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1.   Sylvestre E, Joachim C, Cecilia-Joseph E, Bouzille G, Campillo-Gimenez B, Cuggia M, et al. Data-driven methods for dengue prediction and surveillance using real-world and Big Data: A systematic review. PLOS NEGLECTED TROPICAL DISEASES. 2022;16(1):e0010056.
2.   Scailteux LM, Despas F, Balusson F, Campillo-Gimenez B, Mathieu R, Vincendeau S, et al. Hospitalization for adverse events under abiraterone or enzalutamide exposure in real-world setting: A French population-based study on prostate cancer patients. Br J Clin Pharmacol. 2022;88(1):336-46.
3.    Pierre-Jean M, Mauger F, Deleuze JF, Le Floch E. PIntMF: Penalized Integrative Matrix Factorization method for multi-omics data. BIOINFORMATICS. 2022;38(4):900-7.
4.    Pichemin C, Boyer E, Jarno P, Bertaud V, Meuric V, Couatarmanach A. Oral Care Needs Amongst Disadvantaged Migrants in France. Int Dent J. 2022;72(4):559-64.
5.    Marseau F, Prud'Homm J, Bouzille G, Polard E, Oger E, Somme D, et al. The Trigger Tool Method for Routine Pharmacovigilance: A Retrospective Cohort Study of the Medical Records of Hospitalized Geriatric Patients. JOURNAL OF PATIENT SAFETY. 2022;18(2):E393-E400.
6.   Lu G, Zhang YX, Kong YY, Zhang C, Coatrieux JL, Shu HZ. Landmark Localization for Cephalometric Analysis Using Multiscale Image Patch-Based Graph Convolutional Networks. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2022;26(7):3015-24.
7.   Leon C, Cabon S, Patural H, Gascoin G, Flamant C, Roue JM, et al. Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2022;26(1):400-10.
8.    Hourqueig M, Bouzille G, Mirabel M, Huttin O, Damy T, Labombarda F, et al. Hypertrophic cardiomyopathies requiring more monitoring for less atrial fibrillation-related complications: a clustering analysis based on the French registry on hypertrophic cardiomyopathy (REMY). CLINICAL RESEARCH IN CARDIOLOGY. 2022;111(2):163-74.
9.    Guemri J, Pierre-Jean M, Brohard S, Oussada N, Horgues C, Bonnet E, et al. Methylated ccfDNA from plasma biomarkers of Alzheimer's disease using targeted bisulfite sequencing. EPIGENOMICS. 2022;14(8):451-68.
10.  Gao Y, Liu HZ, Jiang L, Yang CF, Yin XD, Coatrieux JL, et al. CCE-Net: A rib fracture diagnosis network based on contralateral, contextual, and edge enhanced modules. BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 2022;75.
11.  Gao Y, Chen H, Ge RJ, Wu Z, Tang H, Gao DZ, et al. Deep learning-based framework for segmentation of multiclass rib fractures in CT utilizing a multi-angle projection network. INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY. 2022;17(6):1115-24.
12.  Cabon S, Met-Montot B, Poree F, Rosec O, Simon A, Carrault G. Extraction of Premature Newborns' Spontaneous Cries in the Real Context of Neonatal Intensive Care Units. SENSORS. 2022;22(5).
13.    Bocquet F, Campone M, Cuggia M. The Challenges of Implementing Comprehensive Clinical Data Warehouses in Hospitals. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 2022;19(12).
14.    Zins M, Cuggia M, Goldberg M. Health data in France: Abundant but complex. Med Sci (Paris). 2021;37(2):179-84.
15.    Tsopra R, Fernandez X, Luchinat C, Alberghina L, Lehrach H, Vanoni M, et al. A framework for validating AI in precision medicine: considerations from the European ITFoC consortium. BMC MEDICAL INFORMATICS AND DECISION MAKING. 2021;21(1):274.
16.    Scailteux LM, Campillo-Gimenez B, Kerbrat S, Despas F, Mathieu R, Vincendeau S, et al. Overall Survival Among Chemotherapy-Naive Patients With Castration-Resistant Prostate Cancer Under Abiraterone Versus Enzalutamide: A Direct Comparison Based on a 2014-2018 French Population Study (the SPEAR Cohort). Am J Epidemiol. 2021;190(3):413-22.
