Kostas Marias
Orcid: 0000-0003-3783-5223Affiliations:
- Mediterranean University of Crete, Greece
According to our database1,
Kostas Marias
authored at least 156 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on ics.forth.gr
-
on orcid.org
On csauthors.net:
Bibliography
2024
Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images.
IEEE J. Biomed. Health Informatics, September, 2024
Image Quality Assessment Tool for Conventional and Dynamic Magnetic Resonance Imaging Acquisitions.
J. Imaging, May, 2024
ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions.
Patterns, 2024
MAMA-MIA: A Large-Scale Multi-Center Breast Cancer DCE-MRI Benchmark Dataset with Expert Segmentations.
CoRR, 2024
Corrigendum to "Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data" [Comput. Biol. Med. 17 (2024) 108216].
Comput. Biol. Medicine, 2024
Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data.
Comput. Biol. Medicine, 2024
ResQu-Net: Effective prostate's peripheral zone segmentation leveraging the representational power of attention-based mechanisms.
Biomed. Signal Process. Control., 2024
Proceedings of the 32nd Symposium of Advanced Database Systems, 2024
Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
OCT sequence registration before and after percutaneous coronary intervention (stent implantation).
Biomed. Signal Process. Control., 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
Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
LoockMe: An Ever Evolving Artificial Intelligence Platform for Location Scouting in Greece.
Proceedings of the Engineering Applications of Neural Networks, 2023
CARDIOCARE platform: A beyond the state of the art approach for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity<sup>*</sup>.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 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
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023
2022
Automatic stress analysis from facial videos based on deep facial action units recognition.
Pattern Anal. Appl., 2022
Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition.
Pattern Anal. Appl., 2022
Changes in resting-state functional connectivity in neuropsychiatric lupus: A dynamic approach based on recurrence quantification analysis.
Biomed. Signal Process. Control., 2022
Graph denoising of impulsive EEG signals and the effect of their graph representation.
Biomed. Signal Process. Control., 2022
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
T2* relaxometry tool for calibration and quantification of iron concentration based on multi echo MRI data.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022
Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Semantic Segmentation of Diabetic Retinopathy Lesions, Using a UNET with Pretrained Encoder.
Proceedings of the Engineering Applications of Neural Networks, 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
Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis.
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 Constantly Evolving Role of Medical Image Processing in Oncology: From Traditional Medical Image Processing to Imaging Biomarkers and Radiomics.
J. Imaging, 2021
Fostering Palliative Care Through Digital Intervention: A Platform for Adult Patients With Hematologic Malignancies.
Frontiers Digit. Health, 2021
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging.
CoRR, 2021
A new smart-cropping pipeline for prostate segmentation using deep learning networks.
CoRR, 2021
Deep learning for diabetic retinopathy detection and classification based on fundus images: A review.
Comput. Biol. Medicine, 2021
A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast cancer diagnosis: An initial effort to define resilience effects.
Comput. Biol. Medicine, 2021
Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests<sup>1</sup>.
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
Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021
Designing a conversational agent for patients with hematologic malignancies: Usability and Usefulness Study.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation.
Mach. Vis. Appl., 2020
J. Biomed. Informatics, 2020
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020
2019
Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation.
IEEE J. Biomed. Health Informatics, 2019
Investigating the Role of Model-Based and Model-Free Imaging Biomarkers as Early Predictors of Neoadjuvant Breast Cancer Therapy Outcome.
IEEE J. Biomed. Health Informatics, 2019
Investigating the Correlation of Ktrans With Semi-Quantitative MRI Parameters Towards More Robust and Reproducible Perfusion Imaging Biomarkers in Three Cancer Types.
IEEE J. Biomed. Health Informatics, 2019
IEEE Trans. Affect. Comput., 2019
IET Image Process., 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Machine Learning Classification of Neuropsychiatric Systemic Lupus Erythematosus patients using resting-state fMRI functional connectivity.
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Using Electronic Patient Reported Outcomes to Foster Palliative Cancer Care: The MyPal Approach.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Scale-Space DCE-MRI Radiomics Analysis Based on Gabor Filters for Predicting Breast Cancer Therapy Response.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Computational Modeling of Psychological Resilience Trajectories During Breast Cancer Treatment.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Employing Conversational Agents in Palliative Care: A Feasibility Study and Preliminary Assessment.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
A novel multi-kernel 1D convolutional neural network for stress recognition from ECG.
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019
Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019
2018
Correction to: Pattern recognition and pharmacokinetic methods on DCE-MRI data for tumor hypoxia mapping in sarcoma.
Multim. Tools Appl., 2018
Pattern recognition and pharmacokinetic methods on DCE-MRI data for tumor hypoxia mapping in sarcoma.
Multim. Tools Appl., 2018
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018
Video-based Pain Level Assessment: Feature Selection and Inter-Subject Variability Modeling.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
DCE-MRI radiomics features for predicting breast cancer neoadjuvant therapy response.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
Incremental diagnostic information obtained via novel Dynamic Contrast Enhanced MRI framework applied on Multiple Sclerosis patients: A preliminary study.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018
2017
Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization.
IEEE Trans. Multim., 2017
Donor's support tool: Enabling informed secondary use of patient's biomaterial and personal data.
Int. J. Medical Informatics, 2017
Quantitative comparison of motion history image variants for video-based depression assessment.
EURASIP J. Image Video Process., 2017
Biomed. Signal Process. Control., 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
iManageCancer: Developing a Platform for Empowering Patients and Strengthening Self-Management in Cancer Diseases.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
PLoS Comput. Biol., 2016
The INTEGRATE project: Delivering solutions for efficient multi-centric clinical research and trials.
