Arriel Benis

Education

• Ph.D. University of Paris (France), 2009

Positions

• Adjunct Associate Professor in the Department of Biomedical Engineering

Awards, Honors, and Distinctions

• Full Membership. Sigma Xi, The Scientific Research Society. 2024
• Fellow. International Academy for Health Sciences Informatics. 2024

Courses Taught

• BME 790: Advanced Topics for Graduate Students in Biomedical Engineering

Publications

• Givon I, Bor N, Matot R, Friedrich L, Gross D, Konforty G, et al. Dynamic machine learning models for predicting cesarean delivery risk in women with no prior cesarean delivery: Au00a0retrospective nationwide cohort analysis. International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics. 2025 Nov;171(2):775u201383.
• Hu00fcbner UH, Liebe J-D, Benis A, Egbert N, Engelsma T, Gallos P, et al., editors. Good Evaluation - Better Digital Health. Vol. 332. IOS Press; 2025.
• Tramontano A, Benis A, Chronaki C, Datta G, Moen A, Henni SH, et al. On the Design of a FAIR Data Maturity Model for OneAquaHealth. Studies in health technology and informatics. 2025 Oct;332:278u201382.
• Leung TI, Coristine AJ, Benis A. AI Scribes in Health Care: Balancing Transformative Potential With Responsible Integration. JMIR medical informatics. 2025 Aug;13:e80898.
• Bauberg H, Tachnai N, Hanan G, Nehama D, Tamburis O, Darmoni S, et al. Automated Elicitation of Human and Ecological Health Indicators: An LLM-Based Practical Implementation for One Digital Health. Studies in health technology and informatics. 2025 Aug;329:1488u201392.
• Andrikopoulou E, Gallos P, Arvanitis TN, Austin R, Benis A, Cornet R, et al. Preface. Studies in Health Technology and Informatics. 2025 May 15;327:v.
• Benis A, Grosjean J, Eyer K, Disson F, Darmoni S. Implementing FAIR Principles in Health Terminology Servers: The HeTOP Case Study Hosting ODH-UT. Studies in health technology and informatics. 2025 May;327:1190u20134.
• Andrikopoulou E, Gallos P, Arvanitis TN, Austin R, Benis A, Cornet R, et al., editors. Intelligent Health Systems u2013 From Technology to Data and Knowledge. Vol. 327. IOS Press; 2025.
• Benis A, Tamburis O, Chronaki C, Moen A. One digital health: Promoting innovation in health information systems. In: Research Handbook on Health Information Systems Theories and Methods. 2025. p. 277u201393.
• Rosienkiewicz M, Helman J, Cholewa M, Molasy M, Kohen-Vacs D, Winokur M, et al. Infrastructure Sharing Model Implementation as a Pathway Toward Sustainability in Advanced Technologies. In 2025. p. 207u201316.
• Segal H, Benis A, Saar S, Shachar-Lavie I, Fennig S. Digital Platform for Pediatric Mental Health Support During Armed Conflicts: Development and Usability Study. JMIR formative research. 2024 Dec;8:e63777.
• Stoicu-Tivadar L, Benis A, Deserno TM, Bolboacu01ce SD, Saranto K, Criu015fan-Vida M, et al. Preface. Studies in Health Technology and Informatics. 2024 Nov 22;321:Vu2013VI.
• Benis A, Grosjean J, Disson F, Crisan-Vida M, Weber P, Stoicu-Tivadar L, et al. Empowering healthcare education: A multilingual ontology for medical informatics and digital health (MIMO) integrated to artificial intelligence powered training in smart hospitals. Health informatics journal. 2024 Oct;30(4):14604582241287010.
• Amador Nelke S, Kohen-Vacs D, Khomyakov M, Rosienkiewicz M, Helman J, Cholewa M, et al. Enhancing Lessons on the Internet of Things in Science, Technology, Engineering, and Medical Education with a Remote Lab. Sensors (Basel, Switzerland). 2024 Oct;24(19):6424.
• Tamir O, Kais H, Accos-Carmel M, Kolobov T, Matthews G, Lipsits A, et al. A Structured Social Media Health Support Program after Bariatric Surgery. Applied clinical informatics. 2024 Oct;15(5):952u201364.