17.    Qi Y, Xu H, He Y, Li G, Li Z, Kong Y, et al. Examinee-Examiner Network: Weakly Supervised Accurate Coronary Lumen Segmentation Using Centerline Constraint. IEEE Trans Image Process. 2021;30:9429-41.
18.    Poirier C, Hswen Y, Bouzille G, Cuggia M, Lavenu A, Brownstein JS, et al. Influenza forecasting for French regions combining EHR, web and climatic data sources with a machine learning ensemble approach. PLoS One. 2021;16(5):e0250890.
19.    Moumneh T, Penaloza A, Cismas A, Charpentier S, Schotté T, Pernet S, et al. Evaluation of HEAR score to rule-out major adverse cardiac events without troponin test in patients presenting to the emergency department with chest pain. Eur J Emerg Med. 2021;28(4):292-8.
20.    Melou C, Leroux L, Bonnesoeur M, Le Padellec C, Bertaud V, Chauvel-Lebret D. Relationship between natural or iatrogenic malocclusions and temporomandibular disorders: A case control study. Cranio. 2021:1-9.
21.    Lyu T, Yang G, Zhao X, Shu H, Luo L, Chen D, et al. Dissected aorta segmentation using convolutional neural networks. Comput Methods Programs Biomed. 2021;211:106417.
22.    Lescure C, Estrade F, Pedrono M, Campillo-Gimenez B, Le Sourd S, Pracht M, et al. ALBI Score Is a Strong Predictor of Toxicity Following SIRT for Hepatocellular Carcinoma. Cancers (Basel). 2021;13(15).
23.    He Y, Yang G, Yang J, Ge R, Kong Y, Zhu X, et al. Meta grayscale adaptive network for 3D integrated renal structures segmentation. Med Image Anal. 2021;71:102055.
24.    Goislard de Monsabert C, Touchefeu Y, Guiu B, Campillo-Gimenez B, Farges O, Tougeron D, et al. Selective Internal Radiation Combined with Chemotherapy Maintains the Quality of Life in Intrahepatic Cholangiocarcinomas. Curr Oncol. 2021;28(6):4530-41.
25.    Girard A, Le Reste PJ, Metais A, Carsin Nicol B, Chiforeanu DC, Bannier E, et al. Combining (18)F-DOPA PET and MRI with perfusion-weighted imaging improves delineation of high-grade subregions in enhancing and non-enhancing gliomas prior treatment: a biopsy-controlled study. J Neurooncol. 2021;155(3):287-95.
26.    Ge R, Shen T, Zhou Y, Liu C, Zhang L, Yang B, et al. Convolutional squeeze-and-excitation network for ECG arrhythmia detection. Artif Intell Med. 2021;121:102181.
27.    Garin E, Tselikas L, Guiu B, Chalaye J, Edeline J, de Baere T, et al. Personalised versus standard dosimetry approach of selective internal radiation therapy in patients with locally advanced hepatocellular carcinoma (DOSISPHERE-01): a randomised, multicentre, open-label phase 2 trial. Lancet Gastroenterol Hepatol. 2021;6(1):17-29.
28.    Gangloff C, Rafi S, Bouzille G, Soulat L, Cuggia M. Machine learning is the key to diagnose COVID-19: a proof-of-concept study. SCIENTIFIC REPORTS. 2021;11(1):7166.
29.    Frelau A, Jali E, Campillo-Gimenez B, Pracht M, Porneuf M, Dinulescu M, et al. Prognostic impact of thyroid dysfunctions on progression-free survival in patients with metastatic melanoma treated with anti-PD-1 antibodies. Melanoma Res. 2021;31(3):208-17.
30.    Dhalluin T, Fakhiri S, Bouzille G, Herbert J, Rosset P, Cuggia M, et al. Role of real-world digital data for orthopedic implant automated surveillance: a systematic review. EXPERT REVIEW OF MEDICAL DEVICES. 2021;18(8):799-810.
31.    Bourien H, Quillien V, Godey F, Perrin C, Le Du F, Guillermet S, et al. Impact of EPclin on adjuvant therapeutic decision making and comparison of EPclin to the PREDICT tool. Int J Biol Markers. 2021;36(2):57-63.
