Management and Big Data0 citations
Semantic Scholar
SIFR Project: The Semantic Indexing of French Biomedical Data Resources
Juan Antonio Lossio-Ventura, C. Jonquet, M. Roche, M. Teisseire
2014Symposium on Information Management and Big Data0 citations
Semantic Scholar
Outcomes that matter to depressed adolescents can be identified with large language models
Al W. Xin, Juan Antonio Lossio-Ventura, K. Krause, Guilherme Pacheco Fiorini +4 more
0 citations
Semantic Scholar

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T. Hernandez-Boussard

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