• Mantas J, Hasman A, Demiris G, Saranto K, Marschollek M, Arvanitis T, et al. Preface. Studies in Health Technology and Informatics. 2024 Aug 22;316:Vu2013VI.
• Mantas J, Hasman A, Demiris G, Saranto K, Marschollek M, Arvanitis TN, et al., editors. Digital Health and Informatics Innovations for Sustainable Health Care Systems. IOS Press; 2024.
• Bauberg H, Nehama D, Blinder C, Davidman R, Cohen E, Tamburis O, et al. Initiating a One Digital Health Unified Terminology (ODH-UT) to Facilitate Community Expansion. Studies in health technology and informatics. 2024 Aug;316:1569u201373.
• Rosienkiewicz M, Helman J, Cholewa M, Molasy M, Gu00f3recka A, Kohen-Vacs D, et al. Enhancing Technology-Focused Entrepreneurship in Higher Education Institutions Ecosystem: Implementing Innovation Models in International Projects. Education Sciences. 2024 Jul 1;14(7).
• Grosjean J, Dufour F, Benis A, Januel J-M, Staccini P, Darmoni SJ. Digital Health Education for the Future: The SaNuRN (Santu00e9 Numu00e9rique Rouen-Nice) Consortium's Journey. JMIR medical education. 2024 Apr;10:e53997.
• Grosjean J, Benis A, Dufour J-C, Lejeune u00c9, Disson F, Dahamna B, et al. Sharing Digital Health Educational Resources in a One-Stop Shop Portal: Tutorial on the Catalog and Index of Digital Health Teaching Resources (CIDHR) Semantic Search Engine. JMIR medical education. 2024 Mar;10:e48393.
• Reinke A, Tizabi MD, Baumgartner M, Eisenmann M, Heckmann-Nu00f6tzel D, Kavur AE, et al. Understanding metric-related pitfalls in image analysis validation. ArXiv. 2024 Feb 23;
• Reinke A, Tizabi MD, Baumgartner M, Eisenmann M, Heckmann-Nu00f6tzel D, Kavur AE, et al. Understanding metric-related pitfalls in image analysis validation. Nature methods. 2024 Feb;21(2):182u201394.
• Maier-Hein L, Reinke A, Godau P, Tizabi MD, Buettner F, Christodoulou E, et al. Metrics reloaded: recommendations for image analysis validation. Nature methods. 2024 Feb;21(2):195u2013212.
• Tzivian L, Benis A, Rusakova A, Syundyukov E, Seidmann A, Ophir Y. International scientific communication on COVID-19 data: management pitfalls understanding. Journal of public health (Oxford, England). 2024 Feb;46(1):87u201396.
• Rozenes S, Fux A, Kagan I, Hellerman M, Tadmor B, Benis A. Novel ways to analyse and cope alert-fatigue phenomenon in intensive care units. Carrubbo L, Le Dinh T, editors. ITM Web of Conferences. 2024;62:02001u201302001.
• Tamburis O, Tramontano A, Perillo G, Benis A, Magliulo M. All for One, All at Once: A Pluggable and Referenceable Architecture for Monitoring Biophysical Parameters Across Intertwined Domains. In: Lecture Notes on Data Engineering and Communications Technologies. 2024. p. 264u201376.
• Mantas J, Hasman A, Demiris G, Saranto K, Marschollek M, Arvanitis TN, et al., editors. Digital Health and Informatics Innovations for Sustainable Health Care Systems. Vol. 316. IOS Press; 2024.
• Stoicu-Tivadar L, Benis A, Deserno TM, Bolboacu0103 SD, Saranto K, Criu015fan-Vida M, et al., editors. Collaboration across Disciplines for the Health of People, Animals and Ecosystems. Vol. 321. IOS Press; 2024.
• Mantas J, Hasman A, Demiris G, Saranto K, Marschollek M, Arvanitis TN, et al., editors. Digital Health and Informatics Innovations for Sustainable Health Care Systems. Vol. 316. IOS Press; 2024.
