Publications

2024

den 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 (2024). The effect of bolus advisors on glycaemic parameters in adults with diabetes on intensive insulin therapy: A systematic review with meta-analysis. Diabetes, obesity & metabolism, 26(5), pp. 1950-1961. Wiley 10.1111/dom.15521

Fontanellaz, 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. (2024). Computer-Aided Diagnosis System for Lung Fibrosis: From the Effect of Radiomic Features and Multi-Layer-Perceptron Mixers to Pre-Clinical Evaluation. IEEE access, 12, pp. 25642-25656. IEEE 10.1109/ACCESS.2024.3350430

2023

Schoemaker, Michael; Martensson, Anna; Mader, Julia K; Nørgaard, Kirsten; Freckmann, Guido; Benhamou, Pierre-Yves; Diem, Peter; Heinemann, Lutz (2023). Combining Glucose Monitoring and Insulin Infusion in an Integrated Device: A Narrative Review of Challenges and Proposed Solutions. (In Press). Journal of diabetes science and technology, p. 19322968231203237. Sage 10.1177/19322968231203237

Papathanail, Ioannis; Abdur Rahman, Lubnaa; Brigato, Lorenzo; Bez, Natalie S; Vasiloglou, Maria F; van der Horst, Klazine; Mougiakakou, Stavroula (2023). The Nutritional Content of Meal Images in Free-Living Conditions-Automatic Assessment with goFOODTM. Nutrients, 15(17) MDPI 10.3390/nu15173835

Dack, Ethan; Christe, Andreas; Fontanellaz, Matthias; Brigato, Lorenzo; Heverhagen, Johannes T; Peters, Alan A; Huber, Adrian T; Hoppe, Hanno; Mougiakakou, Stavroula; Ebner, Lukas (2023). Artificial Intelligence and Interstitial Lung Disease: Diagnosis and Prognosis. Investigative radiology, 58(8), pp. 602-609. Wolters Kluwer Health 10.1097/RLI.0000000000000974

Vasiloglou, Maria F; Marcano, Isabel; Lizama, Sergio; Papathanail, Ioannis; Spanakis, Elias K; Mougiakakou, Stavroula (2023). Multimedia Data-Based Mobile Applications for Dietary Assessment. Journal of diabetes science and technology, 17(4), pp. 1056-1065. Sage 10.1177/19322968221085026

Kurmann, Silvia; Reber, Emilie; Schönenberger, Katja A; Schuetz, Philipp; Uhlmann, Katja; Vasiloglou, Maria F; Schoenenberger, Andreas W; Bertschi, Dominic; Sterchi, Anna-Barbara; Stanga, Zeno (2023). MEDPass versus conventional administration of oral nutritional supplements - A randomized controlled trial comparing coverage of energy and protein requirements. Clinical nutrition, 42(2), pp. 108-115. Elsevier 10.1016/j.clnu.2022.11.015

Klaus, Jeremias B; Christodoulidis, Stergios; Peters, Alan A; Hourscht, Cynthia; Loebelenz, Laura I; Munz, Jaro; Schroeder, Christophe; Sieron, Dominik; Drakopoulos, Dionysios; Stadler, Severin; Heverhagen, Johannes T; Prosch, Helmut; Huber, Adrian; Pohl, Moritz; Mougiakakou, Stavroula; Christe, Andreas; Ebner, Lukas (2023). Influence of Lung Reconstruction Algorithms on Interstitial Lung Pattern Recognition on CT. RöFo. Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren, 195(1), pp. 47-54. Thieme 10.1055/a-1901-7814

Haddad, Joyce; Vasiloglou, Maria F; Scheidegger-Balmer, Franziska; Fiedler, Ulrich; van der Horst, Klazine (2023). Home-based cooking intervention with a smartphone app to improve eating behaviors in children aged 7-9 years: a feasibility study. Discover social science and health, 3(1), p. 13. 10.1007/s44155-023-00042-4

