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Nicos Maglaveras

aristotle university of thessaloniki

38H-index
488Paper Count
8.6KCitation Count
Published Papers 57
Publication Date
Optimizing atrial fibrillation detection through ECG feature selection using Extra-Trees and statistical association measures
err2026-01-01
err1
errOAAI
errPetmezas, Georgios; Papageorgiou, Vasileios E.; Passman, Rod S.; Rogers, John A.; Stefanopoulos, Leandros; Katsaggelos, Aggelos K.; Maglaveras, Nicos
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Automated HFrEF Diagnosis Using an Optimized TimeSformer Model in Echocardiography
err2025-12-01
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PREAI
errGeorgios Petmezas; Vasileios E. Papageorgiou; Vassilios Vassilikos; Efstathios Pagourelias; Dimitrios Tachmatzidis; George Tsaklidis; Aggelos K. Katsaggelos; Nicos Maglaveras
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Bridging statistics and deep learning: a causal data-fusion framework for epidemic prediction
err2025-11-01
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PREAI
errPapageorgiou, Vasileios E.; Petmezas, Georgios; Georgakis, Aristeidis; Maglaveras, Nicos; Tsaklidis, George
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Enhanced heart failure mortality prediction through model-independent hybrid feature selection and explainable machine learning
err2025-03-01
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PREAI
errPetmezas, Georgios; Papageorgiou, Vasileios E.; Vassilikos, Vassilios; Pagourelias, Efstathios; Tachmatzidis, Dimitrios; Tsaklidis, George; Katsaggelos, Aggelos K.; Maglaveras, Nicos
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Back to the future: the novel art of digital auscultation applied in a prospective observational study of critically ill Covid-19 patients
err2024-06-05
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errOAAI
errKaimakamis, Evangelos; Kotoulas, Serafeim; Tzimou, Myrto; Karachristos, Christos; Giannaki, Chrysavgi; Kilintzis, Vassileios; Stefanopoulos, Leandros; Chatzis, Evangelos; Beredimas, Nikolaos; Rocha, Bruno; Pessoa, Diogo; Paiva, Rui Pedro; Maglaveras, Nicos; Bitzani, Militsa
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Predicting COVID-19 Vaccination Uptake Using a Small and Interpretable Set of Judgment and Demographic Variables: Cross-Sectional Cognitive Science Study
err2024-03-18
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errOAAI
errVike, Nicole L.; Bari, Sumra; Stefanopoulos, Leandros; Lalvani, Shamal; Kim, Byoung Woo; Maglaveras, Nicos; Block, Martin; Breiter, Hans C.; Katsaggelos, Aggelos K.
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A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters
err2024-01-01
err2
PREAI
errWu, Yunan; Rocha, Bruno Machado; Kaimakamis, Evangelos; Cheimariotis, Grigorios-Aris; Petmezas, Georgios; Chatzis, Evangelos; Kilintzis, Vassilis; Stefanopoulos, Leandros; Pessoa, Diogo; Marques, Alda; Carvalho, Paulo; Paiva, Rui Pedro; Kotoulas, Serafeim; Bitzani, Militsa; Katsaggelos, Aggelos K.; Maglaveras, Nicos
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Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound
err2024-01-01
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errOAAI
errPessoa, Diogo; Rocha, Bruno Machado; Gomes, Maria; Rodrigues, Guilherme; Petmezas, Georgios; Cheimariotis, Grigorios-Aris; Maglaveras, Nicos; Marques, Alda; Frerichs, Inez; de Carvalho, Paulo; Paiva, Rui Pedro
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BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals
err2023-10-01
err7
errOAAI
errPessoa, Diogo; Rocha, Bruno Machado; Strodthoff, Claas; Gomes, Maria; Rodrigues, Guilherme; Petmezas, Georgios; Cheimariotis, Grigorios-Aris; Kilintzis, Vassilis; Kaimakamis, Evangelos; Maglaveras, Nicos; Marques, Alda; Frerichs, Inez; de Carvalho, Paulo; Paiva, Rui Pedro
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Ultra-Processed Food vs. Fruit and Vegetable Consumption before and during the COVID-19 Pandemic among Greek and Swedish Students
err2023-05-16
