Publications
Ioannis K Valavanis, Mougiakakou, Stavroula G, Nikita, Alexandra S, Konstantina S Nikita. “Evaluation of Texture Features in Hepatic Tissue Characteriazation from Non- Enchanced CT Images”. 29 th Annual International Conference of the IEEE Engineering in Medicine and Biology, 2007.
2006
Mougiakakou, Stavroula G, Ioannis K Valavanis, Nikita, Alexandra S, Konstantina S Nikita. “Computer aided diagnosis of CT focal liver lesions based on texture features, feature selection and ensembles of classifiers” in Artificial Intelligence Applications and Innovations. 2006, pp. 705-712.
John S Stoitsis, Ioannis K Valavanis, Mougiakakou, Stavroula G, Spyretta Golemati, Nikita, Alexandra S, Konstantina S Nikita. “Computer Assisted Diagnosis based on Medical Image Processing and Artificial Intelligence Methods”. Nuclear Instruments and Methods in Physics Research Section A, vol. 569, pp. 591-595, 2006.
Mougiakakou, Stavroula G, Ioannis K Valavanis, Mouravliansky, Nikos A, Konstantina S Nikita, Nikita, Alexandra S. “DIAGNOSIS: A Telematics Enabled System for Medical Image Archiving, Management and Diagnosis Assistance”. IEEE International Workshop on Imaging Systems and Techniques (IEEE- IST2006), 2006.
Mougiakakou, Stavroula G, Ioannis K Valavanis, Nikita, Alexandra S, Konstantina S Nikita. “Computer aided diagnosis of CT focal liver lesions based on texture features, feature selection and ensembles of classifiers”. Artificial Intelligence Applications and Innovations, 2006.
2005
Spyretta Golemati, Mougiakakou, Stavroula G, John S Stoitsis, Ioannis K Valavanis, Konstantina S Nikita. “Clinical decision support systems: Basic principles and applications in diagnosis and therapy” in Clinical Knowledge Management: Opportunities and Challenges. 2005, pp. 251-270.
Iliopoulou, Dimitra, Giokas, Konstantinos, Mougiakakou, Stavroula G, John S Stoitsis, Prentza, Andrianna, Konstantina S Nikita. “A Telematic System for Diabetes Management, Reporting and Patient Advice”. The Journal on Information Technology in Healthcare, vol. 3, pp. 307-313, 2005.
Iliopoulou, Dimitra, Giokas, Konstantinos, Mougiakakou, Stavroula G, John S Stoitsis, Prentza, Andrianna, Konstantina S Nikita. “A Telematic System for Diabetes Management, Advisory, and Reporting”. Journal for Quality of Life Research, vol. 3, pp. 53-57, 2005.
Mougiakakou, Stavroula G, Tsouchlaraki, Androniki D, Cassios, Constantinos, Konstantina S Nikita, Matsopoulos, George K, Nikolaos K Uzunoglou. “SCAPEVIEWER: Preliminary Results of a Landscape Quality Classification System”. Ecological Engineering, vol. 24, pp. 5-15, 2005.
Mougiakakou, Stavroula G, John S Stoitsis, Iliopoulou, Dimitra, Prentza, Andrianna, Konstantina S Nikita, Koutsouris, Dimitrios. “A Communication Platform for Tele- monitoring and Tele - management of Type 1 Diabetes”. 27 th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2005.
2004
Nikita, Alexandra S, Mougiakakou, Stavroula G, Gletsos, Miltiades, Matsopoulos, George K, Konstantina S Nikita, Kelekis, Dimitrios A. “Computer-aided diagnosis system for the chracterization of focal lesions in hepatic CT images”. Proceedings of the Radiological Society of North America - RSNA 2004, 2004.
Ioannis K Valavanis, Mougiakakou, Stavroula G, Konstantina S Nikita, Nikita, Alexandra S. “Computer Aided Diagnosis of CT Focal Liver Lesions by an Ensemble of Neural Network and Statistical Classifiers”. IEEE International Joint Conference on Neural Networks, 2004.
2003
Gletsos, Miltiades, Mougiakakou, Stavroula G, Matsopoulos, George K, Konstantina S Nikita, Nikita, Alexandra S, Kelekis, Dimitrios A. “A Computer-Aided Diagnostic System to Characterize CT Focal Liver Lesions: Design and Optimization of a Neural Network Classifier”. IEEE Transactions on Information Technology in Biomedicine, vol. 7, pp. 153-162, 2003.
Mougiakakou, Stavroula G, Tsouchlaraki, Androniki D, Cassios, Constantinos, Konstantina S Nikita, Matsopoulos, George K, Nikolaos K Uzunoglou, Leka, A. “SCAPEVIEWER: A Semi-Automatic System for Landscape Quality Classification and Landscape Indices Selection”. Proceedings of the International Conference on Sustainable Development Indicators in the Mineral Industries (SDIMI 2003), 2003.
Mougiakakou, Stavroula G, Gletsos, Miltiades, Nikita, Alexandra S, Matsopoulos, George K, Nikita, Alexandra S. “A Computer-Aided Diagnostic System for the Characterization of CT Focal Liver Lesions using Texture Features and Artificial Intelligence Techniques”. European Conference in Radiology, 2003.
Mougiakakou, Stavroula G, Spyretta Golemati, Gousias, Ioannis, Konstantina S Nikita, Nikolaides, Andrew N. “Computer-Aided Diagnosis of Carotid Atherosclerosis using Laws{\textquoteright} Texture Features and a Hybrid Trained Neural Network”. IEEE Engineering in Medicine and Biology Conference 2003 (EMBC{\textquoteright}03), 2003.
Mougiakakou, Stavroula G, Ioannis K Valavanis, Nikita, Alexandra S, Konstantina S Nikita, Kelekis, Dimitrios A. “Characterization of CT Liver Lesions Based on Texture Features and a Multiple Neural Network Classification Scheme”. Proceedings of the IEEE Engineering in Medicine and Biology Conference 2003 (EMBC{\textquoteright}03), 2003.
2002
Mougiakakou, Stavroula G, Konstantina S Nikita. “A Simulation of Glucose Metabolism for Type 1 Diabetes Based on Neural Networks and Compartmental Models”. Proceedings of the 2nd Annual Diabetes Technology Meeting, 2002.
Mougiakakou, Stavroula G, Tsouchlaraki, Androniki D, Kassios, Konstantinos, Matsopoulos, George K, Konstantina S Nikita, Nikolaos K Uzunoglou. “SCAPEVIEWER: Preliminary Results of a Landscape Quality Classification System”. Proceedings of the International Conference on Disturbed Landscapes: Analysis, Modeling and Evaluation, 2002.
Mougiakakou, Stavroula G, Gletsos, Miltiades, Nikita, Alexandra S, Matsopoulos, George K, Konstantina S Nikita. “Classification of Focal Liver Lesions from CT Images using Texture Features and a Neural Network Trained by a Hybrid Method”. Proceedings of the International Federation for Medical and Biological Engineering, EMBEC{\textquoteright}02 - 2nd European Medical and Biological Engineering Conference, 2002.