2022

Vachliotis, Ilias D; Vasiloglou, Maria F; Kapama, Aikaterini; Matsagkos, Dimitrios; Goulas, Antonis; Papaioannidou, Paraskevi; Polyzos, Stergios A (2022). Association between hepatic steatosis and fibrosis indices and dietary habits, physical activity, and quality of life. Arab journal of gastroenterology, 23(4), pp. 277-287. Elsevier 10.1016/j.ajg.2022.05.006

Papathanail, Ioannis; Vasiloglou, Maria F; Stathopoulou, Thomai; Ghosh, Arindam; Baumann, Manuel; Faeh, David; Mougiakakou, Stavroula (2022). A feasibility study to assess Mediterranean Diet adherence using an AI-powered system. Scientific reports, 12(1), p. 17008. Springer Nature 10.1038/s41598-022-21421-y

Shrivastava, Chandrima; Berry, Tarl; Cronje, Paul; Schudel, Seraina; Defraeye, Thijs (2022). Digital twins enable the quantification of the trade-offs in maintaining citrus quality and marketability in the refrigerated supply chain. Nature food, 3(6), pp. 413-427. Springer Nature 10.1038/s43016-022-00497-9

2021

Vasiloglou, Maria F.; Christodoulidis, Stergios; Reber, Emilie; Stathopoulou, Thomai; Lu, Ya; Stanga, Zeno; Mougiakakou, Stavroula (2021). Perspectives and Preferences of Adult Smartphone Users Regarding Nutrition and Diet Apps: Web-Based Survey Study. JMIR mHealth and uHealth, 9(7), e27885. JMIR Publications 10.2196/27885

Reber, Emilie; Schönenberger, Katja; Vasiloglou, Maria; Stanga, Zeno (2021). Nutritional Risk Screening in Cancer Patients: The First Step Toward Better Clinical Outcome. Frontiers in Nutrition, 8, p. 603936. Frontiers Media 10.3389/fnut.2021.603936

Kurmann, Silvia; Reber, Emilie; Vasiloglou, Maria; Schuetz, Philipp; Schoenenberger, Andreas W.; Uhlmann, Katja; Sterchi, Anna-Barbara; Stanga, Zeno (2021). Energy and protein intake in medical and geriatric inpatients with MEDPass versus conventional administration of oral nutritional supplements: study protocol for the randomized controlled MEDPass Trial. Trials, 22(1), p. 210. BioMed Central 10.1186/s13063-021-05145-4

Papathanail, Ioannis; Lu, Ya; Vasiloglou, Maria; Stathopoulou, Thomai; Ghosh, Arindam; Faeh, David; Mougiakakou, Stavroula (March 2021). FOOD RECOGNITION IN ASSESSING THE MEDITERRANEAN DIET: A HIERARCHICAL APPROACH (Unpublished). In: 14th International Conference on Advanced Technologies & Treatments for Diabetes.

Fontanellaz, Matthias Andreas; Jankovic, Marko; Mougiakakou, Stavroula (March 2021). Gradual Fine-Tuning for accurate Blood Glucose Level Prediction (Unpublished). In: 14th International Conference on Advanced Technologies & Treatments for Diabetes.

Papathanail, Ioannis; Lu, Ya; Ghosh, Arindam; Mougiakakou, Stavroula (21 February 2021). Food Recognition in the Presence of Label Noise. In: Del Bimbo, Alberto; Cucchiara, Rita; Sclaroff, Stan; Farinella, Giovanni Maria; Mei, Tao; Bertini, Marco; Escalante, Hugo Jair; Vezzani, Roberto (eds.) Pattern Recognition. ICPR International Workshops and Challenges. Lecture Notes in Computer Science: Vol. 12665 (pp. 617-628). Springer, Cham 10.1007/978-3-030-68821-9_49

Vasiloglou, Maria F; van der Horst, Klazine; Stathopoulou, Thomai; Jaeggi, Michael; Tedde, Giulia; Lu, Ya; Mougiakakou, Stavroula (2021). The Human Factor in Automated Image-Based Nutrition Apps: Analysis of Common Mistakes Using the goFOOD Lite App. JMIR mHealth and uHealth, 9(1), e24467. JMIR Publications 10.2196/24467

Lu, Ya; Stathopoulou, Thomai; Mougiakakou, Stavroula (2021). Partially Supervised Multi-Task Network for Single-View Dietary Assessment (In Press). In: ICPR2020. Milano (Virtual). Jan 10-15, 2021.

