A cloud-edge reference architecture for intertwining health digital domains.

Arriel Benis https://orcid.org/0000-0002-9125-8300 https://www.wikidata.org/entity/Q57420541

Adriano Tramontano Oscar Tamburis Giulio Perillo Guido Iaccarino Arriel Benis Mario Magliulo A cloud-edge reference architecture for intertwining health digital domains. 2026 32 Health Informatics J. 1 https://doi.org/10.1177/14604582251383803 db/journals/hij/hij32.html#TramontanoTPIBM26 streams/journals/hij

Helit Bauberg Nimrod Tachnai Gur Hanan Dana Nehama Oscar Tamburis Stéfan Jacques Darmoni Julien Grosjean Arriel Benis Automated Elicitation of Human and Ecological Health Indicators: An LLM-Based Practical Implementation for One Digital Health. 1488-1492 2025 MedInfo https://doi.org/10.3233/SHTI251086 conf/medinfo/2025 db/conf/medinfo/medinfo2025.html#BaubergTHNTDGB25

Orly Tamir Hassan Kais Moran Accos-Carmel Tatyana Kolobov Gideon Matthews Aviva Lipsits Yuval Shalev Sigal Sheffer-Benton Arriel Benis A Structured Social Media Health Support Program after Bariatric Surgery. 2024 952-964 15 Appl. Clin. Inform. 5 https://doi.org/10.1055/a-2395-3357 db/journals/aci/aci15.html#TamirKAKMLSSB24 streams/journals/aci

Arriel Benis Julien Grosjean Flavien Disson Mihaela Crisan-Vida Patrick Weber Lacramioara Stoicu-Tivadar Pascal Staccini Stéfan Jacques Darmoni Empowering healthcare education: A multilingual ontology for medical informatics and digital health (MIMO) integrated to artificial intelligence powered training in smart hospitals. 2024 30 Health Informatics J. 4 https://doi.org/10.1177/14604582241287010 db/journals/hij/hij30.html#BenisGDCWSSD24 streams/journals/hij

Sofia Amador Nelke Dan Kohen-Vacs Michael Khomyakov Maria Rosienkiewicz Joanna Helman Mariusz Cholewa Mateusz Molasy Anna Górecka José Francisco Gómez González Maxime Bourgain Athith Sagar Giovanni Berselli Daniel Blank Michael Winokur Arriel Benis Enhancing Lessons on the Internet of Things in Science, Technology, Engineering, and Medical Education with a Remote Lab. 6424 2024 October 24 Sensors 19 https://doi.org/10.3390/s24196424 db/journals/sensors/sensors24.html#NelkeKKRHCMGGBSBBWB24 streams/journals/sensors