• Baggetta M, Cholewa M, Molasy M, Rosienkiewicz M, Helman J, Gu00f3recka A, et al. Introducing CAD/CAE tools in Robotics Education: a Case Study from the Deetechtive Project. In: Mesa 2024 20th International Conference on Mechatronic Embedded Systems and Applications Proceedings. 2024.
• Giacomini M, Stoicu-Tivadar L, Balestra G. Telehealth Ecosystems in Practice Proceedings of the EFMI Special Topic Conference 2023. IOS Press; 2023.
• Rozenes S, Fux A, Kagan I, Hellerman M, Tadmor B, Benis A. Alert-Grouping: Smart Personalization of Monitoring System Thresholds to Help Healthcare Teams Struggle with Alarm Fatigue in Intensive Care. Journal of medical systems. 2023 Nov;47(1):113.
• Grosjean J, Dufour F, Benis A, Januel J-M, Staccini P, Darmoni SJ. Digital Health Education for the Future: The SaNuRN Consortium's Journey (Preprint). JMIR Publications Inc. 2023.
• Giacomini M, Stoicu-Tivadar L, Balestra G, Benis A, Bonacina S, Bottrighi A, et al., editors. Telehealth Ecosystems in Practice. 2023 Oct 20;
• Benis A, Haghi M, Tamburis O, Darmoni SJ, Grosjean J, Deserno TM. Digital Emergency Management for a Complex One Health Landscape: the Need for Standardization, Integration, and Interoperability. Yearbook of medical informatics. 2023 Aug;32(1):27u201335.
• Tamburis O, Benis A, Section Editors for the IMIA Yearbook Special Topic Section on Informatics for One Health. Leveraging Data and Technology to Enhance Interdisciplinary Collaboration and Health Outcomes. Yearbook of medical informatics. 2023 Aug;32(1):84u20138.
• Benis A, Tamburis O. The Need for Green and Responsible Medical Informatics and Digital Health: Looking Forward with One Digital Health. Yearbook of medical informatics. 2023 Aug;32(1):7u20139.
• Hu00e4gglund M, Blusi M, Bonacina S, Nilsson L, Madsen IC, Pelayo S, et al. Caring is Sharing u2014 Exploiting the Value in Data for Health and Innovation Proceedings of MIE 2023. SAGE Publications Limited; 2023.
• Hu00e4gglund M, Blusi M, Bonacina S, Nilsson L, Cort Madsen I, Moen A, et al. Preface. Studies in Health Technology and Informatics. 2023 May 18;302:v.
• Benis A, Haghi M, Deserno TM, Tamburis O. One Digital Health Intervention for Monitoring Human and Animal Welfare in Smart Cities: Viewpoint and Use Case. JMIR medical informatics. 2023 May;11:e43871.
• Grosjean J, Benis A, Dufour J-C, Lejeune u00c9, Disson F, Dahamna B, et al. Sharing Digital Health Educational Resources in a One-Stop Shop Portal: Tutorial on the Catalog and Index of Digital Health Teaching Resources (CIDHR) Semantic Search Engine (Preprint). JMIR Publications Inc. 2023.
• Koutalieris G, Symeonidis S, Kapsomenaki I, Feio MJ, Esposito L, Benis A, et al. Enhancing Urban Environmental Sustainability Through Unified Stakeholders Needs Co-Creation Process (AENEA). In: 2023 IEEE International Conference on Metrology for Extended Reality Artificial Intelligence and Neural Engineering Metroxraine 2023 Proceedings. 2023. p. 899u2013904.
• Tamburis O, Magliulo M, Tramontano A, Perillo G, Benis A, Calabro S. Precision Grazing: When Agriculture, Livestock and Technology unite. In: Proceedings 2023 IEEE International Conference on Big Data Bigdata 2023. 2023. p. 3510u20135.
• Chronaki C, Benis A, Mantas J, Gallos P, Delgado J, Parra Calderu00f3n CL. EFMI. Yearbook of Medical Informatics. 2022 Dec 4;31(1):369u201373.
• Tamburis O, Benis A. One Digital Health for more FAIRness. Methods of information in medicine. 2022 Dec;61(S 02):e116u201324.
