| Bone metastasis classification using whole body images from prostate cancer patients based on convolutional neural networks application N Papandrianos, E Papageorgiou, A Anagnostis, K Papageorgiou PloS one 15 (8), e0237213, 2020 | 97 | 2020 |
| A fuzzy cognitive map based tool for prediction of infectious diseases EI Papageorgiou, NI Papandrianos, G Karagianni, GC Kyriazopoulos, ... 2009 IEEE International Conference on Fuzzy Systems, 2094-2099, 2009 | 88 | 2009 |
| A deep-learning approach for diagnosis of metastatic breast cancer in bones from whole-body scans N Papandrianos, E Papageorgiou, A Anagnostis, A Feleki Applied Sciences 10 (3), 997, 2020 | 85 | 2020 |
| An integrated breast cancer risk assessment and management model based on fuzzy cognitive maps J Subramanian, A Karmegam, E Papageorgiou, N Papandrianos, ... Computer methods and programs in biomedicine 118 (3), 280-297, 2015 | 85 | 2015 |
| A risk management model for familial breast cancer: A new application using Fuzzy Cognitive Map method EI Papageorgiou, J Subramanian, A Karmegam, N Papandrianos Computer methods and programs in biomedicine 122 (2), 123-135, 2015 | 84 | 2015 |
| Emerging materials for the electrochemical detection of COVID-19 G Balkourani, A Brouzgou, M Archonti, N Papandrianos, S Song, ... Journal of Electroanalytical Chemistry 893, 115289, 2021 | 63 | 2021 |
| Efficient bone metastasis diagnosis in bone scintigraphy using a fast convolutional neural network architecture N Papandrianos, E Papageorgiou, A Anagnostis, K Papageorgiou Diagnostics 10 (8), 532, 2020 | 55 | 2020 |
| Fuzzy cognitive map based decision support system for thyroid diagnosis management EI Papageorgiou, NI Papandrianos, DJ Apostolopoulos, PJ Vassilakos 2008 IEEE international conference on fuzzy systems (IEEE world congress on …, 2008 | 47 | 2008 |
| Automatic diagnosis of coronary artery disease in SPECT myocardial perfusion imaging employing deep learning N Papandrianos, E Papageorgiou Applied Sciences 11 (14), 6362, 2021 | 39 | 2021 |
| Exploring deep learning capabilities in knee osteoarthritis case study for classification E Christodoulou, S Moustakidis, N Papandrianos, D Tsaopoulos, ... 2019 10th international conference on information, intelligence, systems and …, 2019 | 38 | 2019 |
| A lightweight convolutional neural network architecture applied for bone metastasis classification in nuclear medicine: A case study on prostate cancer patients C Ntakolia, DE Diamantis, N Papandrianos, S Moustakidis, ... Healthcare 8 (4), 493, 2020 | 35 | 2020 |
| Development of convolutional neural networks to identify bone metastasis for prostate cancer patients in bone scintigraphy N Papandrianos, EI Papageorgiou, A Anagnostis Annals of Nuclear Medicine 34, 824-832, 2020 | 33 | 2020 |
| Application of machine intelligence for osteoarthritis classification: a classical implementation and a quantum perspective S Moustakidis, E Christodoulou, E Papageorgiou, C Kokkotis, ... Quantum Machine Intelligence 1 (3), 73-86, 2019 | 32 | 2019 |
| Fuzzy cognitive map based approach for assessing pulmonary infections EI Papageorgiou, N Papandrianos, G Karagianni, G Kyriazopoulos, ... International Symposium on Methodologies for Intelligent Systems, 109-118, 2009 | 32 | 2009 |
| An explainable classification method of SPECT myocardial perfusion images in nuclear cardiology using deep learning and grad-CAM NI Papandrianos, A Feleki, S Moustakidis, EI Papageorgiou, ... Applied Sciences 12 (15), 7592, 2022 | 31 | 2022 |
| Dense neural networks in knee osteoarthritis classification: a study on accuracy and fairness S Moustakidis, NI Papandrianos, E Christodolou, E Papageorgiou, ... Neural Computing and Applications 35 (1), 21-33, 2023 | 27 | 2023 |
| Deep learning-based automated diagnosis for coronary artery disease using SPECT-MPI images NI Papandrianos, A Feleki, EI Papageorgiou, C Martini Journal of Clinical Medicine 11 (13), 3918, 2022 | 23 | 2022 |
| Deep learning-enhanced nuclear medicine SPECT imaging applied to cardiac studies ID Apostolopoulos, NI Papandrianos, A Feleki, S Moustakidis, ... EJNMMI physics 10 (1), 6, 2023 | 22 | 2023 |
| Complementary use of fuzzy decision trees and augmented fuzzy cognitive maps for decision making in medical informatics EI Papageorgiou, NI Papandrianos, D Apostolopoulos, P Vassilakos 2008 International Conference on BioMedical Engineering and Informatics 1 …, 2008 | 18 | 2008 |
| Application of Fuzzy Cognitive Map for geospatial dengue outbreak risk prediction of tropical regions of Southern India LS Jayashree, R Lakshmi Devi, N Papandrianos, EI Papageorgiou Intelligent Decision Technologies 12 (2), 231-250, 2018 | 17 | 2018 |
Elpiniki PapageorgiouProfessor in Artificial Intelligence, University of ThessalyΗ διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα uth.gr