Oscar Tamburis Adriano Tramontano Giulio Perillo Arriel Benis Mario Magliulo All for One, All at Once: A Pluggable and Referenceable Architecture for Monitoring Biophysical Parameters Across Intertwined Domains. 264-276 2024 AINA (5) https://doi.org/10.1007/978-3-031-57931-8_26 conf/aina/2024-5 db/conf/aina/aina2024-5.html#TamburisTPBM24 Shai Rozenes Adi Fux Ilya Kagan Moran Hellerman Boaz Tadmor Arriel Benis Novel ways to analyse and cope alert-fatigue phenomenon in intensive care units. 2001 2024 IESS https://doi.org/10.1051/itmconf/20246202001 https://www.wikidata.org/entity/Q128857061 conf/icexss/2024 db/conf/icexss/icexss2024.html#RozenesFKHTB24 Mario Baggetta Mariusz Cholewa Mateusz Molasy Maria Rosienkiewicz Joanna Helman Anna Górecka Maxime Bourgain Athith Sagar Dan Kohen-Vacs Michael Winokur Arriel Benis Federico Balugani Giovanni Berselli Introducing CAD/CAE tools in Robotics Education: a Case Study from the Deetechtive Project. 1-6 2024 MESA https://doi.org/10.1109/MESA61532.2024.10704858 conf/mesa/2024 db/conf/mesa/mesa2024.html#BaggettaCMRHGBS24 Helit Bauberg Dana Nehama Constantine Blinder Roy Davidman Eliyahu Cohen Oscar Tamburis Stéfan Jacques Darmoni Julien Grosjean Arriel Benis Initiating a One Digital Health Unified Terminology (ODH-UT) to Facilitate Community Expansion. 1569-1573 2024 MIE https://doi.org/10.3233/SHTI240719 conf/mie/2024 db/conf/mie/mie2024.html#BaubergNBDCTDGB24 Lacramioara Stoicu-Tivadar Arriel Benis Thomas M. Deserno Sorana D. Bolboaca Kaija Saranto Mihaela Crisan-Vida Parisis Gallos Oana Sorina Chirila Patrick Weber George I. Mihalas Oscar Tamburis Collaboration across Disciplines for the Health of People, Animals and Ecosystems - Proceedings of the EFMI Special Topic Conference 2024, EFMI-STC 2024, Timisoara, Romania, 27-29 November 2024. IOS Press 2024 EFMI-STC Studies in Health Technology and Informatics 321 978-1-64368-554-0 https://doi.org/10.3233/SHTI321 db/conf/efmi-stc/stc2024.html John Mantas Arie Hasman George Demiris Kaija Saranto Michael Marschollek Theodoros N. Arvanitis Ivana Ognjanovic Arriel Benis Parisis Gallos Emmanouil Zoulias Elisavet Andrikopoulou Digital Health and Informatics Innovations for Sustainable Health Care Systems - Proceedings of MIE 2024, Athens, Greece, 25-29 August 2024. IOS Press 2024 MIE Studies in Health Technology and Informatics 316 978-1-64368-533-5 https://doi.org/10.3233/SHTI316 db/conf/mie/mie2024.html

Shai Rozenes Adi Fux Ilya Kagan Moran Hellerman Boaz Tadmor Arriel Benis Alert-Grouping: Smart Personalization of Monitoring System Thresholds to Help Healthcare Teams Struggle with Alarm Fatigue in Intensive Care. 113 2023 December 47 J. Medical Syst. 1 https://doi.org/10.1007/s10916-023-02010-6 db/journals/jms/jms47.html#RozenesFKHTB23

Oscar Tamburis Mario Magliulo Adriano Tramontano Giulio Perillo Arriel Benis Serena Calabrò Precision Grazing: when Agriculture, Livestock and Technology unite. 3510-3515 2023 IEEE Big Data https://doi.org/10.1109/BigData59044.2023.10386768 conf/bigdataconf/2023 db/conf/bigdataconf/bigdataconf2023.html#TamburisMTPBC23 Georgios Koutalieris Symeon Symeonidis Iphigeneia Kapsomenaki Maria João Feio Luigi Esposito Arriel Benis Carina Dantas Miriam Cabrita Harm op den Akker Oscar Tamburis Enhancing Urban Environmental Sustainability Through Unified Stakeholders Needs Co-Creation Process (AENEA). 899-904 2023 MetroXRAINE https://doi.org/10.1109/MetroXRAINE58569.2023.10405595 conf/metroxraine/2023 db/conf/metroxraine/metroxraine2023.html#KoutalierisSKFEBDCAT23 Mauro Giacomini Lacramioara Stoicu-Tivadar Gabriella Balestra Arriel Benis Stefano Bonacina Alessio Bottrighi Thomas M. Deserno Parisis Gallos Lenka Lhotská Sara Marceglia Alejandro C. Pazos Sierra Samanta Rosati Lucia Sacchi Telehealth Ecosystems in Practice - Proceedings of the EFMI Special Topic Conference 2023, EFMI-STC 2023, Turin, Italy, 25 - 27 October 2023. IOS Press 2023 EFMI-STC Studies in Health Technology and Informatics 309 978-1-64368-450-5 978-1-64368-451-2 https://doi.org/10.3233/SHTI309 db/conf/efmi-stc/stc2023.html Maria Hägglund Madeleine Blusi Stefano Bonacina Lina Nilsson Inge Cort Madsen Sylvia Pelayo Anne Moen Arriel Benis Lars Lindsköld Parisis Gallos Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22 - 25 May 2023. IOS Press 2023 MIE Studies in Health Technology and Informatics 302 978-1-64368-388-1 978-1-64368-389-8 https://doi.org/10.3233/SHTI302 db/conf/mie/mie2023.html