Papathanail, Ioannis; Brühlmann, Jana; Vasiloglou, Maria F.; Stathopoulou, Thomai; Exadaktylos, Aristomenis K.; Stanga, Zeno; Münzer, Thomas; Mougiakakou, Stavroula (2021). Evaluation of a Novel Artificial Intelligence System to Monitor and Assess Energy and Macronutrient Intake in Hospitalised Older Patients. Nutrients, 13(12) MDPI 10.3390/nu13124539

2020

Vasiloglou, Maria F.; Lu, Ya; Stathopoulou, Thomai; Papathanail, Ioannis; Faeh, David; Ghosh, Arindam; Baumann, Manuel; Mougiakakou, Stavroula (2020). Assessing Mediterranean Diet Adherence with the Smartphone: The Medipiatto Project. Nutrients, 12(12) MDPI 10.3390/nu12123763

Fontanellaz, Matthias Andreas; Ebner, Lukas; Huber, Adrian; Peters, Alan; Löbelenz, Laura; Hourscht, Cynthia; Klaus, Jeremias; Munz, Jaro; Ruder, Thomas; Drakopoulos, Dionysios; Sieron, Dominik; Primetis, Elias; Heverhagen, Johannes; Mougiakakou, Stavroula; Christe, Andreas (2020). A Deep-Learning Diagnostic Support System for the Detection of COVID-19 Using Chest Radiographs: A Multireader Validation Study. Investigative radiology, 56(6), pp. 348-356. Wolters Kluwer Health 10.1097/RLI.0000000000000748

Lu, Ya; Stathopoulou, Thomai; Vasiloglou, Maria F.; Pinault, Lillian; Kiley, Colleen; Spanakis, Elias; Mougiakakou, Stavroula (2020). goFOOD[TM]: An Artificial Intelligence System for Dietary Assessment. Sensors, 20(4283) MDPI https://doi.org/10.3390/s20154283

Vasiloglou, Maria F.; Christodoulidis, Stergios; Reber, Emilie; Stathopoulou, Thomai; Lu, Ya; Stanga, Zeno; Mougiakakou, Stavroula (2020). What Healthcare Professionals Think of “Nutrition & Diet” Apps: An International Survey. Nutrients, 12(8) MDPI 10.3390/nu12082214

Lu, Ya; Stathopoulou, Thomai; Vasiloglou, Maria F.; Christodoulidis, Stergios; Stanga, Zeno; Mougiakakou, Stavroula (2020). An Artificial Intelligence-Based System to Assess Nutrient Intake for Hospitalised Patients. IEEE transactions on multimedia, 2019, pp. 5696-5699. Institute of Electrical and Electronics Engineers 10.1109/TMM.2020.2993948

Ebner, Lukas; Christodoulidis, Stergios; Stathopoulou, Thomai; Geiser, Thomas; Stalder, Odile; Limacher, Andreas; Heverhagen, Johannes; Mougiakakou, Stavroula; Christe, Andreas (2020). Meta-analysis of the radiological and clinical features of Usual Interstitial Pneumonia (UIP) and Nonspecific Interstitial Pneumonia (NSIP). PLoS ONE, 15(1), e0226084. Public Library of Science 10.1371/journal.pone.0226084

Christe, Andreas; Stathopoulou, T.; Mougiakakou, S.; Christodoulidis, S.; Ebner, L. (2020). Automated Diagnosis of Pulmonary Fibrosis Using Deep Learning and CT Images. American journal of respiratory and critical care medicine, 201(A2558), A2558-A2558. American Lung Association 10.1164/ajrccm-conference.2020.201.1_MeetingAbstracts.A2558

2019

Reber, Emilie; Friedli, Natalie; Vasiloglou, Maria; Schuetz, Philipp; Stanga, Zeno (2019). Management of Refeeding Syndrome in Medical Inpatients. Journal of clinical medicine, 8(12) MDPI 10.3390/jcm8122202

