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Stavroula Mougiakakou

University of Bern

37H-index
176Paper Count
5.8KCitation Count
Published Papers 45
Publication Date
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Foundation models in sleep research: opportunities and limitations
errSleep
IF4.9
err2026-09-15
err0
errOAAI
errAnnina Helmy; Rafael Morand; Alessia Calzoni; Alvise Dei Rossi; Luigi Fiorillo; Claudio L A Bassetti; Francesca Faraci; Stavroula Mougiakakou; Athina Tzovara; Markus H Schmidt; null
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Long-term type 2 diabetes risk prediction using machine learning with childhood, adolescent, and genetic factors
errScientific Reports
IF3.9
err2026-08-07
err0
errOAAI
errRooholla Poursoleymani; Ioannis Papathanail; Lorenzo Brigato; Olli Raitakari; Jorma Viikari; Mika Kähönen; Eero Jokinen; Tomi P. Laitinen; Päivi Tossavainen; Juha Mykkänen; Terho Lehtimäki; Katja Pahkala; Suvi Rovio; Russell Thomson; Costan G. Magnussen; Eva Segelov; Markus Juonala; Christoph Saner; Stavroula G. Mougiakakou
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Machine Learning for Diagnosis and Differentiation of Central Disorders of Hypersomnolence: A Systematic Review
errEuropean Journal of Neurology
IF3.9
err2026-06-04
err0
errOAAI
errAnnina Helmy; Livia G. Fregolente; Marc von Gernler; Rafael Morand; Julia van der Meer; Markus Schmidt; Stavroula Mougiakakou; Athina Tzovara; Claudio L. A. Bassetti
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The role of drones in delivering emergency medical and surgical support in conflict zones
errSwiss Medical Weekly
IF1.9
err2026-03-01
err1
PREAI
errMohajer-Bastami, Ata; Ong, Samuel Chon Sum; OKelly, Aebhric; Kaufmann, Darius; Moin, Sarah; Fyntanidou, Barbara; Hautz, Wolf E.; Ribordy, Vincent; Exadaktylos, Aristomenis K.; Brigato, Lorenzo; Mougiakakou, Stavroula; Hoffmann, Rebecca; Ahmad, Suhaib J. S.
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Advancing Personalized Strategies for Obesity Prevention Through Biologically and Behaviorally Tailored Interventions: The Strategic Framework for the BETTER4U Initiative
errObesity Reviews
IF7.4
err2026-02-22
err0
errOAAI
errMaria Kafyra; Ioanna Panagiota Kalafati; Susanne Bruins; Chrysa Episkopou; Delfien Gryspeerdt; Lisa Heggie; Saskia Kaltenbrunner; Stephan Kampshoff; Eva Karaglani; Hande Özkayagan Prändl; Ioannis Papathanail; Panagiotis G. Symianakis; Darya Silchenko; Vasiliki Vavouraki; Dorret Boomsma; Anastasios Delopoulos; Christos Diou; Anders Eriksson; Jaakko Kaprio; Paulina Krzywicka; Aleksandra Luszczynska; Yannis Manios; Eirini Marouli; Panagiotis Moulos; Stavroula Mougiakakou; René Pool; Karri Silventoinen; Nick Verhaege; Ruben Willems; George V. Dedoussis; the BETTER4U consortium
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iSPHYNCS: Unsupervised Clustering in Questionnaires and Metadata Reveals Distinct Subtypes in the Narcolepsy Borderland
errJournal of Sleep Research
IF3.9
err2026-02-09
err0
errOAAI
errRafael Morand; Livia Fregolente; Julia van der Meer; Elena S. Wenz; Annina Helmy; Lorenzo Brigato; Jan D. Warncke; Kseniia Zub; Ramin Khatami; Zhongxing Zhang; Sigrid von Manitius; Silvia Miano; Jens Acker; Mathias Strub; Ulf Kallweit; Gert Jan Lammers; Athina Tzovara; Claudio L. A. Bassetti; Stavroula Mougiakakou; Markus H. Schmidt
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DeepSMCP-Deep-learning powered denoising of Monte Carlo dose distributions within the Swiss Monte Carlo Plan
errZeitschrift fur Medizinische Physik
IF4.2
err2026-02-01