Annika Reinke Minu Tizabi Michael Baumgartner 0001 Matthias Eisenmann Doreen Heckmann-Nötzel A. Emre Kavur Tim Rädsch Carole H. Sudre Laura Ación Michela Antonelli Tal Arbel Spyridon Bakas Arriel Benis Matthew B. Blaschko Florian Büttner 0001 M. Jorge Cardoso Veronika Cheplygina Jianxu Chen 0001 Evangelia Christodoulou Beth A. Cimini Gary S. Collins Keyvan Farahani Luciana Ferrer Adrian Galdran Bram van Ginneken Ben Glocker Patrick Godau Robert Haase 0001 Daniel A. Hashimoto Michael M. Hoffman Merel Huisman Fabian Isensee Pierre Jannin Charles E. Kahn Dagmar Kainmueller Bernhard Kainz Alexandros Karargyris Alan Karthikesalingam Hannes Kenngott Jens Kleesiek Florian Kofler Thijs Kooi Annette Kopp-Schneider Michal Kozubek 0001 Anna Kreshuk Tahsin M. Kurç Bennett A. Landman Geert Litjens 0001 Amin Madani Klaus H. Maier-Hein Anne L. Martel Peter Mattson Erik Meijering Bjoern H. Menze Karel G. M. Moons Henning Müller Brennan Nichyporuk Felix Nickel Jens Petersen Susanne M. Rafelski Nasir M. Rajpoot Mauricio Reyes 0001 Michael A. Riegler Nicola Rieke Julio Saez-Rodriguez Clara I. Sánchez Shravya Shetty Maarten van Smeden Ronald M. Summers Abdel A. Taha Aleksei Tiulpin Sotirios A. Tsaftaris Ben Van Calster Gaël Varoquaux Manuel Wiesenfarth Ziv R. Yaniv Paul F. Jäger Lena Maier-Hein Understanding metric-related pitfalls in image analysis validation. 2023 abs/2302.01790 CoRR https://doi.org/10.48550/arXiv.2302.01790 db/journals/corr/corr2302.html#abs-2302-01790

Arriel Benis Julien Grosjean Kévin Billey Gustavo Montanha Verena Dornauer Mihaela Crisan-Vida Werner O. Hackl Lacramioara Stoicu-Tivadar Stéfan Jacques Darmoni Medical informatics and digital health multilingual ontology (MIMO): A tool to improve international collaborations. 104860 2022 167 Int. J. Medical Informatics https://doi.org/10.1016/j.ijmedinf.2022.104860 db/journals/ijmi/ijmi167.html#BenisGBMDCHSD22

Stéfan Jacques Darmoni Arriel Benis Émeline Lejeune Flavien Disson Badisse Dahamna Patrick Weber Pascal Staccini Julien Grosjean Digital Health Multilingual Ontology to Index Teaching Resources. 19-23 2022 EFMI-STC https://doi.org/10.3233/SHTI220900 conf/efmi-stc/2022 db/conf/efmi-stc/stc2022.html#DarmoniBLDDWSG22 Mikaël Dusenne Kévin Billey Florent Desgrippes Arriel Benis Stéfan Jacques Darmoni Julien Grosjean WikiMeSH: Multi Lingual MeSH Translations via Wikipedia. 403-404 2022 MIE https://doi.org/10.3233/SHTI220483 conf/mie/2022 db/conf/mie/mie2022.html#DusenneBDBDG22 Arriel Benis Social Media and the Internet of Things for Emergency and Disaster Medicine Management. 105-117 2022 Accident and Emergency Informatics https://doi.org/10.3233/SHTI220011 series/shti/291 db/series/shti/shti291.html#Benis22 Philip Scott John Mantas Arriel Benis Ivana Ognjanovic Kaija Saranto J. Andrew Ware Ian Wells Parisis Gallos Digital Professionalism in Health and Care: Developing the Workforce, Building the Future - Proceedings of the EFMI Special Topic Conference, EFMI-STC 2022, Cardiff, Wales, UK, 7- 8 September 2022. IOS Press 2022 EFMI-STC Studies in Health Technology and Informatics 298 978-1-64368-310-2 978-1-64368-311-9 https://doi.org/10.3233/SHTI298 db/conf/efmi-stc/stc2022.html Brigitte Séroussi Patrick Weber Ferdinand Dhombres Cyril Grouin Jan-David Liebe Sylvia Pelayo Andrea Pinna 0001 Bastien Rance Lucia Sacchi Adrien Ugon Arriel Benis Parisis Gallos Challenges of Trustable AI and Added-Value on Health - Proceedings of MIE 2022, Medical Informatics Europe, Nice, France, May 27-30, 2022. IOS Press 2022 MIE Studies in Health Technology and Informatics 294 978-1-64368-284-6 978-1-64368-285-3 https://doi.org/10.3233/SHTI294 db/conf/mie/mie2022.html