• Benis A, Grosjean J, Billey K, Montanha G, Dornauer V, Criu0219an-Vida M, et al. Medical informatics and digital health multilingual ontology (MIMO): A tool to improve international collaborations. International journal of medical informatics. 2022 Nov;167:104860.
• Lazebnik T, Bunimovich-Mendrazitsky S, Ashkenazi S, Levner E, Benis A. Early Detection and Control of the Next Epidemic Wave Using Health Communications: Development of an Artificial Intelligence-Based Tool and Its Validation on COVID-19 Data from the US. International journal of environmental research and public health. 2022 Nov;19(23):16023.
• Benis A, Haghi M, Deserno TM, Tamburis O. One Digital Health Intervention for Monitoring Human and Animal Welfare in Smart Cities: Viewpoint and Use Case (Preprint). JMIR Publications Inc. 2022.
• Scott P, Mantas J, Benis A, Ognjanovic I, Saranto K, Ware A, et al. Digital Professionalism in Health and Care: Developing the Workforce, Building the Future Proceedings of the EFMI Special Topic Conference 2022. SAGE Publications Limited; 2022.
• Scott P, Mantas J, Benis A, Ognjanovic I, Saranto K, Ware A, et al., editors. Digital Professionalism in Health and Care: Developing the Workforce, Building the Future. IOS Press; 2022.
• Haghi M, Benis A, Deserno TM. Accident & Emergency Informatics and One Digital Health. Yearbook of medical informatics. 2022 Aug;31(1):40u20136.
• Sadaka Y, Horwitz D, Wolff L, Sela T, Meyerovitch J, Peleg A, et al. Trends in the Prevalence of Chronic Medication Use Among Children in Israel Between 2010 and 2019: Protocol for a Retrospective Cohort Study. JMIR research protocols. 2022 Aug;11(8):e36756.
• Darmoni S, Benis A, Lejeune E, Disson F, Dahamna B, Weber P, et al. Digital Health Multilingual Ontology to Index Teaching Resources. Studies in health technology and informatics. 2022 Aug;298:19u201323.
• Tzivian L, Sokolovska J, Grike AE, Kalcenaua A, Seidmann A, Benis A, et al. Quantitative and qualitative analysis of the quality of life of Type 1 diabetes patients using insulin pumps and of those receiving multiple daily insulin injections. Health and quality of life outcomes. 2022 Aug;20(1):120.
• Su00e9roussi B, Weber P, Dhombres F, Grouin C, Liebe J-D, Pelayo S, et al., editors. Challenges of Trustable AI and Added-Value on Health. IOS Press; 2022.
• Tzivian L, Sokolovska J, Grike AE, Kalcenaua A, Seidmann A, Benis A, et al. Impact of the mode of insulin delivery on the quality of life of type 1 diabetes patients. Endocrine Abstracts. 2022 May 7;
• Dusenne M, Billey K, Desgrippes F, Benis A, Darmoni SJ, Grosjean J. WikiMeSH: Multi Lingual MeSH Translations via Wikipedia. Studies in health technology and informatics. 2022 May;294:403u20134.
• Benis A. Social Media and the Internet of Things for Emergency and Disaster Medicine Management. Studies in health technology and informatics. 2022 May;291:105u201317.
• Tzivian L, Sokolovska J, Grike AE, Kalcenaua A, Seidmann A, Benis A, et al. Quantitative And Qualitative Analysis Of The Quality Of Life Of Type 1 Diabetes Patients Using Insulin Pumps And Of Those Receiving Multiple Daily Insulin Injections. Research Square Platform LLC. 2022.
• Jamal-Omidi M, Zabihpoor M, Vaezi M, Benis AC. Numerical Investigation on the Effect of Composite Corrugated Cores in Lightweight Sandwich Panels under Planar Impact Loading. International Journal of Integrated Engineering. 2022 Jan 1;14(6):63u201376.
• Kordova S, Or O, Benis A. Intergenerational knowledge management in a cutting-edge Israeli industry: Visions and challenges. PloS one. 2022 Jan;17(7):e0269945.
• Delgado J, Benis A, Toledo PD. Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era Proceedings of the 2021 EFMI Special Topic Conference. IOS Press; 2021.
