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E

Elpiniki I. Papageorgiou

aarhus university

55H-index
308Paper Count
1.1WCitation Count
Published Papers 84
Publication Date
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Clinician-Centered Evaluation Framework for Explainable AI Heatmaps in OCT-Based Retinal Disease Classification
errJournal of Imaging
IF3.3
err2026-05-19
err0
errOAAI
errEirini Maliagkani; Ilias Georgalas; Ioannis Datseris; Elpiniki Papageorgiou; Ioannis D. Apostolopoulos
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Experimental Comparative Analysis of Centralized vs. Decentralized Coordination of Aerial–Ground Robotic Teams for Agricultural Operations
errRobotics
IF3.3
err2026-03-03
err0
errOAAI
errDimitris Katikaridis; Lefteris Benos; Patrizia Busato; Dimitrios Kateris; Elpiniki Papageorgiou; George Karras; Dionysis Bochtis
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Interpretable Machine Learning Identifies Key Inflammatory and Morphological Drivers of Intracranial Aneurysm Rupture Risk
errBioengineering
IF3.7
err2026-02-15
err0
errOAAI
errEpameinondas Ntzanis; Nikolaos Papandrianos; Petros Zampakis; Vasilios Panagiotopoulos; Constantinos Koutsojannis; Christina Kalogeropoulou; Elpiniki I. Papageorgiou
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Explainable YOLOv8 model for solitary pulmonary nodules classification using positron emission tomography and computed tomography scans
errJournal of Intelligent Systems
IF2
err2026-01-23
err1
PREAI
errSamaras, Agorastos-Dimitrios; Moustakidis, Serafeim; Apostolopoulos, Ioannis D.; Papageorgiou, Elpiniki; Papathanasiou, Nikolaos D.; Apostolopoulos, Dimitris J.; Papandrianos, Nikolaos
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Proactive Path Planning Using Centralized UAV-UGV Coordination in Semi-Structured Agricultural Environments
errApplied Sciences-Basel
IF2.5
err2026-01-22
err3
errOAAI
errKatikaridis, Dimitris; Benos, Lefteris; Kateris, Dimitrios; Papageorgiou, Elpiniki; Karras, George; Menexes, Ioannis; Berruto, Remigio; Sorensen, Claus Gron; Bochtis, Dionysis
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A Review on SPECT Myocardial Perfusion Imaging Attenuation Correction Using Deep Learning
errAPPLIED SCIENCES-BASEL
IF2.5
err2025-10-21
err0
errOAAI
errApostolopoulos, Ioannis D.; Papandrianos, Nikolas, I; Papageorgiou, Elpiniki I.; Apostolopoulos, Dimitris J.
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errSave
Neural-FCM: a deep learning approach for weight matrix optimization in Fuzzy Cognitive Map classifiers
errApplied Intelligence
IF3.5
err2025-08-30
err0
errOAAI
errTheodoros Tziolas; Konstantinos Papageorgiou; Ioannis Apostolopoulos; Elpiniki Papageorgiou
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Between Two Worlds: Investigating the Intersection of Human Expertise and Machine Learning in the Case of Coronary Artery Disease Diagnosis
errBIOENGINEERING-BASEL
IF3.7
err2024-09-25
err0
errOAAI
errApostolopoulos, Ioannis D.; Papandrianos, Nikolaos I.; Apostolopoulos, Dimitrios J.; Papageorgiou, Elpiniki
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A Multi-Modal Machine Learning Methodology for Predicting Solitary Pulmonary Nodule Malignancy in Patients Undergoing PET/CT Examination
errBIG DATA AND COGNITIVE COMPUTING
IF4.4
err2024-08-02
err1
errOAAI
errApostolopoulos, Ioannis D.; Papathanasiou, Nikolaos D.; Apostolopoulos, Dimitris J.; Papandrianos, Nikolaos; Papageorgiou, Elpiniki I.
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Human-Robot Interaction through Dynamic Movement Recognition for Agricultural Environments
errAGRIENGINEERING
IF3
err2024-08-01
err3
errOAAI
errMoysiadis, Vasileios; Benos, Lefteris; Karras, George; Kateris, Dimitrios; Peruzzi, Andrea; Berruto, Remigio; Papageorgiou, Elpiniki; Bochtis, Dionysis