J. Biomed. Informatics, 2016
Comput. Vis. Image Underst., 2016
Proceedings of the pHealth 2016, 2016
Proceedings of the pHealth 2016, 2016
Psycho-emotional tools for better treatment adherence and therapeutic outcomes for cancer patients.
Proceedings of the pHealth 2016, 2016
Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text.
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016
Addressing drug-drug and drug-food interactions through personalized empowerment services for healthcare.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Secure access to patient's health records using SpeechXRays a mutli-channel biometrics platform for user authentication.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Video-based depression detection using local Curvelet binary patterns in pairwise orthogonal planes.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the Short Paper Proceedings of the 33rd Computer Graphics International, Heraklion, Greece, June 28, 2016
Visualizing tumor environment with perfusion and diffusion MRI: Computational challenges.
Proceedings of the Short Paper Proceedings of the 33rd Computer Graphics International, Heraklion, Greece, June 28, 2016
Diffusion Modelling Tool (DMT) for the analysis of Diffusion Weighted Imaging (DWI) Magnetic Resonance Imaging (MRI) data.
Proceedings of the Short Paper Proceedings of the 33rd Computer Graphics International, Heraklion, Greece, June 28, 2016
Proceedings of the Short Paper Proceedings of the 33rd Computer Graphics International, Heraklion, Greece, June 28, 2016
2015
Bridging miRNAs and pathway analysis in clinical decision support: a case study in nephroblastoma.
Netw. Model. Anal. Health Informatics Bioinform., 2015
BMC Medical Informatics Decis. Mak., 2015
Evaluation of personal health record systems through the lenses of EC research projects.
Comput. Biol. Medicine, 2015
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015
An ontological approach towards psychological profiling of breast cancer patients in pervasive computing environments.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Designing a framework for assisting depression severity assessment from facial image analysis.
Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Digital patient: Personalized and translational data management through the MyHealthAvatar EU project.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
An algorithmic approach for the effect of transcription factor binding sites over functional gene regulatory networks.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
2014
The Technologically Integrated Oncosimulator: Combining Multiscale Cancer Modeling With Information Technology in the In Silico Oncology Context.
IEEE J. Biomed. Health Informatics, 2014
Web-Based Workflow Planning Platform Supporting the Design and Execution of Complex Multiscale Cancer Models.
IEEE J. Biomed. Health Informatics, 2014
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014
MyHealthAvatar: Personalized and empowerment health services through Internet of Things technologies.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014
PMIR: A Personal Medical Information Recommender.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
The importance of grid size and boundary conditions in discrete tumor growth modeling.
Proceedings of the 6th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2014
Computational horizons in cancer (CHIC): Developing meta- and hyper-multiscale models and repositories for in Silico Oncology - A brief technical outline of the project.
Proceedings of the 6th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2014
Multi-Modal Medical Data Analysis Platform (3MDAP) for analysis and predictive modelling of cancer trial data.
Proceedings of the 6th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2014
A collaborative central reviewing platform for cancer detection in digital microscopy images.
Proceedings of the 6th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2014
Proceedings of the HEALTHINF 2014, 2014
2013
Proceedings of the 4th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN-2013) and the 3rd International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH), 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
In silico oncology: Exploiting clinical studies to clinically adapt and validate multiscale oncosimulators.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Exploitation of patient avatars towards stratified medicine through the development of in silico clinical trials approaches.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
Designing a digital patient avatar in the context of the MyHealthAvatar project initiative.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013
2012
IEEE Trans. Inf. Technol. Biomed., 2012
High-Grade Glioma Diffusive Modeling Using Statistical Tissue Information and Diffusion Tensors Extracted from Atlases.
IEEE Trans. Inf. Technol. Biomed., 2012
Bridging Social Media Technologies and Scientific Research: A Twitter-Enabled Platform for VPH Modeling.
Proceedings of the Wireless Mobile Communication and Healthcare, 2012
Proceedings of the 2012 5th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2012
Proceedings of the 2012 5th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2012
Proceedings of the 2012 5th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2012
Proceedings of the 2012 5th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
A software prototype for the assessment of tumor treatment response using diffusion and perfusion MR imaging.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
An innovative mathematical analysis of routine MRI scans in patients with glioblastoma using DoctorEye.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
The effects of near optimal growth solutions in genome-scale human cancer metabolic model.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
2010
Int. J. Comput. Assist. Radiol. Surg., 2010
2009
Translating Cancer Research into Clinical Practice: A Framework for Analyzing and Modeling Cancer from Imaging Data.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
2008
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Multi-level Analysis and Information Extraction Considerations for Validating 4D Models of Human Function.
Proceedings of the Digital Human Modeling, 2007
Simulating Cancer Radiotherapy on a Multi-level Basis: Biology, Oncology and Image Processing.
Proceedings of the Digital Human Modeling, 2007
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007
2006
Medical Image Anal., 2006
Proceedings of the Digital Mammography, 2006
Proceedings of the Challenges and Opportunities of HealthGrids, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Image analysis for assessing molecular activity changes in time-dependent geometries.
IEEE Trans. Medical Imaging, 2005
IEEE Trans. Medical Imaging, 2005
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005
2004
Non-Rigid Image Transformation for Assessing Changes in Fluorescence Imaging Data of Molecular Activity in Time-Dependent Geometries.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
A Graph-Based Approach to Corner Matching Using Mutual Information as a Local Similarity Measure.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Medical Image Anal., 2003
2000
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000