Lena Maier-Hein Annika Reinke Evangelia Christodoulou Ben Glocker Patrick Godau Fabian Isensee Jens Kleesiek Michal Kozubek 0001 Mauricio Reyes 0001 Michael A. Riegler Manuel Wiesenfarth Michael Baumgartner 0001 Matthias Eisenmann Doreen Heckmann-Nötzel A. Emre Kavur Tim Rädsch Minu Dietlinde Tizabi Laura Ación Michela Antonelli Tal Arbel Spyridon Bakas Peter Bankhead Arriel Benis M. Jorge Cardoso Veronika Cheplygina Beth A. Cimini Gary S. Collins Keyvan Farahani Bram van Ginneken Daniel A. Hashimoto Michael M. Hoffman Merel Huisman Pierre Jannin Charles E. Kahn Alexandros Karargyris Alan Karthikesalingam Hannes Kenngott Annette Kopp-Schneider Anna Kreshuk Tahsin M. Kurç Bennett A. Landman Geert Litjens 0001 Amin Madani Klaus H. Maier-Hein Anne L. Martel Peter Mattson Erik Meijering Bjoern H. Menze David Moher Karel G. M. Moons Henning Müller Felix Nickel Brennan Nichyporuk Jens Petersen Nasir M. Rajpoot Nicola Rieke Julio Saez-Rodriguez Clarisa Sánchez Gutiérrez Shravya Shetty Maarten van Smeden Carole H. Sudre Ronald M. Summers Abdel A. Taha Sotirios A. Tsaftaris Ben Van Calster Gaël Varoquaux Paul F. Jäger Metrics reloaded: Pitfalls and recommendations for image analysis validation. 2022 abs/2206.01653 CoRR https://doi.org/10.48550/arXiv.2206.01653 db/journals/corr/corr2206.html#abs-2206-01653

Arriel Benis Sofia Amador Nelke Michael Winokur Training the Next Industrial Engineers and Managers about Industry 4.0: A Case Study about Challenges and Opportunities in the COVID-19 Era. 2905 2021 21 Sensors 9 https://doi.org/10.3390/s21092905 db/journals/sensors/sensors21.html#BenisNW21

