Dimitris J. Apostolopoulos

According to our database, Dimitris J. Apostolopoulos authored at least 13 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Multi-Modal Machine Learning Methodology for Predicting Solitary Pulmonary Nodule Malignancy in Patients Undergoing PET/CT Examination.

Ioannis D. Apostolopoulos, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou

Big Data Cogn. Comput., August, 2024

2023

Explainable Artificial Intelligence Method (ParaNet+) Localises Abnormal Parathyroid Glands in Scintigraphic Scans of Patients with Primary Hyperparathyroidism.

Dimitris J. Apostolopoulos, Ioannis D. Apostolopoulos, Nikolaos D. Papathanasiou, Trifon Spyridonidis, George S. Panayiotakis

Algorithms, 2023

Explainable Classification for Non-Small Cell Lung Cancer Based on Positron Emission Tomography Features and Clinical Data.

Agorastos-Dimitrios Samaras, Ioannis D. Apostolopoulos, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos

Proceedings of the 14th International Conference on Information, 2023

Deep Fuzzy Cognitive Map methodology for Non-Small Cell Lung Cancer diagnosis based on Positron Emission Tomography imaging.

Anna Feleki, Ioannis D. Apostolopoulos, Elpiniki Papageorgiou, Serafeim P. Moustakidis, Nikolaos D. Papathanasiou, Dimitris J. Apostolopoulos, Konstantinos Kokkinos, Nikolaos I. Papandrianos

Proceedings of the 14th International Conference on Information, 2023

Abnormal Parathyroid Gland Localization in Scintigraphic Images Using a Vision Transformer Network.

Ioannis D. Apostolopoulos, Nikolaos D. Papathanasiou, Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou, Dimitris J. Apostolopoulos

Proceedings of the 14th International Conference on Information, 2023

A Fuzzy Cognitive Map Learning Approach for Coronary Artery Disease Diagnosis in Nuclear Medicine.

Anna Feleki, Ioannis D. Apostolopoulos, Konstantinos Papageorgiou, Elpiniki I. Papageorgiou, Dimitris J. Apostolopoulos, Nikolaos I. Papandrianos

Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023

2022

Artificial Intelligence Methods for Identifying and Localizing Abnormal Parathyroid Glands: A Review Study.

Ioannis D. Apostolopoulos, Nikolaos I. Papandrianos, Elpiniki I. Papageorgiou, Dimitris J. Apostolopoulos

Mach. Learn. Knowl. Extr., December, 2022

Detection and Localisation of Abnormal Parathyroid Glands: An Explainable Deep Learning Approach.

Dimitris J. Apostolopoulos, Ioannis D. Apostolopoulos, Nikolaos D. Papathanasiou, Trifon Spyridonidis, George S. Panayiotakis

Algorithms, 2022

Solitary Pulmonary Nodule malignancy classification utilising 3D features and semi-supervised Deep Learning.

Ioannis D. Apostolopoulos, Dimitris J. Apostolopoulos, George S. Panayiotakis

Proceedings of the 13th International Conference on Information, 2022

2021

Automatic classification of solitary pulmonary nodules in PET/CT imaging employing transfer learning techniques.

Ioannis D. Apostolopoulos, Emmanuel G. Pintelas, Ioannis E. Livieris, Dimitris J. Apostolopoulos, Nikolaos D. Papathanasiou, Panagiotis E. Pintelas, George S. Panayiotakis

Medical Biol. Eng. Comput., 2021

2020

State Space Advanced Fuzzy Cognitive Map approach for automatic and non Invasive diagnosis of Coronary Artery Disease.

Ioannis D. Apostolopoulos, Peter P. Groumpos, Dimitris J. Apostolopoulos

CoRR, 2020

2008

Fuzzy Cognitive Map based decision support system for thyroid diagnosis management.

Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Dimitrios J. Apostolopoulos, P. J. Vassilakos

Proceedings of the FUZZ-IEEE 2008, 2008

Complementary use of Fuzzy Decision Trees and Augmented Fuzzy Cognitive Maps for Decision Making in Medical Informatics.

Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Dimitrios J. Apostolopoulos, P. J. Vassilakos

Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008