Kostas Marias

According to our database, Kostas Marias authored at least 149 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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].

Nuno Miguel Rodrigues, José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Raquel Moreno, Celso Matos, Leonardo Vanneschi, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Sara Silva, Nickolas Papanikolaou

Comput. Biol. Medicine, 2024

Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data.

Nuno M. Rodrigues, José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Raquel Moreno, Celso Matos, Leonardo Vanneschi, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Sara Silva, Nickolas Papanikolaou

Comput. Biol. Medicine, 2024

2023

OCT sequence registration before and after percutaneous coronary intervention (stent implantation).

Nikos Tsiknakis, Constantinos Spanakis, Panagiota Tsoumpou, Georgia S. Karanasiou, Gianna E. Karanasiou, Antonis I. Sakellarios, George Rigas, Savvas Kyriakidis, Michail I. Papafaklis, Sotiris Nikopoulos, Frank Gijsen, Lampros K. Michalis, Dimitrios I. Fotiadis, Kostas Marias

Biomed. Signal Process. Control., 2023

Diagnosis of Clinical Significant Prostate Cancer on Biparametric Mri Using Zone-Specific Radiomic Features.

Eugenia Mylona, Dimitrios G. Zaridis, Nikolaos S. Tachos, Manolis Tsiknakis, Kostas Marias, Dimitrios I. Fotiadis

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis.

Nikos Tsiknakis, Evangelos Tzoras, Ioannis Zerdes, Georgios C. Manikis, Balazs Acs, Johan Hartman, Thomas Hatschek, Theodoros Foukakis, Kostas Marias

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.

Georgia S. Karanasiou, Lefteris Koumakis, Stelios Sfakianakis, Georgios C. Manikis, Gregory Kalliatakis, Athos Antoniades, Lampros Lakkas, Davide Mauri, C. Cipolla, Ketti Mazzocco, A. Papakonstantinou, Gerasimos Filippatos, Andri Papakonstantinou, Bostjan Seruga, Constanza Conti, Anca I. D. Bucur, Elsa Pacella, Kostas Marias, Manolis Tsiknakis, Dimitris I. Fotiadis

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.

Eleftherios Trivizakis, Vassilios Aidonis, Vasileios C. Pezoulas, Yorgos Goletsis, Nikolaos Oikonomou, Ioannis Stefanis, Leoni Chondromatidou, Dimitrios I. Fotiadis, Manolis Tsiknakis, Kostas Marias

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^*.

Kostas M. Tsiouris, Grigorios Kalliatakis, Ketti Mazzocco, Bostjan Seruga, Kostas Marias, Georgia S. Karanasiou, Athos Antoniades, Andri Papakonstantinou, Constanza Conti, Manolis Tsiknakis, Stelios Sfakianakis, Lampros Lakkas, Gerasimos Filippatos, Anca I. D. Bucur, Dimitrios I. Fotiadis, Georgios C. Manikis, Davide Mauri, Anastasia Constantinidou, Elsa Pacella

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.

Dimitrios I. Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Charalampos Kalantzopoulos, Kostas Marias, Manolis Tsiknakis, Dimitrios D. Koutsouris, George K. Matsopoulos, Dimitrios I. Fotiadis

Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023

Predicting Quality of Life for Breast Cancer Patients ^*.

Christos Raspoptsis, Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Paula Poikonen-Saksela, Panagiotis G. Simos, Evangelos Karademas, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Dimitrios I. Fotiadis

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.

Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias

Pattern Anal. Appl., 2022

Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition.

Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias

Pattern Anal. Appl., 2022

Harmonization Strategies in Multicenter MRI-Based Radiomics.

Elisavet Stamoulou, Constantinos Spanakis, Georgios C. Manikis, Georgia S. Karanasiou, Grigoris Grigoriadis, Theodoros Foukakis, Manolis Tsiknakis, Dimitrios I. Fotiadis, Kostas Marias

J. Imaging, 2022

Changes in resting-state functional connectivity in neuropsychiatric lupus: A dynamic approach based on recurrence quantification analysis.

Anastasia Pentari, George Tzagkarakis, Panagiotis Tsakalides, Panagiotis G. Simos, George Bertsias, Eleftherios Kavroulakis, Kostas Marias, Nicholas J. Simos, Efrosini Papadaki

Biomed. Signal Process. Control., 2022

Graph denoising of impulsive EEG signals and the effect of their graph representation.

Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides

Biomed. Signal Process. Control., 2022

Data Ingestion for AI in Prostate Cancer.

Haridimos Kondylakis, Stelios Sfakianakis, Varvara Kalokyri, Nikolaos S. Tachos, Dimitrios I. Fotiadis, Kostas Marias, Manolis Tsiknakis

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.

Georgios S. Ioannidis, Katerina Nikiforaki, Georgios Kalaitzakis, Themistoklis Boursianis, Grigorios Antonopoulos, Thomas G. Maris, Kostas Marias

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.

Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Paula Poikonen-Saksela, Ketti Mazzocco, Chiara Marzorati, Ruth Pat-Horenczyk, Ilan Roziner, Berta Sousa, Albino J. Oliveira-Maia, Panagiotis G. Simos, Dimitrios I. Fotiadis

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.

Dimitrios Theodoropoulos, Georgios C. Manikis, Kostas Marias, Giorgos Papadourakis

Proceedings of the Engineering Applications of Neural Networks, 2022

Fine-tuned feature selection to improve prostate segmentation via a fully connected meta-learner architecture.

Dimitris Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Kostas Marias, Manolis Tsiknakis, Dimitios I. Fotiadis

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.

Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Evangelos Karademas, Kostas Marias, Ketti Mazzocco, Paula Poikonen-Saksela, Ruth Pat-Horenczyk, Berta Sousa, Panagiotis G. Simos, Dimitrios I. Fotiadis

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.

Dimitrios Boucharas, Christos Androutsos, Nikolaos S. Tachos, Evanthia E. Tripoliti, Dimitrios Manousos, Vasileios Skaramagkas, Emmanouil Ktistakis, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis

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.

Kostas Marias

J. Imaging, 2021

Fostering Palliative Care Through Digital Intervention: A Platform for Adult Patients With Hematologic Malignancies.

Lefteris Koumakis, Fatima Schera, Heather Parker, Panos Bonotis, Maria Chatzimina, Panagiotis Argyropaidas, Giorgos Zacharioudakis, Michael Schäfer, Christine Kakalou, Christina Karamanidou, Jana Didi, Eleni Kazantzaki, Lydia Scarfo, Kostas Marias, Pantelis Natsiavas

Frontiers Digit. Health, 2021

FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging.

Karim Lekadir, Richard Osuala, Catherine Gallin, Noussair Lazrak, Kaisar Kushibar, Gianna Tsakou, Susanna Aussó, Leonor Cerdá Alberich, Konstantinos Marias, Manolis Tsiknakis, Sara Colantonio, Nickolas Papanikolaou, Zohaib Salahuddin, Henry C. Woodruff, Philippe Lambin, Luis Martí-Bonmatí

CoRR, 2021

A new smart-cropping pipeline for prostate segmentation using deep learning networks.

Dimitrios G. Zaridis, Eugenia Mylona, Kostas Marias, Nikolaos Papanikolaou, Nikolaos S. Tachos, Dimitrios I. Fotiadis

CoRR, 2021

Deep learning for diabetic retinopathy detection and classification based on fundus images: A review.

Nikos Tsiknakis, Dimitris Theodoropoulos, Georgios C. Manikis, Emmanouil Ktistakis, Ourania Boutsora, Alexa Berto, Fabio Scarpa, Alberto Scarpa, Dimitrios I. Fotiadis, Kostas Marias

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.

Konstantina Kourou, Georgios C. Manikis, Paula Poikonen-Saksela, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Albino J. Oliveira-Maia, Johanna Mattson, Ilan Roziner, Greta Pettini, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Panagiotis G. Simos, Dimitrios I. Fotiadis

Comput. Biol. Medicine, 2021

Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests¹.

Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Paula Poikonen-Saksela, Ketti Mazzocco, Chiara Marzorati, Ruth Pat-Horenczyk, Ilan Roziner, Berta Sousa, Albino J. Oliveira-Maia, Panagiotis G. Simos, Dimitrios I. Fotiadis

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.

Dimitrios G. Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis

Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

CareKeeper: A Platform for Intelligent Care Coordination.