Arriel Benis Oscar Tamburis One Digital Health Is FAIR. 57-58 2021 EFMI-STC https://doi.org/10.3233/SHTI210812 conf/efmi-stc/2021 db/conf/efmi-stc/stc2021.html#BenisT21 Jaime Delgado Arriel Benis Paula de Toledo Parisis Gallos Mauro Giacomini Alicia Martinez-García Dario Salvi Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era - Proceedings of the 2021 EFMI Special Topic Conference, EFMI-STC 2021, Virtual Event / Seville, Spain, 22 - 24 November 2021. IOS Press 2021 EFMI-STC Studies in Health Technology and Informatics 287 978-1-64368-236-5 978-1-64368-237-2 https://doi.org/10.3233/SHTI287 db/conf/efmi-stc/stc2021.html Eugene Levner Boris Kriheli Arriel Benis Alexander Ptuskin Amir Elalouf Sharon Hovav Shai Ashkenazi Entropy-Based Approach to Efficient Cleaning of Big Data in Hierarchical Databases. 3-12 2020 BigData https://doi.org/10.1007/978-3-030-59612-5_1 conf/bigdata2/2020 db/conf/bigdata2/bigdata2020.html#LevnerKBPEHA20 Arriel Benis Sofia Amador Nelke Michael Winokur Upgrading Industrial Engineering and Management curriculum to Industry 4.0. 355-359 2020 ICIT https://doi.org/10.1109/ICIT45562.2020.9067243 conf/icit2/2020 db/conf/icit2/icit2020.html#BenisNW20 Arriel Benis Almog Boim Amos Notea A Social Networks Data Historian Supporting Research in Emergency & Disaster Medicine and Management. 231-232 2019 EFMI-STC https://doi.org/10.3233/978-1-61499-959-1-231 conf/efmi-stc/2019 db/conf/efmi-stc/stc2019.html#BenisBN19 Arriel Benis Mihaela Crisan-Vida Lacramioara Stoicu-Tivadar Stéfan Jacques Darmoni A Multi-Lingual Dictionary for Health Informatics as an International Cooperation Pillar. 31-34 2019 ICIMTH https://doi.org/10.3233/SHTI190009 https://www.wikidata.org/entity/Q92207946 conf/icimth/2019 db/conf/icimth/icimth2019.html#BenisCSD19 Arriel Benis Mihaela Crisan-Vida Lacramioara Stoicu-Tivadar The EFMI Working Group "Healthcare Informatics for Interregional Cooperation": An Evolving Strategy for Building Cooperation Bridges. 1907-1908 2019 MedInfo https://doi.org/10.3233/SHTI190707 https://www.wikidata.org/entity/Q92781895 conf/medinfo/2019 db/conf/medinfo/medinfo2019.html#BenisCS19 Arriel Benis Healthcare Informatics Project-Based Learning: An Example of a Technology Management Graduation Project Focusing on Veterinary Medicine. 267-271 2018 EFMI-STC https://doi.org/10.3233/978-1-61499-921-8-267 conf/efmi-stc/2018 db/conf/efmi-stc/stc2018.html#Benis18 Arriel Benis Amos Notea Refael Barkan Risk and Disaster Management: From Planning and Expertise to Smart, Intelligent, and Adaptive Systems. 286-290 2018 MIE https://doi.org/10.3233/978-1-61499-852-5-286 conf/mie/2018 db/conf/mie/mie2018.html#BenisNB18 Arriel Benis Mélanie Courtine Biomarker Discovery in Medical Genomics Data. 265-274 2009 BIOCOMP conf/biocomp/2009 db/conf/biocomp/biocomp2009.html#BenisC09 Arriel Benis Mélanie Courtine Un système pour l'extraction de corrélations linéaires dans des données de génomique médicale. 467-468 2009 EGC conf/f-egc/2009 db/conf/f-egc/egc2009.html#BenisC09 https://editions-rnti.fr/?inprocid=1000807 Arriel Benis Jean-Daniel Zucker DiscoClini : Une méthodologie pour l'extraction de relations linéaires dans des données de génomique médicale. 337-339 2007 Actes d'IC http://www.irit.fr/GRACQ/article.php3?id_article=227 conf/f-ic/2007 db/conf/f-ic/ic2007.html#BenisZ07 Arriel Benis Categorizing Gene Expression Correlations with Bioclinical Data: An Abstraction Based Approach. 352-353 2005 conf/sara/2005 SARA https://doi.org/10.1007/11527862_29 db/conf/sara/sara2005.html#Benis05

Blaise Hanczar Mélanie Courtine Arriel Benis Corneliu Henegar Karine Clément Jean-Daniel Zucker Improving classification of microarray data using prototype-based feature selection. 23-30 2003 5 SIGKDD Explor. 2 https://doi.org/10.1145/980972.980977 db/journals/sigkdd/sigkdd5.html#HanczarCBHCZ03