32.    Bories M, Bouzille G, Cuggia M, Le Corre P. Drug-Drug Interactions in Elderly Patients with Potentially Inappropriate Medications in Primary Care, Nursing Home and Hospital Settings: A Systematic Review and a Preliminary Study. PHARMACEUTICS. 2021;13(2).
33.    Berar A, Bouzille G, Jego P, Allain JS. A descriptive, retrospective case series of patients with factitious disorder imposed on self. BMC PSYCHIATRY. 2021;21(1):588.
34.    Bannay A, Bories M, Le Corre P, Riou C, Lemordant P, Van Hille P, et al. Leveraging National Claims and Hospital Big Data: Cohort Study on a Statin-Drug Interaction Use Case. JMIR MEDICAL INFORMATICS. 2021;9(12):e29286.
35.    Bacle A, Bouzille G, Bruyere A, Cuggia M, Fardel O, Le Corre P. Drivers of absolute systemic bioavailability after oral pulmonary inhalation in humans. EUROPEAN JOURNAL OF PHARMACEUTICS AND BIOPHARMACEUTICS. 2021;164:36-53.
36.    Zhang C, Shu H, Yang G, Li F, Wen Y, Zhang Q, et al. HIFUNet: Multi-class Segmentation of Uterine Regions from MR Images Using Global Convolutional Networks for HIFU Surgery Planning. IEEE transactions on medical imaging. 2020;39(11):3309-20.
37.    Yang G, Lv T, Shen Y, Li S, Yang J, Chen Y, et al. Vessel Structure Extraction using Constrained Minimal Path Propagation. Artificial Intelligence in Medicine. 2020;105:101846.
38.    Voog E, Campillo-Gimenez B, Elkouri C, Priou F, Rolland F, Laguerre B, et al. Long survival of patients with metastatic clear cell renal cell carcinoma. Results of real life study of 344 patients. INTERNATIONAL JOURNAL OF CANCER. 2020;146(6):1643-51.
39.    Tsopra R, Courtine M, Sedki K, Eap D, Cabal M, Cohen S, et al. AntibioGame (R): A serious game for teaching medical students about antibiotic use. Int J Med Inform. 2020;136:11.
40.    Thillard EM, Gautier S, Babykina E, Carton L, Amad A, Bouzille G, et al. Psychiatric Adverse Events Associated With Infliximab: A Cohort Study From the French Nationwide Discharge Abstract Database. Front Pharmacol. 2020;11:11.
41.    Sale A, Sohier L, Campion M, Le Ho R, Bazin Y, Gangloff C, et al. Exclusive ambulatory management of spontaneous pneumothorax with pigtail catheters, a prospective multicentric study. Respir Med. 2020;166:6.
42.    Roger S, Edeline J, Campillo-Gimenez B, Ventroux E, Rouge-Bugat ME, Chapron A. Adverse events of targeted therapies reported by patients with cancer treated in primary care. EUROPEAN JOURNAL OF GENERAL PRACTICE. 2020;26(1):202-9.
43.    Pladys A, Defossez G, Lemordant P, Lassalle M, Ingrand P, Jacquelinet C, et al. Cancer risk in dialyzed patients with and without diabetes. Cancer Epidemiol. 2020;65:6.
44.    Lamy JB, Sedki K, Tsopra R. Explainable decision support through the learning and visualization of preferences from a formal ontology of antibiotic treatments. J Biomed Inform. 2020;104:12.
45.    Kinouani S, Tsopra R, Maurice S, Soen B, Germemont N, Langlois E, et al. E-cigarette use among cannabis users and multi-users of psychoactive products: A cohort study. Rev Mal Respir. 2020;37(4):285-92.
46.    Joueidi Y, Peoc'h K, Le Lous M, Bouzille G, Rousseau C, Bardou-Jacquet E, et al. Maternal and neonatal outcomes and prognostic factors in acute fatty liver of pregnancy. Eur J Obstet Gynecol Reprod Biol. 2020;252:198-205.
47.    He YT, Yang GY, Yang J, Chen Y, Kong YY, Wu JS, et al. Dense biased networks with deep priori anatomy and hard region adaptation: Semi-supervised learning for fine renal artery segmentation. Med Image Anal. 2020;63:13.