Haridimos Kondylakis, Dimitrios G. Katehakis, Angelina Kouroubali, Kostas Marias, Giorgos Flouris, Theodoros Patkos, Irini Fundulaki, Dimitris Plexousakis

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.

Maria Chatzimina, Helen Papadaki, Charalampos Pontikoglou, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis

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.

Anastasia Pampouchidou, Matthew Pediaditis, Eleni Kazantzaki, Stelios Sfakianakis, I. A. Apostolaki, K. Argyraki, Dimitris Manousos, Fabrice Mériaudeau, Kostas Marias, F. Yang, Manolis Tsiknakis, Maria Basta, Alexandros N. Vgontzas, Panagiotis G. Simos

Mach. Vis. Appl., 2020

Patient empowerment for cancer patients through a novel ICT infrastructure.

Haridimos Kondylakis, Anca I. D. Bucur, Chiara Crico, Feng Dong, Norbert M. Graf, Stefan Hoffman, Lefteris Koumakis, Alice Manenti, Kostas Marias, Ketti Mazzocco, Gabriella Pravettoni, Chiara Renzi, Fatima Schera, Stefano Triberti, Manolis Tsiknakis, Stephan Kiefer

J. Biomed. Informatics, 2020

Developing the BOUNCE Psychological Ontology.

Haridimos Kondylakis, Efthymios Alekos, Kostas Marias, Manolis Tsiknakis, Nikolaos Papadakis

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

Automatic stress detection evaluating models of facial action units.

Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Graph-based Denoising of EEG Signals in Impulsive Environments.

Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides

Proceedings of the 28th European Signal Processing Conference, 2020

A Study on the Effect of Distinct Adjacency Matrices for Graph Signal Denoising.

Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides

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.

Eleftherios Trivizakis, Georgios C. Manikis, Katerina Nikiforaki, Konstantinos Drevelegas, Manos Constantinides, Antonios Drevelegas, Kostas Marias

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.

Eleftherios Kontopodis, Maria Venianaki, Georgios C. Manikis, Katerina Nikiforaki, Ovidio Salvetti, Efrosini Papadaki, Georgios Z. Papadakis, Apostolos Karantanas, Kostas Marias

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.

Georgios S. Ioannidis, Thomas G. Maris, Katerina Nikiforaki, Apostolos Karantanas, Kostas Marias

IEEE J. Biomed. Health Informatics, 2019

Automatic Assessment of Depression Based on Visual Cues: A Systematic Review.

Anastasia Pampouchidou, Panagiotis G. Simos, Kostas Marias, Fabrice Mériaudeau, Fan Yang, Matthew Pediaditis, Manolis Tsiknakis

IEEE Trans. Affect. Comput., 2019

Machine-learning regression in evolutionary algorithms and image registration.

Constantinos Spanakis, Emmanouil Mathioudakis, Nikos Kampanis, Manolis Tsiknakis, Kostas Marias

IET Image Process., 2019

Renyi divergence and non-deterministic subsampling in Rigid Image Registration.

Constantinos Spanakis, Emmanuel Mathioudakis, Nikos Kampanis, Manolis Tsiknakis, Kostas Marias

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.

Nicholas J. Simos, Georgios C. Manikis, Efrosini Papadaki, Eleftherios Kavroulakis, George Bertsias, Konstantinos Marias

Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Pollen Grain Classification using Geometrical and Textural Features.

Georgios C. Manikis, Kostas Marias, E. Alissandrakis, L. Perrotto, E. Savvidaki, Nikolaos Vidakis

Proceedings of the 2019 IEEE International Conference on Imaging Systems and Techniques, 2019

Developing a Data Infrastructure for Enabling Breast Cancer Women to BOUNCE Back.

Haridimos Kondylakis, Lefteris Koumakis, Dimitrios G. Katehakis, Angelina Kouroubali, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Evangelos Karademas

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Sparse Representations on DW-MRI: A Study on Pancreas.

Anastasia Pentari, Grigorios Tsagkatakis, Kostas Marias, Georgios C. Manikis, Nikolaos Kartalis, Nikolaos Papanikolaou, Panagiotis Tsakalides

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.