Moran Accos-Carmel Laura Ación Harm op den Akker Elisavet Andrikopoulou Michela Antonelli Tal Arbel Theodoros N. Arvanitis Shai Ashkenazi Mario Baggetta Spyridon Bakas Gabriella Balestra Federico Balugani Peter Bankhead Refael Barkan Helit Bauberg Michael Baumgartner 0001 Giovanni Berselli Kévin Billey Daniel Blank Matthew B. Blaschko Constantine Blinder Madeleine Blusi Almog Boim Sorana D. Bolboaca Stefano Bonacina Alessio Bottrighi Maxime Bourgain Florian Buettner 0001Florian Büttner 0001 Miriam Cabrita Serena Calabrò Ben Van Calster Manuel Jorge CardosoM. Jorge Cardoso Jianxu Chen 0001 Veronika Cheplygina Oana Sorina Chirila Mariusz Cholewa Evangelia Christodoulou Beth A. Cimini Karine Clément Eliyahu Cohen Gary S. Collins Mélanie Courtine Badisse Dahamna Carina Dantas Stéfan Jacques Darmoni Roy Davidman Jaime Delgado George Demiris Thomas M. Deserno Florent Desgrippes Ferdinand Dhombres Flavien Disson Verena Dornauer Mikaël Dusenne Matthias Eisenmann Amir Elalouf Luigi Esposito Keyvan Farahani Maria João Feio Luciana Ferrer Adi Fux Adrian Galdran Parisis Gallos Mauro Giacomini Bram van Ginneken Ben Glocker Patrick Godau José Francisco Gómez González Anna Górecka Julien Grosjean Cyril Grouin Clarisa Sánchez Gutiérrez Robert Haase 0001 Werner O. Hackl Maria Hägglund Gur Hanan Blaise Hanczar Daniel A. Hashimoto Arie Hasman Doreen Heckmann-Nötzel Moran Hellerman Joanna Helman Corneliu Henegar Michael M. Hoffman Sharon Hovav Merel Huisman Guido Iaccarino Fabian Isensee Paul F. JaegerPaul F. Jäger Pierre Jannin Ilya Kagan Charles E. Kahn Jr.Charles E. Kahn Dagmar KainmüllerDagmar Kainmueller Bernhard Kainz Hassan Kais Iphigeneia Kapsomenaki Alexandros Karargyris Alan Karthikesalingam A. Emre Kavur Hannes Kenngott Michael Khomyakov Jens Kleesiek Florian Kofler Dan Kohen-Vacs Tatyana Kolobov Thijs Kooi Annette Kopp-Schneider Georgios Koutalieris Michal Kozubek 0001 Anna Kreshuk Boris Kriheli Tahsin M. Kurç Bennett A. Landman Émeline Lejeune Eugene Levner Lenka Lhotská Jan-David Liebe Lars Lindsköld Aviva Lipsits Geert Litjens 0001 Amin Madani Inge Cort Madsen Mario Magliulo Klaus H. Maier-Hein Lena Maier-Hein John Mantas Sara Marceglia Michael Marschollek Anne L. Martel Alicia Martinez-García Gideon Matthews Peter Mattson Erik Meijering Bjoern MenzeBjoern H. Menze George I. Mihalas Anne Moen David Moher Mateusz Molasy Gustavo Montanha Karel G. M. Moons Henning Müller Dana Nehama Sofia Amador Nelke Brennan Nichyporuk Felix Nickel Lina Nilsson Amos Notea Ivana Ognjanovic Sylvia Pelayo Giulio Perillo Jens Petersen Andréa Pinna 0001Andrea Pinna 0001 Alexander Ptuskin Tim Rädsch Susanne M. Rafelski Nasir M. Rajpoot Bastien Rance Annika Reinke Mauricio Reyes 0001 Michael Riegler 0001Michael A. Riegler Nicola Rieke Samanta Rosati Maria Rosienkiewicz Shai Rozenes Lucia Sacchi Julio Saez-Rodriguez Athith Sagar Dario Salvi Clara I. Sánchez Kaija Saranto Philip Scott Brigitte Séroussi Yuval Shalev Sigal Sheffer-Benton Shravya Shetty Alejandro C. Pazos Sierra Maarten van Smeden Pascal Staccini Lacramioara Stoicu-Tivadar Carole H. Sudre Ronald M. Summers Symeon Symeonidis Nimrod Tachnai Boaz Tadmor Abdel A. Taha Oscar Tamburis Orly Tamir Aleksei Tiulpin Minu TizabiMinu Dietlinde Tizabi Paula de Toledo Adriano Tramontano Sotirios A. Tsaftaris Adrien Ugon Gaël Varoquaux Mihaela Marcella VidaMihaela Crisan-Vida J. Andrew Ware Patrick Weber Ian Wells Manuel Wiesenfarth Michael Winokur Ziv YanivZiv R. Yaniv Emmanouil Zoulias Jean-Daniel Zucker