Stavroula G. Mougiakakou
Orcid: 0000-0002-6355-9982
According to our database1,
Stavroula G. Mougiakakou
authored at least 56 papers
between 2003 and 2024.
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Bibliography
2024
Tune without Validation: Searching for Learning Rate and Weight Decay on Training Sets.
CoRR, 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, 2024
2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
A Comparative Analysis of Sensor-, Geometry-, and Neural-Based Methods for Food Volume Estimation.
Proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management, 2023
An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
No Data Augmentation? Alternative Regularizations for Effective Training on Small Datasets.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
A Complete AI-Based System for Dietary Assessment and Personalized Insulin Adjustment in Type 1 Diabetes Self-management.
Proceedings of the Computer Analysis of Images and Patterns, 2023
2022
Proceedings of the CEA++@MM 2022: Proceedings of the 1st International Workshop on Multimedia for Cooking, 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
2021
An Artificial Intelligence-Based System to Assess Nutrient Intake for Hospitalised Patients.
IEEE Trans. Multim., 2021
2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
Semantic Segmentation of Pathological Lung Tissue With Dilated Fully Convolutional Networks.
IEEE J. Biomed. Health Informatics, 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Self-Attention and Ingredient-Attention Based Model for Recipe Retrieval from Image Queries.
Proceedings of the 5th International Workshop on Multimedia Assisted Dietary Management, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Reinforcement Learning-Based Adaptive Insulin Advisor for Individuals with Type 1 Diabetes Patients under Multiple Daily Injections Therapy.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
An Artificial Intelligence-Based System for Nutrient Intake Assessment of Hospitalised Patients.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
CoRR, 2018
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
Proceedings of the Joint Workshop on Multimedia for Cooking and Eating Activities and Multimedia Assisted Dietary Management, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis.
IEEE J. Biomed. Health Informatics, 2017
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017
Prognosis of Abdominal Aortic Aneurysms: A Machine Learning-Enabled Approach Merging Clinical, Morphometric, Biomechanical and Texture Information.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network.
IEEE Trans. Medical Imaging, 2016
Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis.
CoRR, 2016
Overview of the ACM MultiMedia 2016 International Workshop on Multimedia Assisted Dietary Management.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, 2016
Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, 2016
Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, 2016
2015
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015
2014
A Food Recognition System for Diabetic Patients Based on an Optimized Bag-of-Features Model.
IEEE J. Biomed. Health Informatics, 2014
Multi-model data fusion to improve an early warning system for hypo-/hyperglycemic events.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Classification of interstitial lung disease patterns using local DCT features and random forest.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Comput. Methods Programs Biomed., 2013
Personalized tuning of a reinforcement learning control algorithm for glucose regulation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Short-term vs. long-term analysis of diabetes data: Application of machine learning and data mining techniques.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2011
An Insulin Infusion Advisory System Based on Autotuning Nonlinear Model-Predictive Control.
IEEE Trans. Biomed. Eng., 2011
2010
SMARTDIAB: a communication and information technology approach for the intelligent monitoring, management and follow-up of type 1 diabetes patients.
IEEE Trans. Inf. Technol. Biomed., 2010
Mobile phone technologies and advanced data analysis towards the enhancement of diabetes self-management.
Int. J. Electron. Heal., 2010
A multifactorial analysis of obesity as CVD risk factor: Use of neural network based methods in a nutrigenetics context.
BMC Bioinform., 2010
2009
DIAGNOSIS: A Telematics-Enabled System for Medical Image Archiving, Management, and Diagnosis Assistance.
IEEE Trans. Instrum. Meas., 2009
2008
Gene - nutrition interactions in the onset of obesity as Cardiovascular Disease risk factor based on a computational intelligence method.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Differential diagnosis of CT focal liver lesions using texture features, feature selection and ensemble driven classifiers.
Artif. Intell. Medicine, 2007
2006
Computer Aided Diagnosis of CT Focal Liver Lesions based on Texture Features, Feature Selection and Ensembles of Classifiers.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006
Neural Network based Glucose - Insulin Metabolism Models for Children with Type 1 Diabetes.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2003
A computer-aided diagnostic system to characterize CT focal liver lesions: Design and optimization of a neural network classifier.
IEEE Trans. Inf. Technol. Biomed., 2003