48.    Gaillard F, Cacioppo M, Bouvier B, Bouzille G, Newman CJ, Pasquet T, et al. Assessment of bimanual performance in 3-D movement analysis: Validation of a new clinical protocol in children with unilateral cerebral palsy. ANNALS OF PHYSICAL AND REHABILITATION MEDICINE. 2020;63(5):408-15.
49.    Edeline J, Touchefeu Y, Guiu B, Farge O, Tougeron D, Baumgaertner I, et al. Radioembolization Plus Chemotherapy for First-line Treatment of Locally Advanced Intrahepatic Cholangiocarcinoma A Phase 2 Clinical Trial. JAMA Oncol. 2020;6(1):51-9.
50.    Denis F, Goueslard K, Siu-Paredes F, Amador G, Rusch E, Bertaud V, et al. Oral health treatment habits of people with schizophrenia in France: A retrospective cohort study. PLoS One. 2020;15(3):14.
51.    Couatarmanach A, Sherlaw W, Prigent PM, Harpet C, Bertaud V. Dentists' perspectives on barriers to providing oral health care in French psychiatric hospitals with on-site dental clinics. COMMUNITY DENTISTRY AND ORAL EPIDEMIOLOGY. 2020;48(4):296-301.
52.    Chambrelan E, Barbarot S, Bekel L, Poizeau F, Mahe E, Puzenat E, et al. Drug survival and postdrug survival of systemic treatments in a national French cohort of children with atopic dermatitis. BRITISH JOURNAL OF DERMATOLOGY. 2020;183(2):376-8.
53.    Chabrun F, Huetz N, Dieu X, Rousseau G, Bouzille G, de la Barca JMC, et al. Data-Mining Approach on Transcriptomics and Methylomics Placental Analysis Highlights Genes in Fetal Growth Restriction. FRONTIERS IN GENETICS. 2020;10.
54.    Brunot A, Grob JJ, Jeudy G, Grange F, Guillot B, Kramkimel N, et al. Association of Anti-Programmed Cell Death 1 Antibody Treatment With Risk of Recurrence of Toxic Effects After Immune-Related Adverse Events of Ipilimumab in Patients With Metastatic Melanoma. JAMA DERMATOLOGY. 2020;156(9):982-6.
55.    Bourien H, Lespagnol A, Campillo-Gimenez B, Felten-Vinot I, Metges JP, Corre R, et al. Implementation of a molecular tumor board at a regional level to improve access to targeted therapy. INTERNATIONAL JOURNAL OF CLINICAL ONCOLOGY. 2020;25(7):1234-41.
56.    Blaizot A, Offner D, Trohel G, Bertaud V, Bou C, Catteau C, et al. Prevalence of sensitive teeth and associated factors: a multicentre, cross-sectional questionnaire survey in France. BMC ORAL HEALTH. 2020;20(1).
57.    Bardou-Jacquet E, Morandeau E, Anderson GJ, Ramm GA, Ramm LE, Morcet J, et al. Regression of Fibrosis Stage With Treatment Reduces Long-Term Risk of Liver Cancer in Patients With Hemochromatosis Caused by Mutation in HFE. Clin Gastroenterol Hepatol. 2020;18(8):1851-7.


1.    Rafi S, Gangloff C, Paulhet E, Grimault O, Soulat L, Bouzillé G, et al. Out-of-Hospital Cardiac Arrest Detection by Machine Learning Based on the Phonetic Characteristics of the Caller's Voice. Stud Health Technol Inform. 2022;294:445-9.
2.    Pierre-Jean M, Donal E, Cuggia M, Bouzillé G. Phenotyping of Heart Failure with Preserved Ejection Faction Using Health Electronic Records and Echocardiography. Stud Health Technol Inform; 2022 May 25.
3.    Lemordant P, Mougin F, Cabon S, Gandon Y, Bouzillé G, Cuggia M. Indexing Imaging Reports for Data Sharing: A Study of Mapping Using RadLex Playbook and LOINC. Stud Health Technol Inform; 2022 May 25.
4.    Lemordant P, Bouzille G, Mathieu R, Thenault R, Gibaud B, Garde C, et al. How to Optimize Connection Between PACS and Clinical Data Warehouse: A Web Service Approach Based on Full Metadata Integration. Stud Health Technol Inform; 2022 Jun 6.