err1
errOAAI
errLoebner, Hannes A.; Joost, Raphael; Bertholet, Jenny; Mougiakakou, Stavroula; Fix, Michael K.; Manser, Peter
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Artificial intelligence for fracture detection on computed tomography: a comprehensive systematic review and meta-analysis of diagnostic test accuracy in non-commercial and commercial solutions
errEmergency Radiology
IF1.3
err2026-02-01
err0
errOAAI
errHusarek, Julius; Fuchss, Anika M. C.; Ruder, Thomas D.; Mougiakakou, Stavroula; Exadaktylos, Aristomenis; Wahedi, Katharina; Muller, Martin
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Artificial intelligence in healthcare: applications; challenges; and future directions. A narrative review informed by international; multidisciplinary expertise
errFrontiers in Digital Health
IF3.8
err2025-11-06
err0
errOAAI
errAta Mohajer-Bastami†; Sarah Moin†; Suhaib Ahmad†; Ahmed R. Ahmed; Sjaak Pouwels; Shahab Hajibandeh; Wah Yang; Chetan Parmar; Mohammad Kermansaravi; Miriam Khalil; Ali Waleed Khalid; Ameer Khamise; David Rawaf; Farzad Hosseini; Anurag Agarwal; Anil Lala; Shafi Ahmed; Bijendra Patel; Barbara Fyntanidou; Richard Egan; Stavroula G. Mougiakakou; Dominik Andreas Jakob; Vincent Ribordy; Wolf E. Hautz; Aristomenis K. Exadaktylos
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iSPHYNCS: Enabling long-term actigraphy with vital signals in a comparison between Fitbit Inspire 2/HR and MotionWatch 8 for non-parametric circadian rhythm analysis
errSmart Health
IF0
err2025-10-01
err0
errOAAI
errMorand, Rafael; Gnarra, Oriella; Van Der Meer, Julia; Warncke, Jan D.; Helmy, Annina; Fregolente, Livia G.; Wenz, Elena; Zub, Kseniia; Brigato, Lorenzo; Bassetti, Claudio L. A.; Mougiakakou, Stavroula; Schmidt, Markus H.
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Study protocol for exploring diabetes numeracy and health literacy across Europe (EDUCATE): A multicentre cross-sectional study
errDiabetic Medicine
IF3.4
err2025-09-18
err0
errOAAI
errElisabeth J. den Brok; Cecilie Hornborg-Svensson; Nefeli M. Dimitropoulou; Sofie Broeng-Mikkelgaard; Mikkel T. Olsen; Lubnaa Abdur Rahman; Ioannis Papathanail; Antje Wiede; Juliane Peters; Peter R. Mertens; Eva Zikou; Georgios Karamanakos; Stavros Athanasopoulos; Asimina Mitrakou; Konstantinos Makrilakis; Sander M. J. van Kuijk; Stavroula Mougiakakou; Marleen M. J. van Greevenbroek; Ulrik Pedersen-Bjergaard; Bastiaan E. de Galan; Cassy F. Dingena; the MELISSA consortium
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Imputation Model for Glucose Values Above the Upper Detection Limit for Continuous Glucose Monitors
errDIABETES TECHNOLOGY & THERAPEUTICS
IF6.3
err2025-05-21
err0
PREAI
errOlsen, Mikkel T.; Panagiotou, Maria; Strommen, Knut J.; Klarskov, Carina K.; Kristensen, Peter L.; Mougiakakou, Stavroula
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Reducing meat consumption using a diet-related written prompt and the Swiss food pyramid: A field study
errFOOD QUALITY AND PREFERENCE
IF4.9
err2025-05-01
err0
errOAAI
errZumthurm, Samuel; Papathanail, Ioannis; Rahman, Lubnaa Abdur; Brigato, Lorenzo; Mougiakakou, Stavroula; Stampfli, Aline
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AI for IMPACTS Framework for Evaluating the Long-Term Real-World Impacts of AI-Powered Clinician Tools: Systematic Review and Narrative Synthesis
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2025-02-05
err0
errOAAI
errJacob, Christine; Brasier, Noe; Laurenzi, Emanuele; Heuss, Sabina; Mougiakakou, Stavroula-Georgia; Coltekin, Arzu; Peter, Marc K.