Reber, Emilie; Gomes, Filomena; Dähn, Ilka A.; Vasiloglou, Maria F.; Stanga, Zeno (2019). Management of Dehydration in Patients Suffering Swallowing Difficulties. Journal of Clinical Medicine, 8(11) MDPI 10.3390/jcm8111923

Sun, Qingnan; Jankovic, Marko; Budzinski, João; Moore, Brett; Diem, Peter; Stettler, Christoph; Mougiakakou, Stavroula (2019). A dual mode adaptive basal-bolus advisor based on reinforcement learning. IEEE journal of biomedical and health informatics, 23(6), pp. 2633-2641. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2018.2887067

Melis, Carlo; Garcia-Garcia, Fernando; Correa-Londoño, Martina; Wyss, Thomas; Mougiakakou, Stavroula; von Tengg-Kobligk, Hendrik (2019). The role of machine learning in clinical decision support Systems for abdominal aortic aneurysms. In: 11th European Symposium on vascular biomaterials ESVB 2019-Biomaterials and digital technologies for future indivudualized patient management in vascular surgery (pp. 137-147). Strasbourg, France: GEPROVAS

Vasiloglou, Maria F.; Fletcher, Jane; Poulia, Kalliopi-Anna (2019). Challenges and Perspectives in Nutritional Counselling and Nursing: A Narrative Review. Journal of clinical medicine, 8(9) MDPI 10.3390/jcm8091489

Sun, Qingnan; Jankovic, Marko; Mougiakakou, Stavroula (27 July 2019). Reinforcement Learning-Based Adaptive Insulin Advisor for Individuals with Type 1 Diabetes Patients under Multiple Daily Injections Therapy (In Press). In: 41st International Engineering in Medicine and Biology Conference (IEEE EMBC2019). Berlin. 23-27/07/2019.

Lu, Ya; Stathopoulou, Thomai; Vasiloglou, Maria; Christodoulidis, Stergios; Blum, Beat; Walser, Thomas; Vinzenz, Meier; Stanga, Zeno; Mougiakakou, Stavroula (26 July 2019). An Artificial Intelligence-Based System for Nutrient Intake Assessment of Hospitalised Patients (In Press). In: 41st International Engineering in Medicine and Biology Conference (IEEE EMBC2019). Berlin. 23-27/07/2019.

Cuerda, Cristina; Vasiloglou, Maria F.; Arhip, Loredana (2019). Nutritional Management and Outcomes in Malnourished Medical Inpatients: Anorexia Nervosa. Journal of clinical medicine, 8(7) MDPI 10.3390/jcm8071042

Christe, Andreas; Peters, Alan Arthur; Drakopoulos, Dionysios; Heverhagen, Johannes; Geiser, Thomas; Stathopoulou, Thomai; Christodoulidis, Stergios; Anthimopoulos, Marios; Mougiakakou, Stavroula; Ebner, Lukas (2019). Computer-Aided Diagnosis of Pulmonary Fibrosis Using Deep Learning and CT Images. Investigative radiology, 54(10), pp. 627-632. Wolters Kluwer Health 10.1097/RLI.0000000000000574

Anthimopoulos, Marios; Christodoulidis, Stergios; Ebner, Lukas; Geiser, Thomas; Christe, Andreas; Mougiakakou, Stavroula Georgia (2019). Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks. IEEE journal of biomedical and health informatics, 23(2), pp. 714-722. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2018.2818620

Heverhagen, Johannes; Ebner, Lukas; Mougiakakou, Stavroula; Dahlweid, Fried-Michael; Christe, Andreas (2019). Radiologie: Künstliche Intelligenz: die Radiologie im Wandel der Zeit. Swiss medical forum, 19(3-4), pp. 56-58. EMH Schweizerischer Ärzteverlag AG 10.4414/smf.2019.08035

Reber-Aubry, Emilie; Gomes, Filomena; Vasiloglou, Maria; Schuetz, Philipp; Stanga, Zeno (2019). Nutritional Risk Screening and Assessment. Journal of Clinical Medicine, 8(7) MDPI 10.3390/jcm8071065

