Nikolaos S. Tachos

ScholarGPS® ID: 88918757759965

Affiliation
University of Ioannina, Ioannina, Greece
Affiliation History

Field
Engineering and Computer Science
Discipline
Materials Science and Engineering
Top Specialties
Bioinformatics | Coronary Arteries | Machine Learning | Coronary Artery Disease | 3D Reconstruction | Cardiomyopathy | Hypertrophic Cardiomyopathy | Energy
Metrics Summary
Publication Count
79
Predicted Citations
645
Predicted h-index
13
Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

  • Publications
  • Books
  • Patents
  • NIH/NSF
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Multimodal automatic assessment of acute pain through facial videos and heart rate signals utilizing transformer-based architectures (journal article)
Gkikas, Stefanos | Tachos, Nikolaos S. | Andreadis, Stelios | Pezoulas, Vasileios C. | Zaridis, Dimitrios | Gkois, George | Matonaki, Anastasia | Stavropoulos, Thanos G. | Fotiadis, Dimitrios I.
Frontiers in Pain Research, volume 5 (2024).
10.3389/fpain.2024.1372814
Cite | Source
Data preparation for artificial intelligence in medical imaging: Experiences from the ProCAncer-I initiative (conference)
Kalokyri, Varvara | Tachos, Nikolaos | Sfakianakis, Stelios | Nikiforaki, Katerina | Karatzanis, Ioannis | Kondylakis, Haridimos | Mazzetti, Simone | Regge, Daniele | Papanikolaou, Nikolaos | Marias, Konstantinos | ... | Tsiknakis, Manolis
2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology (2023)
Malta
10.1109/IEEECONF58974.2023.10404158
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Assessing the Robustness of nnU-Net in the Detection of Prostate Lesions via Bi-Parametric MRI (conference)
Zaridis, Dimitrios I. | Mylona, Eugenia | Tachos, Nikolaos | Kalantzopoulos, Charalampos | Pezoulas, Vasileios C. | Koutsouris, Dimitrios D. | Matsopoulos, George K. | Marias, Kostas | Tsiknakis, Manolis | Fotiadis, Dimitrios I.
2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in Healthcare, Medicine and Biology (2023)
Malta
10.1109/IEEECONF58974.2023.10404284
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Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation (conference)
Zaridis, Dimitrios I. | Mylona, Eugenia | Tachos, Nikolaos S. | Kalantzopoulos, Charalampos | Marias, Kostas | Tsiknakis, Manolis | Koutsouris, Dimitrios D. | Matsopoulos, George K. | Fotiadis, Dimitrios I.
2023 IEEE 23rd International Conference on Bioinformatics and Bioengineering (BIBE) (2023)
Dayton, OH, USA
10.1109/BIBE60311.2023.00075
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A segmentation-based method improving the performance of N4 bias field correction on T2weighted MR imaging data of the prostate (journal article)
Dovrou, Aikaterini | Nikiforaki, Katerina | Zaridis, Dimitris | Manikis, Georgios C. | Mylona, Eugenia | Tachos, Nikolaos | Tsiknakis, Manolis | Fotiadis, Dimitrios I. | Marias, Kostas
Magnetic Resonance Imaging, volume 101 (2023).
10.1016/j.mri.2023.03.012
Cited by (5) | Cite | Source
MI-Common Data Model: Extending Observational Medical Outcomes Partnership-Common Data Model (OMOP-CDM) for Registering Medical Imaging Metadata and Subsequent Curation Processes (journal article)
Kalokyri, Varvara | Kondylakis, Haridimos | Sfakianakis, Stelios | Nikiforaki, Katerina | Karatzanis, Ioannis | Mazzetti, Simone | Tachos, Nikolaos | Regge, Daniele | Fotiadis, Dimitrios I. | Marias, Konstantinos | Tsiknakis, Manolis
JCO Clinical Cancer Informatics (2023).
10.1200/CCI.23.00101
Cited by (2) | Cite | Source
Development of Visual Sensors and Augmented Reality Based Smart Glasses for Enhancement of Business Sustainability and Wellbeing of the Aging Workforce (journal article)
Spandonidis, Christos | Giannopoulos, Fotis | Agulló, Jerónimo | Tachos, Nikolaos S. | Frederiksen, Lars | Martín, Aarón | Carvajal, Ramón González
IEEE Instrumentation & Measurement Magazine, volume 26, issue 6, pages 21-27 (2023).
10.1109/MIM.2023.10217030
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Cleverballoon: An integrated approach for developing a drug-coated balloon with everolimus (conference)
Karanasiou, Georgia S. | Loukas, Vasileios S. | Siogkas, Panos | Sakellarios, Antonis I. | Tachos, Nikolaos S. | Katsouras, Christos | Moulas, Anargyros | Ioakimidis, Konstantinos | Chatzimichailidis, Arsenios | Semertzioglou, Arsen | ... | Fotiadis, Dimitrios I.
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340583
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Machine Learning Models Predict the Need of Amputation and/or Peripheral Artery Revascularization in Hypertensive Patients Within 7-Years Follow-Up (conference)
