Published on in Vol 9, No 3 (2021): March
Preprints (earlier versions) of this paper are
available at
https://preprints.jmir.org/preprint/17934, first published
.

Journals
- Hoertel N, Sánchez-Rico M, de la Muela P, Abellán M, Blanco C, Leboyer M, Cougoule C, Gulbins E, Kornhuber J, Carpinteiro A, Becker K, Vernet R, Beeker N, Neuraz A, Alvarado J, Herrera-Morueco J, Airagnes G, Lemogne C, Limosin F, Ancel P, Bauchet A, Benoit V, Bernaux M, Bellamine A, Bey R, Bourmaud A, Breant S, Burgun A, Carrat F, Caucheteux C, Champ J, Cormont S, Daniel C, Dubiel J, Ducloas C, Esteve L, Frank M, Garcelon N, Gramfort A, Griffon N, Grisel O, Guilbaud M, Hassen-Khodja C, Hemery F, Hilka M, Jannot A, Lambert J, Layese R, Leblanc J, Lebouter L, Lemaitre G, Leprovost D, Lerner I, Sallah K, Maire A, Mamzer M, Martel P, Mensch A, Moreau T, Orlova N, Paris N, Rance B, Ravera H, Rozes A, Salamanca E, Sandrin A, Serre P, Tannier X, Treluyer J, Van Gysel D, Varoquaux G, Vie J, Wack M, Wajsburt P, Wassermann D, Zapletal E. Risk of Death in Individuals Hospitalized for COVID-19 With and Without Psychiatric Disorders: An Observational Multicenter Study in France. Biological Psychiatry Global Open Science 2023;3(1):56 View
- Bannour N, Wajsbürt P, Rance B, Tannier X, Névéol A. Privacy-preserving mimic models for clinical named entity recognition in French. Journal of Biomedical Informatics 2022;130:104073 View
- Campillos-Llanos L. MedLexSp – a medical lexicon for Spanish medical natural language processing. Journal of Biomedical Semantics 2023;14(1) View
- de Oliveira J, da Costa C, Antunes R. Data structuring of electronic health records: a systematic review. Health and Technology 2021;11(6):1219 View
- Bazoge A, Morin E, Daille B, Gourraud P. Applying Natural Language Processing to Textual Data From Clinical Data Warehouses: Systematic Review. JMIR Medical Informatics 2023;11:e42477 View
- Pourcher V, Tubach F, Rozes A, Boussouar S, Estellat C. Outcomes of coronavirus disease 2019-related hospitalization among people with HIV: historical cohort from the Greater Paris area multicenter hospital data warehouse. AIDS 2023;37(12):1915 View
- Wang T, Codling D, Bhugra D, Msosa Y, Broadbent M, Patel R, Roberts A, McGuire P, Stewart R, Dobson R, Harland R. Unraveling ethnic disparities in antipsychotic prescribing among patients with psychosis: A retrospective cohort study based on electronic clinical records. Schizophrenia Research 2023;260:168 View
- Amiri Z, Heidari A, Darbandi M, Yazdani Y, Jafari Navimipour N, Esmaeilpour M, Sheykhi F, Unal M. The Personal Health Applications of Machine Learning Techniques in the Internet of Behaviors. Sustainability 2023;15(16):12406 View
- Modi S, Kasmiran K, Mohd Sharef N, Sharum M. Extracting adverse drug events from clinical Notes: A systematic review of approaches used. Journal of Biomedical Informatics 2024;151:104603 View
- Petit-Jean T, Gérardin C, Berthelot E, Chatellier G, Frank M, Tannier X, Kempf E, Bey R. Collaborative and privacy-enhancing workflows on a clinical data warehouse: an example developing natural language processing pipelines to detect medical conditions. Journal of the American Medical Informatics Association 2024;31(6):1280 View
- Barruel D, Hilbey J, Charlet J, Chaumette B, Krebs M, Dauriac-Le Masson V. Predicting treatment resistance in schizophrenia patients: Machine learning highlights the role of early pathophysiologic features. Schizophrenia Research 2024;270:1 View
- Wen A, Wang L, He H, Fu S, Liu S, Hanauer D, Harris D, Kavuluru R, Zhang R, Natarajan K, Pavinkurve N, Hajagos J, Rajupet S, Lingam V, Saltz M, Elowsky C, Moffitt R, Koraishy F, Palchuk M, Donovan J, Lingrey L, Stone-DerHagopian G, Miller R, Williams A, Leese P, Kovach P, Pfaff E, Zemmel M, Pates R, Guthe N, Haendel M, Chute C, Liu H. A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs for a Natural Language Processing System for COVID-19 or Postacute Sequelae of SARS CoV-2 Infection: Algorithm Development and Validation. JMIR Medical Informatics 2024;12:e49997 View
- Nunes M, Bone J, Ferreira J, Elvas L. Health Care Language Models and Their Fine-Tuning for Information Extraction: Scoping Review. JMIR Medical Informatics 2024;12:e60164 View
- Campillos-Llanos L, Valverde-Mateos A, Capllonch-Carrión A. Hybrid natural language processing tool for semantic annotation of medical texts in Spanish. BMC Bioinformatics 2025;26(1) View
- Nag P, Bhagat A, Vishnu Priya R. Expanding AI’s Role in Healthcare Applications: A Systematic Review of Emotional and Cognitive Analysis Techniques. IEEE Access 2025;13:69129 View
Books/Policy Documents
- Guan M. Machine Learning and Deep Learning in Computational Toxicology. View
Conference Proceedings
- Solarte-Pabon O, Blazquez-Herranz A, Torrente M, Rodriguez-Gonzalez A, Provencio M, Menasalvas E. 2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA). Extracting Cancer Treatments from Clinical Text written in Spanish: A Deep Learning Approach View
- Mishra R, Roy S, Palla S, Patel N, Patel M, Jos S. 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Hybrid approach combining deep learning and a rule based expert system for concept extraction from prescriptions View