2018

Sun, Qingnan; Jankovic, Marko; Mougiakakou, Stavroula (20 November 2018). Impact of Errors in Carbohydrate Estimation on Control of Blood Glucose in Type 1 Diabetes (In Press). In: 2018 14th IEEE Symposium on Neural Networks and Applications (NEUREL) - IEEE Neurel2018. Institute of Electrical and Electronics Engineers

Christodoulidis, Stergios; Sahasrabudhe, Mihir; Vakalopoulou, Maria; Chassagnon, Guillaume; Revel, Marie-Pierre; Mougiakakou, Stavroula Georgia; Paragios, Nikos (September 2018). Linear and Deformable Image Registration with 3D Convolutional Neural Networks. In: 21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2018). Lecture Notes in Computer Science: Vol. 11040 (pp. 13-22). Springer, Cham 10.1007/978-3-030-00946-5_2

Lu, Ya; Allegra, Dario; Anthimopoulos, Marios; Stanco, Filippo; Farinella, Giovanni Maria; Mougiakakou, Stavroula Georgia (15 July 2018). A Multi-Task Learning Approach for Meal Assessment (In Press). In: 4th International Workshop on Multimedia Assisted Dietary Management.

Vasiloglou, Maria; Mougiakakou, Stavroula Georgia; Aubry, Emilie; Bokelmann, Anika; Fricker, Rita; Gomes, Filomena; Guntermann, Cathrin; Meyer, Alexa; Studerus, Diana; Stanga, Zeno (2018). A Comparative Study on Carbohydrate Estimation: GoCARB vs. Dietitians. Nutrients, 10(6), p. 741. MDPI 10.3390/nu10060741

Sun, Qingnan (2018). Artificial pancreas brings new dawn to diabetics. In: Technology Sentinel. CITIC Publishing Group

Obmann, Verena Carola; Mertineit, Nando; Berzigotti, Annalisa; Marx, Christina Lynn; Ebner, Lukas; Kreis, Roland; Vermathen, Peter; Heverhagen, Johannes; Christe, Andreas; Huber, Adrian Thomas (2018). CT predicts liver fibrosis: Prospective evaluation of morphology- and attenuation-based quantitative scores in routine portal venous abdominal scans. PLoS ONE, 13(7), e0199611. Public Library of Science 10.1371/journal.pone.0199611

Sun, Qingnan; Jankovic, Marko; Bally, Lia; Mougiakakou, Stavroula Georgia (2018). Predicting Blood Glucose with an LSTM and Bi-LSTM Based Deep Neural Network (In Press). In: 2018 14th IEEE Symposium on Neural Networks and Applications (NEUREL) - IEEE Neurel2018. Institute of Electrical and Electronics Engineers

2017

Mougiakakou, Stavroula; Farinella, Giovanni; Yanai, Keiji; Sazonov, Edward (2017). Guest Editorial Nutrition Informatics: From Food Monitoring to Dietary Management. IEEE journal of biomedical and health informatics, 21(3), pp. 585-587. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2017.2694938

Christodoulidis, Stergios; Anthimopoulos, Marios; Ebner, Lukas; Christe, Andreas; Mougiakakou, Stavroula (2017). Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis. IEEE journal of biomedical and health informatics, 21(1), pp. 76-84. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2016.2636929

Dehais, Joachim Blaise; Anthimopoulos, Marios; Shevchik, Sergey; Mougiakakou, Stavroula (2017). Two-view 3D Reconstruction for Food Volume Estimation. IEEE transactions on multimedia, 19(5), pp. 1090-1099. Institute of Electrical and Electronics Engineers 10.1109/TMM.2016.2642792