• Delgado J, Benis A, de Toledo P, Gallos P, Giacomini M, Martu00ednez-Garcu00eda A, et al., editors. Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era. IOS Press; 2021.
• Benis A, Banker M, Pinkasovich D, Kirin M, Yoshai B-E, Benchoam-Ravid R, et al. Reasons for Utilizing Telemedicine during and after the COVID-19 Pandemic: An Internet-Based International Study. Journal of clinical medicine. 2021 Nov;10(23):5519.
• Benis A, Tamburis O. One Digital Health Is FAIR. Studies in health technology and informatics. 2021 Nov;287:57u20138.
• Syundyukov E, Mednis M, Zaharenko L, Pildegovica E, Danovska I, Kistkins S, et al. Data-Driven Decision Making and Proactive Citizen-Scientist Communication: A Cross-Sectional Study on COVID-19 Vaccination Adherence. Vaccines. 2021 Nov;9(12):1384.
• Matschinske J, Alcaraz N, Benis A, Golebiewski M, Grimm DG, Heumos L, et al. The AIMe registry for artificial intelligence in biomedical research. Nature methods. 2021 Oct;18(10):1128u201331.
• Benis A, Chatsubi A, Levner E, Ashkenazi S. Change in Threads on Twitter Regarding Influenza, Vaccines, and Vaccination During the COVID-19 Pandemic: Artificial Intelligenceu2013Based Infodemiology Study (Preprint). JMIR Publications Inc. 2021.
• Lavie G, Hoshen M, Leibowitz M, Benis A, Akriv A, Balicer R, et al. Statin Therapy for Primary Prevention in the Elderly and Its Association with New-Onset Diabetes, Cardiovascular Events, and All-Cause Mortality. The American journal of medicine. 2021 May;134(5):643u201352.
• Benis A, Amador Nelke S, Winokur M. Training the Next Industrial Engineers and Managers about Industry 4.0: A Case Study about Challenges and Opportunities in the COVID-19 Era. Sensors (Basel, Switzerland). 2021 Apr;21(9):2905.
• Benis A, Seidmann A, Ashkenazi S. Reasons for Taking the COVID-19 Vaccine by US Social Media Users. Vaccines. 2021 Mar;9(4):315.
• Benis A, Khodos A, Ran S, Levner E, Ashkenazi S. Social Media Engagement and Influenza Vaccination During the COVID-19 Pandemic: Cross-sectional Survey Study. Journal of medical Internet research. 2021 Mar;23(3):e25977.
• Benis A, Tamburis O, Chronaki C, Moen A. One Digital Health: A Unified Framework for Future Health Ecosystems. Journal of medical Internet research. 2021 Feb;23(2):e22189.
• Zanin M, Aitya NAA, Basilio J, Baumbach J, Benis A, Behera CK, et al. An Early Stage Researcher's Primer on Systems Medicine Terminology. Network and systems medicine. 2021 Feb;4(1):2u201350.
• Benis A, Chatsubi A, Levner E, Ashkenazi S. Change in Threads on Twitter Regarding Influenza, Vaccines, and Vaccination During the COVID-19 Pandemic: Artificial Intelligence-Based Infodemiology Study. JMIR infodemiology. 2021 Jan;1(1):e31983.
• Lavie G, Hoshen M, Leibowitz M, Benis A, Akriv A, Balicer R, et al. Statin Therapy for Primary Prevention in the Elderly and Its Association with New-Onset Diabetes, Cardiovascular Events, and All-Cause Mortality. AMERICAN JOURNAL OF MEDICINE. 2021;134(5):643u201352.
• Benis A, Khodos A, Ran S, Levner E, Ashkenazi S. Social Media Engagement and Influenza Vaccination During the COVID-19 Pandemic: Cross-sectional Survey Study (Preprint). JMIR Publications Inc. 2020.
• Benis A, Barak Barkan R, Sela T, Harel N. Communication Behavior Changes Between Patients With Diabetes and Healthcare Providers Over 9 Years: Retrospective Cohort Study. Journal of medical Internet research. 2020 Aug;22(8):e17186.
