Νικόλαος Παπανδριανός - Publications, H-index & Citations

Νικόλαος Παπανδριανός

Department of Energy Systems

19H指数

61论文数

1.1K被引数

收录论文 20

发表时间

FCM-Encoder: a novel interpretable framework with vision–language reasoning for coronary artery disease and solitary pulmonary nodule classification FCM-Encoder：一种用于冠状动脉疾病和孤立性肺结节分类的具有视觉-语言推理的新型可解释框架

BMC Medical Informatics and Decision Making

IF3.8

2026-08-06

OAAI

Anna Feleki; Elpiniki Papageorgiou; Ioannis D. Apostolopoulos; Dimitris J. Apostolopoulos; Nikolaos Papathanasiou; Nikolaos I. Papandrianos

MedScanGAN: Synthetic PET & CT Scan Generation Using Conditional Generative Adversarial Networks for Medical AI Data Augmentation MedScanGAN：使用条件生成对抗网络合成PET与CT扫描图像，用于医学人工智能数据增强

Bioengineering

IF3.7

2026-02-28

OAAI

Agorastos-Dimitrios Samaras; Ioannis D. Apostolopoulos; Nikolaos Papandrianos

Interpretable Machine Learning Identifies Key Inflammatory and Morphological Drivers of Intracranial Aneurysm Rupture Risk 可解释机器学习方法识别颅内动脉瘤破裂风险的关键炎症和形态学驱动因素

Bioengineering

IF3.7

2026-02-15

OAAI

Epameinondas Ntzanis; Nikolaos Papandrianos; Petros Zampakis; Vasilios Panagiotopoulos; Constantinos Koutsojannis; Christina Kalogeropoulou; Elpiniki I. Papageorgiou

Artificial Intelligence Algorithms for Epiretinal Membrane Detection, Segmentation and Postoperative BCVA Prediction: A Systematic Review and Meta-Analysis 人工智能算法在视网膜前膜检测、分割及术后BCVA预测中的应用：一项系统评价和荟萃分析

APPLIED SCIENCES-BASEL

IF2.5

2025-11-19

PREAI

Maliagkani, Eirini; Mitri, Petroula; Mitsopoulou, Dimitra; Katsimpris, Andreas; Apostolopoulos, Ioannis D.; Sandali, Athanasia; Tyrlis, Konstantinos; Papandrianos, Nikolaos; Georgalas, Ilias

A Review on SPECT Myocardial Perfusion Imaging Attenuation Correction Using Deep Learning

APPLIED SCIENCES-BASEL

IF2.5

2025-10-21

OAAI

Apostolopoulos, Ioannis D.; Papandrianos, Nikolas, I; Papageorgiou, Elpiniki I.; Apostolopoulos, Dimitris J.

Between Two Worlds: Investigating the Intersection of Human Expertise and Machine Learning in the Case of Coronary Artery Disease Diagnosis

BIOENGINEERING-BASEL

IF3.7

2024-09-25

OAAI

Apostolopoulos, Ioannis D.; Papandrianos, Nikolaos I.; Apostolopoulos, Dimitrios J.; Papageorgiou, Elpiniki

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

BIG DATA AND COGNITIVE COMPUTING

IF4.4

2024-08-02

OAAI

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

Fuzzy Cognitive Map Applications in Medicine over the Last Two Decades: A Review Study

BIOENGINEERING-BASEL

IF3.7

2024-01-30

OAAI

Apostolopoulos, Ioannis D.; Papandrianos, Nikolaos I.; Papathanasiou, Nikolaos D.; Papageorgiou, Elpiniki I.

Classification models for assessing coronary artery disease instances using clinical and biometric data: an explainable man-in-the-loop approach

SCIENTIFIC REPORTS

IF3.9

2023-04-24

OAAI

Samaras, Agorastos-Dimitrios; Moustakidis, Serafeim; Apostolopoulos, Ioannis D.; Papandrianos, Nikolaos; Papageorgiou, Elpiniki

Deep learning-enhanced nuclear medicine SPECT imaging applied to cardiac studies 深度学习增强的核医学SPECT成像在心脏研究中的应用

EJNMMI PHYSICS

IF3.2

2023-01-27

OAAI

Apostolopoulos, Ioannis D.; Papandrianos, Nikolaos I.; Feleki, Anna; Moustakidis, Serafeim; Papageorgiou, Elpiniki I.

Deep Learning Assessment for Mining Important Medical Image Features of Various Modalities

DIAGNOSTICS

IF3.3

2022-09-27

OAAI

Apostolopoulos, Ioannis D.; Papathanasiou, Nikolaos D.; Papandrianos, Nikolaos, I; Papageorgiou, Elpiniki, I; Panayiotakis, George S.

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

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2022-09-21

OAAI

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

Deep Learning-Based Automated Diagnosis for Coronary Artery Disease Using SPECT-MPI Images

JOURNAL OF CLINICAL MEDICINE

IF2.9

2022-07-05

OAAI

Papandrianos, Nikolaos, I; Feleki, Anna; Papageorgiou, Elpiniki, I; Martini, Chiara

Emerging materials for the electrochemical detection of COVID-19

JOURNAL OF ELECTROANALYTICAL CHEMISTRY

IF4.1

2021-07-01

OAAI

Balkourani, G.; Brouzgou, A.; Archonti, M.; Papandrianos, N.; Song, S.; Tsiakaras, P.

Efficient Bone Metastasis Diagnosis in Bone Scintigraphy Using a Fast Convolutional Neural Network Architecture

DIAGNOSTICS

IF3.3

2020-07-30

OAAI

Papandrianos, Nikolaos; Papageorgiou, Elpiniki; Anagnostis, Athanasios; Papageorgiou, Konstantinos

Application of machine intelligence for osteoarthritis classification: a classical implementation and a quantum perspective 机器智能在骨关节炎分类中的应用: 经典实现和量子视角

QUANTUM MACHINE INTELLIGENCE

IF4.4

2019-10-31

PREAI

Moustakidis, Serafeim; Christodoulou, Eirini; Papageorgiou, Elpiniki; Kokkotis, Christos; Papandrianos, Nikos; Tsaopoulos, Dimitrios

A risk management model for familial breast cancer: A new application using Fuzzy Cognitive Map method

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2015-11-01

PREAI

Papageorgiou, Elpiniki I.; Subramanian, Jayashree; Karmegam, Akila; Papandrianos, Nikolaos

An integrated breast cancer risk assessment and management model based on fuzzy cognitive maps

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2015-03-01

PREAI

Subramanian, Jayashree; Karmegam, Akila; Papageorgiou, Elpiniki; Papandrianos, Nikolaos; Vasukie, A.

CT-based attenuation correction in Tl-201 myocardial perfusion scintigraphy is less effective than non-corrected SPECT for risk stratification Tl-201心肌灌注闪烁显像中基于CT的衰减校正在危险分层方面不如未校正的SPECT有效

JOURNAL OF NUCLEAR CARDIOLOGY

IF2.7

2014-06-01

PREAI

Savvopoulos, Christos A.; Spyridonidis, Trifon; Papandrianos, Nikolaos; Vassilakos, Pavlos J.; Alexopoulos, Dimitrios; Apostolopoulos, Dimitris J.

Tc-99m Depreotide SPECT/CT Depicts Myocardial Involvement in a Case of Thrombotic Thrombocytopenic Purpura

CLINICAL NUCLEAR MEDICINE

IF9.6

2008-12-01

PREAI

Spiridonidis, Tryfon; Patsouras, Nikolaos; Papandrianos, Nikolaos; Symeonidis, Argiris; Apostolopoulos, Dimitris J.

研究方向