Garcia Garcia, Fernando; Metaxa, Eleni; Christodoulidis, Stergios; Anthimopoulos, Marios; Kontopodis, Nikolaos; Correa-Londoño, Martina; Wyss, Thomas; Papacharilaou, Yiannis; Ioannou, Christos; von Tengg-Kobligk, Hendrik; Mougiakakou, Stavroula Georgia (2017). Prognosis of abdominal aortic aneurysms: A machine learning-enabled approach merging clinical, morphometric, biomechanical and texture information. In: 30th IEEE International Symposium on Computer-Based Medical Systems - IEEE CBMS 2017 (pp. 463-468). Institute of Electrical and Electronics Engineers 10.1109/CBMS.2017.158

2016

Jankovic, Marko; Mosimann, Samuel; Bally, Lia; Stettler, Christoph; Mougiakakou, Stavroula (29 December 2016). Deep prediction model: The case of online adaptive prediction of subcutaneous glucose. In: 13th Symposium on Neural Networks and Applications (NEUREL) (pp. 1-5). IEEE 10.1109/NEUREL.2016.7800095

Christe, Andreas; Anthimopoulos, Marios; Christodoulidis, Stergios; Ebner, Lukas; Mougiakakou, Stavroula (27 November 2016). Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network (Unpublished). In: Radiological Society of North America (RSNA). Chicago. 2016.

Bally, Lia; Dehais, Joachim Blaise; Nakas, Christos T.; Anthimopoulos, Marios; Laimer, Markus; Rhyner, Daniel Kaspar; Rosenberg, George; Züger, Thomas; Diem, Peter; Mougiakakou, Stavroula; Stettler, Christoph (2016). Carbohydrate Estimation Supported by the GoCARB system in Individuals With Type 1 Diabetes: A Randomized Prospective Pilot Study. Diabetes care, 40(2), dc162173. American Diabetes Association 10.2337/dc16-2173

Anthimopoulos, Marios; Gupta, Sidharta; Arampatzis, Spyridon; Mougiakakou, Stavroula (4 October 2016). Smartphone-based Urine Strip Analysis. In: IEEE International Conference on Imaging Systems and Techniques (IEEE IST2016) (pp. 368-372). IEEE 10.1109/IST.2016.7738253

Daskalaki, Eleni; Diem, Peter; Mougiakakou, Stavroula (2016). Model-Free Machine Learning in Biomedicine: Feasibility Study in Type 1 Diabetes. PLoS ONE, 11(7), e0158722. Public Library of Science 10.1371/journal.pone.0158722

Christe, Andreas; Anthimopoulos, Marios; Christodoulidis, Stergios; Ebner, Lukas; Mougiakakou, Stavroula (13 March 2016). Classification of interstitial lung disease patterns of HRCT images using DCT features (Unpublished). In: Society of Thoracic Radiology STR. Scottsdale, USA. 2016.

Anthimopoulos, Marios; Christodoulidis, Stergios; Ebner, Lukas Michael; Christe, Andreas; Mougiakakou, Stavroula (2016). Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network. IEEE transactions on medical imaging, 35(5), pp. 1207-1216. Institute of Electrical and Electronics Engineers IEEE 10.1109/TMI.2016.2535865

2015

Laimer, Markus; Stettler, Christoph; Diem, Peter; Mougiakakou, Stavroula (2015). GoCARB: Smartphone-App zur Kohlenhydratberechnung bei Typ-1-Diabetes. Der Diabetologe, 11(7), pp. 575-578. Springer 10.1007/s11428-015-0026-9

Dehais, Joachim Blaise; Anthimopoulos, Marios; Mougiakakou, Stavroula (21 August 2015). Dish Detection and Segmentation for Dietary Assessment on Smartphones. In: Murino, Vittorio; Puppo, Enrico; Sona, Diego; Cristani, Marco; Sansone, Carlo (eds.) ICIAP 2015 Workshops. New Trends in Image Analysis and Processing. Lecture Notes in Computer Science: Vol. 9281 (pp. 433-440). Springer 10.1007/978-3-319-23222-5_53

Christodoulidis, Stergios; Anthimopoulos, Marios; Mougiakakou, Stavroula (21 August 2015). Food Recognition for Dietary Assessment Using Deep Convolutional Neural Networks. In: Murino, Vittorio; Puppo, Enrico; Sona, Diego; Cristani, Marco; Sansone, Carlo (eds.) ICIAP 2015 International Workshops. Lecture Notes in Computer Science: Vol. 9281 (pp. 458-465). Springer 10.1007/978-3-319-23222-5_56