• Benis A, Tamburis O, Chronaki C, Moen A. One Digital Health: A Unified Framework for Future Health Ecosystems (Preprint). JMIR Publications Inc. 2020.
• Benis A, Nelke SA, Winokur M. Upgrading industrial engineering and management curriculum to industry 4.0. In: Proceedings of the IEEE International Conference on Industrial Technology. 2020. p. 355u20139.
• Levner E, Kriheli B, Benis A, Ptuskin A, Elalouf A, Hovav S, et al. Entropy-Based Approach to Efficient Cleaning of Big Data in Hierarchical Databases. In: Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics. 2020. p. 3u201312.
• Comte B, Baumbach J, Benis A, Basu00edlio J, Debeljak N, Flobak u00c5, et al. Network and Systems Medicine: Position Paper of the European Collaboration on Science and Technology Action on Open Multiscale Systems Medicine. Network and systems medicine. 2020 Jan;3(1):67u201390.
• Benis A, Crisan-Vida M, Stoicu-Tivadar L. The EFMI Working Group "Healthcare Informatics for Interregional Cooperation": An Evolving Strategy for Building Cooperation Bridges. In: Studies in health technology and informatics. 2019. p. 1907u20138.
• Benis A, Crisan-Vida M, Stoicu-Tivadar L, Darmoni S. A Multi-Lingual Dictionary for Health Informatics as an International Cooperation Pillar. Studies in health technology and informatics. 2019 Jul;262:31u20134.
• Benis A, Boim A, Notea A. A Social Networks Data Historian Supporting Research in Emergency & Disaster Medicine and Management. Studies in health technology and informatics. 2019 Jan;258:231u20132.
• Jaffe DH, Flaks-Manov N, Benis A, Gabay H, DiBonaventura M, Rosenbaum H, et al. Population-based cohort of 500 patients with Gaucher disease in Israel. BMJ open. 2019 Jan;9(1):e024251.
• Jaffe DH, Klein AB, Benis A, Flores NM, Gabay H, Morlock R, et al. Incident gout and chronic Kidney Disease: healthcare utilization and survival. BMC rheumatology. 2019 Jan;3:11.
• Benis A, Harel N, Barak Barkan R, Srulovici E, Key C. Patterns of Patients' Interactions With a Health Care Organization and Their Impacts on Health Quality Measurements: Protocol for a Retrospective Cohort Study. JMIR research protocols. 2018 Nov;7(11):e10734.
• Lavie G, Reges O, Hoshen M, Benis A, Leibowitz M, Balicer R. Statin therapy for primary prevention and its effect on new-onset diabetes, mace and all-cause mortality - A real-world population cohort study. In: Atherosclerosis. Elsevier BV; 2018. p. e86u20137.
• Cohen S, Gilutz H, Marelli AJ, Iserin L, Benis A, Bonnet D, et al. Administrative health databases for addressing emerging issues in adults with CHD: a systematic review. Cardiology in the young. 2018 Jun;28(6):844u201353.
• Benis A, Notea A, Barkan R. Risk and Disaster Management: From Planning and Expertise to Smart, Intelligent, and Adaptive Systems. In: Studies in health technology and informatics. 2018. p. 286u201390.
• Benis A. Healthcare Informatics Project-Based Learning: An Example of a Technology Management Graduation Project Focusing on Veterinary Medicine. Studies in health technology and informatics. 2018 Jan;255:267u201371.
• Benis A, Harel N, Barkan R, Sela T, Feldman B. Identification and Description of Healthcare Customer Communication Patterns Among Individuals with Diabetes in Clalit Health Services: A Retrospective Database Study. Studies in health technology and informatics. 2017 Jan;244:18u201322.
• Benis A, Hoshen M. DisEpi: Compact Visualization as a Tool for Applied Epidemiological Research. In: Studies in health technology and informatics. 2017. p. 38u201342.
• Jaffe DH, Flaks-Manov N, Benis A, Gabay H, DiBonaventura M, Rosenbaum H, et al. A Population-Based Cohort of Gaucher Disease Patients Identified Using EHR Data. In: Value in Health. Elsevier BV; 2016. p. A578u2013A578.