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The effect of bolus advisors on glycaemic parameters in adults with diabetes on intensive insulin therapy: A systematic review with meta-analysis
errDIABETES OBESITY & METABOLISM
IF5.7
err2024-03-19
err1
errOAAI
errden Brok, Elisabeth J.; Svensson, Cecilie H.; Panagiotou, Maria; van Greevenbroek, Marleen M. J.; Mertens, Peter R.; Vazeou, Andriani; Mitrakou, Asimina; Makrilakis, Konstantinos; Franssen, Gregor H. L. M.; van Kuijk, Sander; Proennecke, Stephan; Mougiakakou, Stavroula; Pedersen-Bjergaard, Ulrik; de Galan, Bastiaan E.
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Computer-Aided Diagnosis System for Lung Fibrosis: From the Effect of Radiomic Features and Multi-Layer-Perceptron Mixers to Pre-Clinical Evaluation
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errFontanellaz, M.; Christe, A.; Christodoulidis, S.; Dack, E.; Roos, J.; Drakopoulos, D.; Sieron, D.; Peters, A.; Geiser, T.; Funke-Chambour, M.; Heverhagen, J.; Hoppe, H.; Exadaktylos, A. K.; Ebner, L.; Mougiakakou, S.
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The Nutritional Content of Meal Images in Free-Living Conditions-Automatic Assessment with goFOOD™
errNUTRIENTS
IF5
err2023-09-02
err4
errOAAI
errPapathanail, Ioannis; Abdur Rahman, Lubnaa; Brigato, Lorenzo; Bez, Natalie S.; Vasiloglou, Maria F.; van der Horst, Klazine; Mougiakakou, Stavroula
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Artificial Intelligence and Interstitial Lung Disease Diagnosis and Prognosis
errINVESTIGATIVE RADIOLOGY
IF8
err2023-04-12
err15
errOAAI
errDack, Ethan; Christe, Andreas; Fontanellaz, Matthias; Brigato, Lorenzo; Heverhagen, Johannes T.; Peters, Alan A.; Huber, Adrian T.; Hoppe, Hanno; Mougiakakou, Stavroula; Ebner, Lukas
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A feasibility study to assess Mediterranean Diet adherence using an AI-powered system
errSCIENTIFIC REPORTS
IF3.9
err2022-10-11
err10
errOAAI
errPapathanail, Ioannis; Vasiloglou, Maria F.; Stathopoulou, Thomai; Ghosh, Arindam; Baumann, Manuel; Faeh, David; Mougiakakou, Stavroula
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Multimedia Data-Based Mobile Applications for Dietary Assessment
errJOURNAL OF DIABETES SCIENCE AND TECHNOLOGY
IF3.7
err2022-03-29
err7
errOAAI
errVasiloglou, Maria F.; Marcano, Isabel; Lizama, Sergio; Papathanail, Ioannis; Spanakis, Elias K.; Mougiakakou, Stavroula
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
C
Claudio L. Bassetti
H-index: 107 · Papers: 960
H
Heiko Schöder
H-index: 90 · Papers: 676
D
David Laith Rawaf
H-index: 79 · Papers: 143
P
Peter R. Mertens
H-index: 61 · Papers: 397
P
Paul Cumming
H-index: 59 · Papers: 495
View more