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errSave
Fuzzy Cognitive Map Applications in Medicine over the Last Two Decades: A Review Study
errBIOENGINEERING-BASEL
IF3.7
err2024-01-30
err5
errOAAI
errApostolopoulos, Ioannis D.; Papandrianos, Nikolaos I.; Papathanasiou, Nikolaos D.; Papageorgiou, Elpiniki I.
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errSave
Risk Assessment Method for 5G-oriented DLMS/COSEM Communications
err2023 IEEE CONFERENCE ON STANDARDS FOR COMMUNICATIONS AND NETWORKING, CSCN
IF0
err2023-11-06
err0
PREAI
errLekidis, Alexios; Papageorgiou, Elpiniki, I
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A blockchain-enabled deep residual architecture for accountable, in-situ quality control in industry 4.0 with minimal latency
errCOMPUTERS IN INDUSTRY
IF9.1
err2023-08-01
err7
errOAAI
errLeontaris, Lampros; Mitsiaki, Andreana; Charalampous, Paschalis; Dimitriou, Nikolaos; Leivaditou, Eleni; Karamanidis, Aristoklis; Margetis, George; Apostolakis, Konstantinos C.; Pantoja, Sebastian; Stephanidis, Constantine; Tzovaras, Dimitrios; Papageorgiou, Elpiniki
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Classification models for assessing coronary artery disease instances using clinical and biometric data: an explainable man-in-the-loop approach
errSCIENTIFIC REPORTS
IF3.9
err2023-04-24
err5
errOAAI
errSamaras, Agorastos-Dimitrios; Moustakidis, Serafeim; Apostolopoulos, Ioannis D.; Papandrianos, Nikolaos; Papageorgiou, Elpiniki
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errSave
Deep learning-enhanced nuclear medicine SPECT imaging applied to cardiac studies
errEJNMMI PHYSICS
IF3.2
err2023-01-27
err15
errOAAI
errApostolopoulos, Ioannis D.; Papandrianos, Nikolaos I.; Feleki, Anna; Moustakidis, Serafeim; Papageorgiou, Elpiniki I.
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Smart cities and smart governance models for future cities Current research and future directions PREFACE
errELECTRONIC MARKETS
IF6.8
err2022-11-28
err19
errOAAI
errNastjuk, Ilja; Trang, Simon; Papageorgiou, Elpiniki I.
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Deep Learning Assessment for Mining Important Medical Image Features of Various Modalities
errDIAGNOSTICS
IF3.3
err2022-09-27
err1
errOAAI
errApostolopoulos, Ioannis D.; Papathanasiou, Nikolaos D.; Papandrianos, Nikolaos, I; Papageorgiou, Elpiniki, I; Panayiotakis, George S.
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Artificial Intelligence Methods for Identifying and Localizing Abnormal Parathyroid Glands: A Review Study
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2022-09-21
err5
errOAAI
errApostolopoulos, Ioannis D.; Papandrianos, Nikolaos I.; Papageorgiou, Elpiniki I.; Apostolopoulos, Dimitris J.
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errSave
Deep Learning-Based Automated Diagnosis for Coronary Artery Disease Using SPECT-MPI Images
errJOURNAL OF CLINICAL MEDICINE
IF2.9
err2022-07-05
err15
errOAAI
errPapandrianos, Nikolaos, I; Feleki, Anna; Papageorgiou, Elpiniki, I; Martini, Chiara
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Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2022-03-01
err14
errOAAI
errKiani, Mehrin; Andreu-Perez, Javier; Hagras, Hani; Papageorgiou, Elpiniki, I; Prasad, Mukesh; Lin, Chin-Teng
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Research Directions

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Co-authors
Cooperation Journals
C
Chin‐Teng Lin
H-index: 87 · Papers: 1.2K
K
K. Papageorgiou
H-index: 63 · Papers: 269
D
Dimitrios Tzovaras
H-index: 54 · Papers: 1.3K
D
Dionysis Bochtis
H-index: 50 · Papers: 333
G
G. Papadakis
H-index: 50 · Papers: 188
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