• Dicker D, Feldman BS, Benis A, Hoshen M. Obesity or smoking: Which factor contributes more to the incidence of myocardial infarction? Authors' Reply. European journal of internal medicine. 2016 Oct;34:e25u20136.
• Siegal T, Charbit H, Paldor I, Zelikovitch B, Canello T, Benis A, et al. Dynamics of circulating hypoxia-mediated miRNAs and tumor response in patients with high-grade glioma treated with bevacizumab. Journal of neurosurgery. 2016 Oct;125(4):1008u201315.
• Dicker D, Feldman BS, Leventer-Roberts M, Benis A. Obesity or smoking: Which factor contributes more to the incidence of myocardial infarction? European journal of internal medicine. 2016 Jul;32:43u20136.
• Hoshen MB, Benis A, Keyes KM, Zou00ebga H. Stimulant use for ADHD and relative age in class among children in Israel. Pharmacoepidemiology and drug safety. 2016 Jun;25(6):652u201360.
• Benis A, Jaffe D, Flores N, Gabay H, Morlock R, Klein A, et al. FRI0564u2005Serum Uric Acid Testing Practices over Five Years among Incident Gout Cases. In: Annals of the Rheumatic Diseases. Elsevier BV; 2016. p. 645u2013645.
• Jaffe DH, Benis A, Flores NM, Gabay H, Morlock R, Klein A, et al. Serum Uric Acid Testing Practices over Five Years Among Incident Gout Cases. In: ARTHRITIS & RHEUMATOLOGY. 2016.
• Charbit H, Benis A, Geyshis B, Karussis D, Petrou P, Vaknin-Dembinsky A, et al. Sex-specific prediction of interferon beta therapy response in relapsing-remitting multiple sclerosis. Journal of clinical neuroscienceu202f: official journal of the Neurosurgical Society of Australasia. 2015 Jun;22(6):986u20139.
• Hoshen MB, Benis A, Keyes KM, Zoega H. Relative age in class and ADHD in School Children u00e2u20acu201c Diagnosis and Medication patterns u00e2u20acu201c Intra-Annual and Inter-Annual Disparity. In: Value in Health. Elsevier BV; 2015. p. A263u20134.
• Vaknin-Dembinsky A, Charbit H, Benis A, Karussis D, Petrou P, Lavon I. A novel gender-related-gene-signature for predicting response to interferon u03b2 therapy in multiple sclerosis patients. In: MULTIPLE SCLEROSIS JOURNAL. 2013. p. 572u2013572.
• Benis A, Courtine M. Biomarkers discovery in medical genomics data. In: Advances in experimental medicine and biology. 2011. p. 327u201334.
• Benis A, Zucker JD. DiscoClini: A methodology for retrieval of linear relationships in genomic medical data. In: Actes De La Conference IC 2007 18es Journees Francophones D Ingenierie Des Connaissances. 2007. p. 337u20138.
• Taleb S, Lacasa D, Bastard J-P, Poitou C, Cancello R, Pelloux V, et al. Cathepsin S, a novel biomarker of adiposity: relevance to atherogenesis. FASEB journalu202f: official publication of the Federation of American Societies for Experimental Biology. 2005 Sep;19(11):1540u20132.
• Benis A. Categorizing gene expression correlations with bioclinical data: An abstraction based approach. In: Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics. 2005. p. 352u20133.
• Clu00e9ment K, Viguerie N, Poitou C, Carette C, Pelloux V, Curat CA, et al. Weight loss regulates inflammation-related genes in white adipose tissue of obese subjects. FASEB journalu202f: official publication of the Federation of American Societies for Experimental Biology. 2004 Nov;18(14):1657u201369.
• Viguerie N, Clement K, Barbe P, Courtine M, Benis A, Larrouy D, et al. In vivo epinephrine-mediated regulation of gene expression in human skeletal muscle. The Journal of clinical endocrinology and metabolism. 2004 May;89(5):2000u201314.
• Hanczar B, Courtine M, Benis A, Hennegar C, Clu00e9ment K, Zucker J-D. Improving classification of microarray data using prototype-based feature selection. ACM SIGKDD Explorations Newsletter. 2003 Dec;5(2):23u201330.