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S

Serafeim Moustakidis

University of Thessaly

29H指数
127论文数
2.2K被引数
收录论文 29
发表时间
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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
err分享
err收藏
Identifying Risk Factors for Falls Prediction in Older Adults: An Explainable Machine Learning Approach识别老年人跌倒预测的风险因素：一种可解释的机器学习方法
errAGING MEDICINE AND HEALTHCARE
IF1.1
err2025-12-01
err0
PREAI
errKokkotis, Christos; Kanavaki, Archontissa M.; Michalopoulou, Maria; Moustakidis, Serafeim; Kouli, Evgenia; Gkrekidis, Athanasios; Douda, Helen T.; Smilios, Ilias; Gourgoulis, Vassilios; Sirakoulis, Georgios Ch.; Aggelousis, Nikolaos
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Artificial Intelligence and Machine Learning in the Diagnosis and Prognosis of Diseases Through Breath Analysis: A Scoping Review通过呼吸分析进行疾病诊断与预后评估中的人工智能与机器学习：一项范围综述
errINFORMATION
IF2.9
err2025-11-10
err1
errOAAI
errKokkotis, Christos; Moustakidis, Serafeim; Swift, Stefan James; Kontopidou, Flora; Kavouras, Ioannis; Doulamis, Anastasios; Giannoukos, Stamatios
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Knee-cartilage segmentation from MR images using Multi-view Hypergraph Convolutional Neural Networks基于多视角超图卷积神经网络从MR图像中进行膝关节软骨分割
errApplied Intelligence
IF3.5
err2025-08-28
err0
errOAAI
errChristos Chadoulos; John Theocharis; Andreas Symeonidis; Serafeim Moustakidis
err分享
err收藏
Deep Learning Autoencoders for Fast Fourier Transform-Based Clustering and Temporal Damage Evolution in Acoustic Emission Data from Composite Materials基于快速傅里叶变换的深度学习自动编码器在复合材料声发射数据中的聚类与时序损伤演化
errINFRASTRUCTURES
IF2.9
err2025-03-02
err0
errOAAI
errMoustakidis, Serafeim; Stergiou, Konstantinos; Gee, Matthew; Roshanmanesh, Sanaz; Hayati, Farzad; Karlsson, Patrik; Papaelias, Mayorkinos
err分享
err收藏
Economical hybrid novelty detection leveraging global aleatoric semantic uncertainty for enhanced MRI-based ACL tear diagnosis
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2024-10-01
err0
errOAAI
errSiouras, Athanasios; Moustakidis, Serafeim; Chalatsis, George; Bohoran, Tuan Aqeel; Hantes, Michael; Vlychou, Marianna; Tasoulis, Sotiris; Giannakidis, Archontis; Tsaopoulos, Dimitrios
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Dense Multi-Scale Graph Convolutional Network for Knee Joint Cartilage Segmentation
errBIOENGINEERING-BASEL
IF3.7
err2024-03-14
err4
errOAAI
errChadoulos, Christos; Tsaopoulos, Dimitrios; Symeonidis, Andreas; Moustakidis, Serafeim; Theocharis, John
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From Admission to Discharge: Predicting National Institutes of Health Stroke Scale Progression in Stroke Patients Using Biomarkers and Explainable Machine Learning
errJOURNAL OF PERSONALIZED MEDICINE
IF3
err2023-09-14
err7
errOAAI
errGkantzios, Aimilios; Kokkotis, Christos; Tsiptsios, Dimitrios; Moustakidis, Serafeim; Gkartzonika, Elena; Avramidis, Theodoros; Tripsianis, Gregory; Iliopoulos, Ioannis; Aggelousis, Nikolaos; Vadikolias, Konstantinos
err分享
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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
err分享
err收藏
Enhancing property prediction and process optimization in building materials through machine learning: A review通过机器学习增强建筑材料的性能预测和工艺优化: 综述
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-03-01
err66
errOAAI
errStergiou, Konstantinos; Ntakolia, Charis; Varytis, Paris; Koumoulos, Elias; Karlsson, Patrik; Moustakidis, Serafeim
err分享
err收藏
Autonomous path planning with obstacle avoidance for smart assistive systems
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-03-01
err31
PREAI
errNtakolia, Charis; Moustakidis, Serafeim; Siouras, Athanasios