Anthimopoulos, Marios; Dehais, Joachim Blaise; Shevchik, Sergey; Botwey, Ransford Henry; Duke, David; Diem, Peter; Mougiakakou, Stavroula (2015). Computer Vision-Based Carbohydrate Estimation for Type 1 Diabetic Patients Using Smartphones. Journal of diabetes science and technology, 9(3), pp. 507-515. Diabetes Technology Society 10.1177/1932296815580159

Agianniotis, Aristotelis; Anthimopoulos, Marios; Daskalaki, Eleni; Drapela, Aurélie; Stettler, Christoph; Diem, Peter; Mougiakakou, Stavroula (2015). GoCARB in the Context of an Artificial Pancreas. Journal of diabetes science and technology, 9(3), pp. 549-555. Diabetes Technology Society 10.1177/1932296815583333

Pfützner, Andreas; Weissmann, Joerg; Mougiakakou, Stavroula; Daskalaki, Eleni; Weis, Norbert; Ziegler, Ralph (2015). Glycemic Variability Is Associated with Frequency of Blood Glucose Testing and Bolus: Post Hoc Analysis Results from the ProAct Study. Diabetes technology & therapeutics, 17(6), pp. 392-397. Mary Ann Liebert 10.1089/dia.2014.0278

Anthimopoulos, Marios; Christodoulidis, Stergios; Christe, Andreas; Mougiakakou, Stavroula (2015). Computer-aided diagnosis of interstitial lung diseases based on CT image analysis. In: Musa, Sarhan M. (ed.) Computational Optical Biomedical Spectroscopy and Imaging (pp. 175-201). CRC Press

2014

Botwey, Ransford Henry; Daskalaki, Eleni; Diem, Peter; Mougiakakou, Stavroula (August 2014). Multi-Model Data Fusion to Improve an Early Warning System for Hypo-/Hyperglycemic Events. IEEE Engineering in Medicine and Biology Society conference proceedings, 2014, pp. 4843-4846. IEEE Service Center 10.1109/EMBC.2014.6944708

Anthimopoulos, Marios M.; Gianola, Lauro; Scarnato, Luca; Diem, Peter; Mougiakakou, Stavroula (2014). A Food Recognition System for Diabetic Patients based on an Optimized Bag of Features Model. IEEE journal of biomedical and health informatics, 18(4), pp. 1261-2194. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2014.2308928

Daskalaki, Eleni; Diem, Peter; Mougiakakou, Stavroula (2014). Adaptive Algorithms for Personalized Diabetes Treatment. In: Marmarelis, Vasilis; Mitsis, Georgios (eds.) Data-driven Modeling for Diabetes: Diagnosis and Treatment. Lecture Notes in Bioengineering (pp. 91-116). Berlin: Springer

Anthimopoulos, Marios; Christodoulidis, Stergios; Christe, Andreas; Mougiakakou, Stavroula (2014). Classification of interstitial lung disease patterns using local DCT features and random forest. IEEE Engineering in Medicine and Biology Society conference proceedings, 2014, pp. 6040-6043. IEEE Service Center 10.1109/EMBC.2014.6945006

2013

Anthimopoulos, Marios; Dehais, Joachim Blaise; Diem, Peter; Mougiakakou, Stavroula (November 2013). Segmentation and Recognition of Multi-Food Meal Images for Carbohydrate Counting. In: 13th IEEE International Conference on BioInformatics and BioEngineering system (IEEE BIBE2013). Chania, Greece. 10.-13.11.2013.

Dehais, Joachim Blaise; Shevchik, Sergey; Diem, Peter; Mougiakakou, Stavroula (November 2013). Food Volume Computation for Self Dietary Assessment Applications. In: 2013 IEEE 13th International Conference on Bioinformatics and Bioengineering (BIBE). Chania, Greece. 10.-13.11.2013.