5.    Duclos C, Griffon N, Daniel C, Bouzille G, Delamarre D, Darmoni S, et al. Reliability of Drug-Drug Interaction Measurement on Real-Word Data: The ReMIAMes Project. Stud Health Technol Inform; 2022 May 25.
6.    Chazard E, Balaye P, Balcaen T, Genin M, Cuggia M, Bouzille G, et al. "Book Music" Representation for Temporal Data, as a Part of the Feature Extraction Process: A Novel Approach to Improve the Handling of Time-Dependent Data in Secondary Use of Healthcare Structured Data. Stud Health Technol Inform; 2022 Jun 6.
7.    Lauriot Dit Prevost A, Trencart M, Gaillard V, Bouzille G, Besson R, Sharma D, et al. ICIPEMIR: Improving the Completeness, Interoperability and Patient Explanations of Medical Imaging Reports. Stud Health Technol Inform; 2021 May 27.
8.    Duthe JC, Bouzille G, Sylvestre E, Chazard E, Arvieux C, Cuggia M. How to Identify Potential Candidates for HIV Pre-Exposure Prophylaxis: An AI Algorithm Reusing Real-World Hospital Data. Stud Health Technol Inform; 2021 May 27.
9.    Dhalluin T, Grammatico-Guillon L, Rosset P, Cuggia M. Comparison of Knowledge Databases to Be Used in Automated Monitoring of Orthopedic Medical Devices. Stud Health Technol Inform; 2021 May 27.
10.  Dhalluin T, Ansoborlo M, Rosset P, Thomazeau H, Cuggia M, Guillon L. Pilot Study of an e-Cohort to Monitor Adverse Event for Patient with Hip Prostheses from Clinical Data Warehouse. Stud Health Technol Inform; 2021 Nov 18.
11.   Ansoborlo M, Dhalluin T, Gaborit C, Cuggia M, Grammatico-Guilllon L. Prescreening in Oncology Using Data Sciences: The PreScIOUS Study. Stud Health Technol Inform; 2021 May 27.
12.   Ugon A, Guessant S, Tsopra R. Data Fusion to Convert Drug Consumption Quantities into Defined Daily Doses. Stud Health Technol Inform; 2020 Jun 16.
13.   Sylvestre E, Bouzillé G, McDuffie M, Chazard E, Avillach P, Cuggia M. A Semi-Automated Approach for Multilingual Terminology Matching: Mapping the French Version of the ICD-10 to the ICD-10 CM. Stud Health Technol Inform; 2020 Jun 16.
14.   Sedki K, Lakrafli C, Lamy JB, Tsopra R. Identifying Experts Reasoning in Antibiotic Treatment with Preference Learning. Stud Health Technol Inform; 2020 Jun 16.
15.   Scailteux LM, Despas F, Kerbrat S, Campillo-Gimenez B, Mathieu R, Vincendeau S, et al.. Safety of abiraterone and enzalutamidein French real-world experience. PHARMACOEPIDEMIOLOGY AND DRUG SAFETY; 2020 OCT.
16.    Martignene N, Balcaen T, Bouzille G, Calafiore M, Beuscart JB, Lamer A, et al. Heimdall, a Computer Program for Electronic Health Records Data Visualization. Stud Health Technol Inform; 2020 Jun 16.
17.    Lamy JB, Berthelot H, Favre M, Tsopra R. Limits and Variability in Drug Databases: Lessons Learnt from Drug Comparisons. Stud Health Technol Inform; 2020 Jun 16.
18.    Garin E, Tzelikas L, Guiu B, Chalaye J, Edeline J, De Baere T, et al. Major impact of personalized dosimetry using 90Y loaded glass microspheres SIRT in HCC: Final overall survival analysis of a multicenter randomized phase II study (DOSISPHERE-01). Journal of Clinical Oncology; 2020 Feb 1.
19.    Dhalluin T, Bannay A, Lemordant P, Sylvestre E, Chazard E, Cuggia M, et al. Comparison of Unplanned 30-Day Readmission Prediction Models, Based on Hospital Warehouse and Demographic Data. Stud Health Technol Inform; 2020 Jun 16.
20.    Dalloux C, Claveau V, Cuggia M, Bouzillé G, Grabar N. Supervised Learning for the ICD-10 Coding of French Clinical Narratives. Stud Health Technol Inform; 2020 Jun 16.