Nikolaos S. Tachos
Orcid: 0000-0002-8627-6352
According to our database1,
Nikolaos S. Tachos
authored at least 53 papers
between 2015 and 2023.
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Bibliography
2023
Development of Visual Sensors and Augmented Reality Based Smart Glasses for Enhancement of Business Sustainability and Wellbeing of the Aging Workforce.
IEEE Instrum. Meas. Mag., September, 2023
Evaluating Gait Impairment in Parkinson's Disease from Instrumented Insole and IMU Sensor Data.
Sensors, 2023
Diagnosis of Clinical Significant Prostate Cancer on Biparametric Mri Using Zone-Specific Radiomic Features.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Machine Learning Models Predict the Need of Amputation and/or Peripheral Artery Revascularization in Hypertensive Patients Within 7-Years Follow-Up.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
An integrated rehabilitation system for the upper limb spasticity assessment and treatment: the Rehabotics passive exoskeletal system.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Boosting the performance of MALT lymphoma classification in patients with primary Sjögren's Syndrome through data augmentation: a case study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Weight Estimation of Mediterranean Food Images using Random Forest Regression Algorithm.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
A comparison study on creating simulated patient data for individuals suffering from chronic coronary disorders.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Cleverballoon: An integrated approach for developing a drug-coated balloon with everolimus.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation.
Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023
2022
Can Gait Features Help in Differentiating Parkinson's Disease Medication States and Severity Levels? A Machine Learning Approach.
Sensors, 2022
Smart Insole: A Gait Analysis Monitoring Platform Targeting Parkinson Disease Patients Based on Insoles.
CoRR, 2022
Comput. Methods Programs Biomed., 2022
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
A "smart" Imputation Approach for Effective Quality Control Across Complex Clinical Data Structures.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Investigation of crimping effects on the stent deployment through in silico modeling.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
An in silico trials platform for the evaluation of stent design effect in post-implantation outcomes.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Fine-tuned feature selection to improve prostate segmentation via a fully connected meta-learner architecture.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
The Smart-Insole Dataset: Gait Analysis Using Wearable Sensors with a Focus on Elderly and Parkinson's Patients.
Sensors, 2021
A new smart-cropping pipeline for prostate segmentation using deep learning networks.
CoRR, 2021
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy.
Comput. Biol. Medicine, 2021
A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains.
Comput. Biol. Medicine, 2021
Gait and balance patterns related to Free-Walking and TUG tests in Parkinson's Disease based on plantar pressure data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Variational Gaussian Mixture Models with robust Dirichlet concentration priors for virtual population generation in hypertrophic cardiomyopathy: a comparison study.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
An in silico trials platform for the evaluation of effect of the arterial anatomy configuration on stent implantation<sup>*</sup>.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Comparison of three U-Net family architectures for left ventricular myocardial wall automatic segmentation.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Real Time Human Activity Recognition Using Acceleration and First-Person Camera data.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
A Deep Learning-based cropping technique to improve segmentation of prostate's peripheral zone.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
A machine learning approach to predict emotional arousal and valence from gaze extracted features.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Cognitive workload level estimation based on eye tracking: A machine learning approach.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Exploring Artificial Intelligence methods for recognizing human activities in real time by exploiting inertial sensors.
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Towards the development of a unified virtual population model in hypertrophic cardiomyopathy.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Enterp. Inf. Syst., 2020
Generation of virtual patient data for in-silico cardiomyopathies drug development using tree ensembles: a comparative study.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
On-Body Sensor Position Identification with a Simple, Robust and Accurate Method, Validated in Patients with Parkinson's Disease.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Design and implementation of in silico clinical trial for Bioresorbable Vascular Scaffolds.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Predictive Models of Coronary Artery Disease Based on Computational Modeling: The SMARTool System.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Numerical evaluation of the mechanical environment of a fractured long bone for osteoporotic and non-osteoporotic subjects.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A computational multi-level atherosclerotic plaque growth model for coronary arteries.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
EAI Endorsed Trans. Pervasive Health Technol., 2018
A Clinical Decision Support Platform for the Risk Stratification, Diagnosis, and Prediction of Coronary Artery Disease Evolution.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
A Machine Learning Approach for the Prediction of the Progression of Cardiovascular Disease based on Clinical and Non-Invasive Imaging Data.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
SMARTool: A tool for clinical decision support for the management of patients with coronary artery disease based on modeling of atherosclerotic plaque process.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017
2016
Middle and inner ear modelling: From microCT images to 3D reconstruction and coupling of models.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015