Daskalaki, Eleni; Diem, Peter; Mougiakakou, Stavroula (July 2013). Personalized Tuning of a Reinforcement Learning Control Algorithm for Glucose Regulation. IEEE Engineering in Medicine and Biology Society conference proceedings, 2013, pp. 3487-3490. IEEE Service Center 10.1109/EMBC.2013.6610293

Daskalaki, Elena; Nørgaard, Kirsten; Züger, Thomas; Prountzou, Aikaterini; Diem, Peter; Mougiakakou, Stavroula (2013). An Early-Warning System for Hypo-/Hyperglycemic Events Based on Fusion of Adaptive Prediction Models. Journal of diabetes science and technology, 7(3), pp. 689-698. Diabetes Technology Society

2012

Banz, Vanessa M; Sperisen, Oliver; de Moya, Marc; Zimmermann, Heinz; Candinas, Daniel; Mougiakakou, Stavroula G; Exadaktylos, Aristomenis K (2012). A 5-year follow-up of patients discharged with non-specific abdominal pain: out of sight, out of mind? Internal medicine journal, 42(4), pp. 395-401. Sydney: Blackwell 10.1111/j.1445-5994.2010.02288.x

Zueger, Thomas; Diem, Peter; Mougiakakou, Stavroula; Stettler, Christoph (2012). Influence of time point of calibration on accuracy of continuous glucose monitoring in individuals with type 1 diabetes. Diabetes technology & therapeutics, 14(7), pp. 583-8. Larchmont, N.Y.: Mary Ann Liebert 10.1089/dia.2011.0271

Daskalaki, Elena; Diem, Peter; Mougiakakou, Stavroula (2012). An Actor-Critic based controller for glucose regulation in type 1 diabetes. Computer methods and programs in biomedicine, 109(2), pp. 116-125. Amsterdam: Elsevier 10.1016/j.cmpb.2010.02.010

Daskalaki, Elena; Prountzou, Aikaterini; Diem, Peter; Mougiakakou, Stavroula G (2012). Real-time adaptive models for the personalized prediction of glycemic profile in type 1 diabetes patients. Diabetes technology & therapeutics, 14(2), pp. 168-74. Larchmont, N.Y.: Mary Ann Liebert 10.1089/dia.2011.0093

2011

Mougiakakou, Stavroula; Kyriacou, Efthyvoulos; Perakis, Kostas; Papadopoulos, Homer; Androulidakis, Aggelos; Konnis, Georgios; Tranfaglia, Riccardo; Pecchia, Leandro; Bracale, Umberto; Pattichis, Constantinos; Koutsouris, Dimitrios (2011). A feasibility study for the provision of electronic healthcare tools and services in areas of Greece, Cyprus and Italy. Biomedical engineering online, 10, p. 49. London: BioMed Central 10.1186/1475-925X-10-49

Zarkogianni, Konstantia; Vazeou, Andriani; Mougiakakou, Stavroula; Prountzou, Aikaterini; Nikita, Konstantina S (2011). An insulin infusion advisory system based on autotuning nonlinear model-predictive control. IEEE transactions on biomedical engineering, 58(9), pp. 2467-77. New York, N.Y.: Institute of Electrical and Electronics Engineers IEEE 10.1109/TBME.2011.2157823

2010

Kouris, Ioannis; Mougiakakou, Stavroula; Scarnato, Luca; Iliopoulou, Dimitra; Diem, Peter; Vazeou, Andriani; Koutsouris, Dimitris (2010). Mobile phone technologies and advanced data analysis towards the enhancement of diabetes self-management. International journal of electronic healthcare, 5(4), pp. 386-402. Genève: Inderscience Enterprises

Kouris, Ioannis; Tsirmpas, Charalampos; Mougiakakou, Stavroula; Iliopoulou, Dimitra; Koutsouris, Dimitris (2010). E-Health towards ecumenical framework for personalized medicine via Decision Support System. IEEE Engineering in Medicine and Biology Society conference proceedings, 2010, pp. 2881-2885. Piscataway, N.J.: IEEE Service Center 10.1109/IEMBS.2010.5626308