| Incidence of sudden cardiac death in the European Union JP Empana, I Lerner, E Valentin, F Folke, B Böttiger, G Gislason, ... Journal of the American College of Cardiology 79 (18), 1818-1827, 2022 | 74 | 2022 |
| Natural language processing for rapid response to emergent diseases: case study of calcium channel blockers and hypertension in the COVID-19 pandemic A Neuraz, I Lerner, W Digan, N Paris, R Tsopra, A Rogier, D Baudoin, ... Journal of medical Internet research 22 (8), e20773, 2020 | 71 | 2020 |
| Association between FIASMAs and Reduced Risk of Intubation or Death in Individuals Hospitalized for Severe COVID‐19: an observational multicenter study N Hoertel, M Sánchez‐Rico, E Gulbins, J Kornhuber, A Carpinteiro, ... Clinical Pharmacology & Therapeutics 110 (6), 1498-1511, 2021 | 67 | 2021 |
| Obesity doubles mortality in patients hospitalized for severe acute respiratory syndrome coronavirus 2 in Paris hospitals, France: a cohort study on 5,795 patients S Czernichow, N Beeker, C Rives‐Lange, E Guerot, JL Diehl, S Katsahian, ... Obesity 28 (12), 2282-2289, 2020 | 64 | 2020 |
| Terminologies augmented recurrent neural network model for clinical named entity recognition I Lerner, N Paris, X Tannier Journal of biomedical informatics 102, 103356, 2020 | 42 | 2020 |
| Hydroxychloroquine with or without azithromycin and in-hospital mortality or discharge in patients hospitalized for COVID-19 infection: a cohort study of 4,642 in-patients in … E Sbidian, J Josse, G Lemaitre, I Meyer, M Bernaux, A Gramfort, ... MedRxiv, 2020.06. 16.20132597, 2020 | 40 | 2020 |
| Automatic screening using word embeddings achieved high sensitivity and workload reduction for updating living network meta-analyses I Lerner, P Créquit, P Ravaud, I Atal Journal of clinical epidemiology 108, 86-94, 2019 | 29 | 2019 |
| Hybrid deep learning for medication-related information extraction from clinical texts in French: MedExt algorithm development study J Jouffroy, SF Feldman, I Lerner, B Rance, A Burgun, A Neuraz JMIR medical informatics 9 (3), e17934, 2021 | 26 | 2021 |
| Risk of death in individuals hospitalized for COVID-19 with and without psychiatric disorders: an observational multicenter study in France N Hoertel, M Sánchez-Rico, P de La Muela, M Abellán, C Blanco, ... Biological Psychiatry Global Open Science 3 (1), 56-67, 2023 | 21 | 2023 |
| Revolution in health care: How will data science impact doctor–patient relationships? I Lerner, R Veil, DP Nguyen, VP Luu, R Jantzen Frontiers in Public Health 6, 365965, 2018 | 16 | 2018 |
| Machine-learning-derived sepsis bundle of care A Kalimouttou, I Lerner, C Cheurfa, AS Jannot, R Pirracchio Intensive Care Medicine 49 (1), 26-36, 2023 | 15 | 2023 |
| MedExt: combining expert knowledge and deep learning for medication extraction from French clinical texts J Jouffroy, SF Feldman, I Lerner, B Rance, A Neuraz, A Burgun Published online January 23, 2020 | 13 | 2020 |
| AP-HP/Universities/INSERM COVID-19 Research Collaboration; AP-HP COVID CDR Initiative. Natural language processing for rapid response to emergent diseases: case study of … A Neuraz, I Lerner, W Digan, N Paris, R Tsopra, A Rogier, D Baudoin, ... J Med Internet Res 22 (8), e20773, 2020 | 9 | 2020 |
| Using deep learning to improve phenotyping from clinical reports M Vincent, M Douillet, I Lerner, A Neuraz, A Burgun, N Garcelon Stud Health Technol Inform 290, 282-6, 2022 | 8 | 2022 |
| Learning the grammar of prescription: recurrent neural network grammars for medication information extraction in clinical texts I Lerner, J Jouffroy, A Burgun, A Neuraz arXiv preprint arXiv:2004.11622, 2020 | 7 | 2020 |
| severe COVID‐19 infection and biologic therapies—a cohort study of 7 808 patients in France. P Bataille, A Amiot, P Claudepierre, N Paris, A Neuraz, I Lerner, ... Alimentary Pharmacology & Therapeutics 52 (7), 2020 | 6 | 2020 |
| Ultrasensitive troponin I and incident cardiovascular disease JP Empana, I Lerner, MC Perier, C Guibout, P Jabre, K Bailly, M Andrieu, ... Arteriosclerosis, Thrombosis, and Vascular Biology 42 (12), 1471-1481, 2022 | 5 | 2022 |
| Rosy Tsopra, Alice Rogier, David Baudoin, Kevin Bretonnel Cohen, Anita Burgun, Nicolas Garcelon, et al. 2020. Natural language processing for rapid response to emergent … A Neuraz, I Lerner, W Digan, N Paris Journal of medical Internet research 22 (8), e20773, 2020 | 5 | 2020 |
| Learning the grammar of drug prescription: recurrent neural network grammars for medication information extraction in clinical texts I Lerner, J Jouffroy, A Burgun, A Neuraz arXiv preprint arXiv:2004.11622, 2020 | 4 | 2020 |
| Mining Electronic Health Records for Drugs Associated With 28-day Mortality in COVID-19: Pharmacopoeia-wide Association Study (PharmWAS) I Lerner, A Serret-Larmande, B Rance, N Garcelon, A Burgun, ... JMIR Medical Informatics 10 (3), e35190, 2022 | 2 | 2022 |