err分享
err收藏
Evaluation of Blood Biomarkers and Parameters for the Prediction of Stroke Survivors' Functional Outcome upon Discharge Utilizing Explainable Machine Learning使用可解释的机器学习评估血液生物标志物和参数，以预测出院后中风幸存者的功能结局
errDIAGNOSTICS
IF3.3
err2023-02-01
err7
errOAAI
errGkantzios, Aimilios; Kokkotis, Christos; Tsiptsios, Dimitrios; Moustakidis, Serafeim; Gkartzonika, Elena; Avramidis, Theodoros; Aggelousis, Nikolaos; Vadikolias, Konstantinos
err分享
err收藏
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
errEJNMMI PHYSICS
IF3.2
err2023-01-27
err15
errOAAI
errApostolopoulos, Ioannis D.; Papandrianos, Nikolaos I.; Feleki, Anna; Moustakidis, Serafeim; Papageorgiou, Elpiniki I.
err分享
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A novel multi-atlas segmentation approach under the semi-supervised learning framework: Application to knee cartilage segmentation一种新的半监督学习框架下的多图谱分割方法: 在膝关节软骨分割中的应用
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2022-12-01
err3
PREAI
errChadoulos, Christos G.; Tsaopoulos, Dimitrios E.; Moustakidis, Serafeim; Tsakiridis, Nikolaos L.; Theocharis, John B.
err分享
err收藏
An Explainable Machine Learning Pipeline for Stroke Prediction on Imbalanced Data一种可解释的机器学习管道，用于在不平衡数据上进行中风预测
errDIAGNOSTICS
IF3.3
err2022-10-01
err30
errOAAI
errKokkotis, Christos; Giarmatzis, Georgios; Giannakou, Erasmia; Moustakidis, Serafeim; Tsatalas, Themistoklis; Tsiptsios, Dimitrios; Vadikolias, Konstantinos; Aggelousis, Nikolaos
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Leveraging explainable machine learning to identify gait biomechanical parameters associated with anterior cruciate ligament injury
errSCIENTIFIC REPORTS
IF3.9
err2022-04-22
err14
errOAAI
errKokkotis, Christos; Moustakidis, Serafeim; Tsatalas, Themistoklis; Ntakolia, Charis; Chalatsis, Georgios; Konstadakos, Stylianos; Hantes, Michael E.; Giakas, Giannis; Tsaopoulos, Dimitrios
err分享
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Identifying Country-Level Risk Factors for the Spread of COVID-19 in Europe Using Machine Learning使用机器学习识别欧洲新型冠状病毒肺炎传播的国家级风险因素
errVIRUSES-BASEL
IF3.5
err2022-03-17
err1
errOAAI
errMoustakidis, Serafeim; Kokkotis, Christos; Tsaopoulos, Dimitrios; Sfikakis, Petros; Tsiodras, Sotirios; Sypsa, Vana; Zaoutis, Theoklis E.; Paraskevis, Dimitrios
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Knee Injury Detection Using Deep Learning on MRI Studies: A Systematic Review在MRI研究中使用深度学习检测膝关节损伤: 系统综述
errDIAGNOSTICS
IF3.3
err2022-02-19
err34
errOAAI
errSiouras, Athanasios; Moustakidis, Serafeim; Giannakidis, Archontis; Chalatsis, Georgios; Liampas, Ioannis; Vlychou, Marianna; Hantes, Michael; Tasoulis, Sotiris; Tsaopoulos, Dimitrios
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Identification of most important features based on a fuzzy ensemble technique: Evaluation on joint space narrowing progression in knee osteoarthritis patients基于模糊集成技术的最重要特征的识别: 膝骨关节炎患者关节间隙狭窄进展的评估
errINTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
IF4.1
err2021-12-01
err11
PREAI
errNtakolia, Charis; Kokkotis, Christos; Moustakidis, Serafeim; Tsaopoulos, Dimitrios
err分享
err收藏
An Explainable Machine Learning Model for Material Backorder Prediction in Inventory Management一种可解释的机器学习模型，用于库存管理中的物料订单预测
errSENSORS
IF3.5
err2021-11-27
err16
errOAAI
errNtakolia, Charis; Kokkotis, Christos; Karlsson, Patrik; Moustakidis, Serafeim
err分享
err收藏

研究方向

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合作学者
合作期刊
V
Vasilis Ntziachristos
H 指数: 110 · 论文数: 1.1K
P
Petros P. Sfikakis
H 指数: 74 · 论文数: 901
S
Sotirios Tsiodras
H 指数: 66 · 论文数: 528
E
Elpiniki I. Papageorgiou
H 指数: 55 · 论文数: 308
D
Dimitrios Paraskevis
H 指数: 51 · 论文数: 359
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