Tsarapatsani, Konstantina | Sakellarios, Antonis I. | Tsakanikas, Vassilis D. | Trampisch, Hans J. | Rudolf, Henrik | Tachos, Nikolaos | Kleber, Marcus E. | März, Winfried | Fotiadis, Dimitrios I.
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340447
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A comparison study on creating simulated patient data for individuals suffering from chronic coronary disorders (conference)
Koloi, Angela | Loukas, Vasileios S. | Sakellarios, Antonis | Bosch, Jos A. | Quax, Rick | Nowakowska, Karina | Tachos, Nikolaos | Kaźmierski, Jakub | Papaloukas, Costas | Fotiadis, Dimitrios
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340194
Cited by (2) | Cite | Source
An integrated rehabilitation system for the upper limb spasticity assessment and treatment: the Rehabotics passive exoskeletal system (conference)
Potsika, Vassiliki | Tachos, Nikolaos | Pardalis, Athanasios | Papaioannou, Christoforos | Kouris, Ioannis | Economopoulos, Theodore | Syringas, Pantelis | Tselikas, Nikolaos | Zestas, Orestis | Papagiannis, Giorgos | ... | Fotiadis, Dimitrios I.
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340161
Cited by (2) | Cite | Source
Weight Estimation of Mediterranean Food Images using Random Forest Regression Algorithm* (conference)
Konstantakopoulos, Fotios S. | Georga, Eleni I. | Tachos, Nikolaos S. | Fotiadis, Dimitrios I.
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340040
Cite | Source
Boosting the performance of MALT lymphoma classification in patients with primary Sjögren’s Syndrome through data augmentation: a case study (conference)
Pezoulas, Vasileios C. | Exarchos, Themis P. | Tachos, Nikolaos S. | Goules, Andreas | Tzioufas, Athanasios G. | Fotiadis, Dimitrios I.
2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2023)
Sydney, Australia
10.1109/EMBC40787.2023.10340802
Cite | Source
Multi-Channel 3D Deep Learning Architectures for Evaluation of Prostate Lesion Detection (conference)
Zaridis, Dimitrios I. | Mylona, Eugenia | Tachos, Nikolaos | Marias, Kostas | Tsiknakis, Manolis | Fotiadis, Dimitrios I.
2023 IEEE Conference on Artificial Intelligence (CAI) (2023)
Santa Clara, CA, USA
10.1109/CAI54212.2023.00071
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Diagnosis of Clinical Significant Prostate Cancer on Biparametric Mri Using Zone-Specific Radiomic Features (conference)
Mylona, Eugenia | Zaridis, Dimitrios | Tachos, Nikolaos | Tsiknakis, Manolis | Marias, Kostas | Fotiadis, Dimitrios I.
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (2023)
Cartagena, Colombia
10.1109/ISBI53787.2023.10230613
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Evaluating Gait Impairment in Parkinson’s Disease from Instrumented Insole and IMU Sensor Data (journal article)
Tsakanikas, Vassilis | Ntanis, Adamantios | Rigas, George | Androutsos, Christos | Boucharas, Dimitrios | Tachos, Nikolaos | Skaramagkas, Vasileios | Chatzaki, Chariklia | Kefalopoulou, Zinovia | Tsiknakis, Manolis | Fotiadis, Dimitrios
Sensors, volume 23, issue 8, pages 3902- (2023).
10.3390/s23083902
Cited by (6) | Cite | Source
eSEE-d: Emotional State Estimation Based on Eye-Tracking Dataset (journal article)
Skaramagkas, Vasileios | Ktistakis, Emmanouil | Manousos, Dimitris | Kazantzaki, Eleni | Tachos, Nikolaos S. | Tripoliti, Evanthia | Fotiadis, Dimitrios I. | Tsiknakis, Manolis
Brain Sciences, volume 13, issue 4, pages 589- (2023).
10.3390/brainsci13040589
Cited by (5) | Cite | Source
Region-adaptive magnetic resonance image enhancement for improving CNN-based segmentation of the prostate and prostatic zones (journal article)
Zaridis, Dimitrios I. | Mylona, Eugenia | Tachos, Nikolaos | Pezoulas, Vasileios C. | Grigoriadis, Grigorios | Tsiknakis, Nikos | Marias, Kostas | Tsiknakis, Manolis | Fotiadis, Dimitrios I.
Scientific Reports, volume 13, issue 1 (2023).
10.1038/s41598-023-27671-8
Cited by (10) | Cite | Source
Review of Eye Tracking Metrics Involved in Emotional and Cognitive Processes (journal article)
Skaramagkas, Vasileios | Giannakakis, Giorgos | Ktistakis, Emmanouil | Manousos, Dimitris | Karatzanis, Ioannis | Tachos, Nikolaos | Tripoliti, Evanthia | Marias, Kostas | Fotiadis, Dimitrios I. | Tsiknakis, Manolis
IEEE Reviews in Biomedical Engineering, volume 16 (2023).
10.1109/RBME.2021.3066072
Cited by (91) | Cite | Source
Can Gait Features Help in Differentiating Parkinson’s Disease Medication States and Severity Levels? A Machine Learning Approach (journal article)
Chatzaki, Chariklia | Skaramagkas, Vasileios | Kefalopoulou, Zinovia | Tachos, Nikolaos | Kostikis, Nicholas | Kanellos, Foivos | Triantafyllou, Eleftherios | Chroni, Elisabeth | Fotiadis, Dimitrios I. | Tsiknakis, Manolis
Sensors, volume 22, issue 24, pages 9937- (2022).
10.3390/s22249937
Cited by (8) | Cite | Source