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errOAAI
errDhammawati, Friska; Fagerberg, Petter; Diou, Christos; Mavrouli, Ioanna; Koukoula, Evangelia; Lekka, Eirini; Stefanopoulos, Leandros; Maglaveras, Nicos; Heimeier, Rachel; Karavidopoulou, Youla; Ioakimidis, Ioannis
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Toward Systems Models for Obesity Prevention: A Big Role for Big Data
err2022-09-01
err8
errOAAI
errTufford, Adele R.; Diou, Christos; Lucassen, Desiree A.; Ioakimidis, Ioannis; O'Malley, Grace; Alagialoglou, Leonidas; Charmandari, Evangelia; Doyle, Gerardine; Filis, Konstantinos; Kassari, Penio; Kechadi, Tahar; Kilintzis, Vassilis; Kok, Esther; Lekka, Irini; Maglaveras, Nicos; Pagkalos, Ioannis; Papapanagiotou, Vasileios; Sarafis, Ioannis; Shahid, Arsalan; Veer, Pieter van't; Delopoulos, Anastasios; Mars, Monica
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Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function
errSENSORS
IF3.5
err2022-02-06
err68
errOAAI
errPetmezas, Georgios; Cheimariotis, Grigorios-Aris; Stefanopoulos, Leandros; Rocha, Bruno; Paiva, Rui Pedro; Katsaggelos, Aggelos K.; Maglaveras, Nicos
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Olfactory Decline in Older Adults with Mild Cognitive Impairment with and without Comorbidities
err2021-11-29
err4
errOAAI
errTouliou, Katerina; Maglaveras, Nicos; Bekiaris, Evangelos
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Beat-to-Beat P-Wave Analysis Outperforms Conventional P-Wave Indices in Identifying Patients with a History of Paroxysmal Atrial Fibrillation during Sinus Rhythm
err2021-09-17
err8
errOAAI
errTachmatzidis, Dimitrios; Filos, Dimitrios; Chouvarda, Ioanna; Tsarouchas, Anastasios; Mouselimis, Dimitrios; Bakogiannis, Constantinos; Lazaridis, Charalampos; Triantafyllou, Konstantinos; Antoniadis, Antonios P.; Fragakis, Nikolaos; Efthimiadis, Georgios; Maglaveras, Nicos; Tsalikakis, Dimitrios G.; Vassilikos, Vassilios P.
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Exploring Associations Between Children's Obesogenic Behaviors and the Local Environment Using Big Data: Development and Evaluation of the Obesity Prevention Dashboard
err2021-07-09
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errOAAI
errFilos, Dimitris; Lekka, Irini; Kilintzis, Vasileios; Stefanopoulos, Leandros; Karavidopoulou, Youla; Maramis, Christos; Diou, Christos; Sarafis, Ioannis; Papapanagiotou, Vasileios; Alagialoglou, Leonidas; Ioakeimidis, Ioannis; Hassapidou, Maria; Charmandari, Evangelia; Heimeier, Rachel; O'Malley, Grace; O'Donnell, Shane; Doyle, Gerardine; Delopoulos, Anastasios; Maglaveras, Nicos
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Fast Eating Is Associated with Increased BMI among High-School Students
err2021-03-09
err16
errOAAI
errFagerberg, Petter; Charmandari, Evangelia; Diou, Christos; Heimeier, Rachel; Karavidopoulou, Youla; Kassari, Penio; Koukoula, Evangelia; Lekka, Irini; Maglaveras, Nicos; Maramis, Christos; Pagkalos, Ioannis; Papapanagiotou, Vasileios; Riviou, Katerina; Sarafis, Ioannis; Tragomalou, Athanasia; Ioakimidis, Ioannis
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Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets
err2021-01-01
err192
PREAI
errPetmezas, Georgios; Haris, Kostas; Stefanopoulos, Leandros; Kilintzis, Vassilis; Tzavelis, Andreas; Rogers, John A.; Katsaggelos, Aggelos K.; Maglaveras, Nicos
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A smartphone application for semi-controlled collection of objective eating behavior data from multiple subjects
err2020-10-01
err7
PREAI
errMaramis, Christos; Moulos, Ioannis; Ioakimidis, Ioannis; Papapanagiotou, Vasileios; Langlet, Billy; Lekka, Irini; Bergh, Cecilia; Maglaveras, Nicos
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Challenges and opportunities for telehealth in the management of chronic obstructive pulmonary disease: a qualitative case study in Greece
err2020-09-10
err8
errOAAI
errGaveikaite, Violeta; Grundstrom, Casandra; Winter, Stefan; Schonenberg, Helen; Isomursu, Minna; Chouvarda, Ioanna; Maglaveras, Nicos
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