Christos Maramis, Sheila Payne, Sarka Pospisilova, Richard Rosenquist, Paolo Ghia, Charalampos Pontikoglou, Annette Sander, Michael Doubek, Norbert M. Graf, Julie Ling, Julia Downing, Christina Karamanidou, Elpida Pavi, Vassilis Koutkias, Fatima Schera, Stephan Kiefer, Lefteris Koumakis, Konstantinos Marias, Stefan Hoffman, Heather Parker, Jonathan Reston

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.

Georgios C. Manikis, Maria Venianaki, Iraklis Skepasianos, Georgios Z. Papadakis, Thomas G. Maris, Sofia Agelaki, Apostolos Karantanas, Kostas Marias

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Computational Modeling of Psychological Resilience Trajectories During Breast Cancer Treatment.

Georgios C. Manikis, Ruth Pat-Horenczyk, Dimitrios I. Fotiadis, Manolis Tsiknakis, Panagiotis G. Simos, Konstantina Kourou, Paula Poikonen-Saksela, Haridimos Kondylakis, Evangelos Karademas, Kostas Marias, Dimitrios G. Katehakis, Lefteris Koumakis, Angelina Kouroubali

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

Employing Conversational Agents in Palliative Care: A Feasibility Study and Preliminary Assessment.

Maria Chatzimina, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis

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.

Giorgos A. Giannakakis, Eleftherios Trivizakis, Manolis Tsiknakis, Kostas Marias

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, 2019

A stress recognition system using HRV parameters and machine learning techniques.

Giorgos A. Giannakakis, Kostas Marias, Manolis Tsiknakis

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.

Maria Venianaki, Ovidio Salvetti, Eelco de Bree, Thomas G. Maris, Apostolos Karantanas, Eleftherios Kontopodis, Katerina Nikiforaki, Kostas Marias

Multim. Tools Appl., 2018

Pattern recognition and pharmacokinetic methods on DCE-MRI data for tumor hypoxia mapping in sarcoma.

Maria Venianaki, Ovidio Salvetti, Eelco de Bree, Thomas G. Maris, Apostolos Karantanas, Eleftherios Kontopodis, Katerina Nikiforaki, Kostas Marias

Multim. Tools Appl., 2018

Function Approximation for Medical Image Registration.

Constantinos Spanakis, Emmanuel Mathioudakis, Manolis Tsiknakis, Nikos Kampanis, Kostas Marias

Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Machine Learning Techniques for Automatic Depression Assessment.

Anna Maridaki, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis

Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Video-based Pain Level Assessment: Feature Selection and Inter-Subject Variability Modeling.

Dimitra Bourou, Anastasia Pampouchidou, Manolis Tsiknakis, Kostas Marias, Panagiotis G. Simos

Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Elitism in intensity-based image registration.

Constantinos Spanakis, Emmanuel Mathioudakis, Nikos Kampanis, Manolis Tsiknakis, Kostas Marias

Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

DCE-MRI radiomics features for predicting breast cancer neoadjuvant therapy response.

Eleftherios Kontopodis, Georgios C. Manikis, Iraklis Skepasianos, K. Tzagkarakis, Katerina Nikiforaki, Georgios Z. Papadakis, Thomas G. Maris, Efrosini Papadaki, Apostolos Karantanas, Kostas Marias

Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018

Assessment of soft-tissue sarcomas perfusion using data-driven techniques.

Maria Venianaki, Apostolos Karantanas, Eelco de Bree, Thomas G. Maris, Eleftherios Kontopodis, Katerina Nikiforaki, Ovidio Salvetti, Kostas Marias

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.

Eleftherios E. Kontopodis, Georgios C. Manikis, Katerina Nikiforaki, Maria Venianaki, Kostas Marias, Thomas G. Maris, Apostolos Karantanas, Efrosini Papadaki

Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

Implementing a data management infrastructure for big healthcare data.

Haridimos Kondylakis, Lefteris Koumakis, Manolis Tsiknakis, Kostas Marias

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.

Pedro Henríquez, Bogdan J. Matuszewski, Yasmina Andreu, Luca Bastiani, Sara Colantonio, Giuseppe Coppini, Mario D'Acunto, Riccardo Favilla, Danila Germanese, Daniela Giorgi, Paolo Marraccini, Massimo Martinelli, Maria-Aurora Morales, Maria Antonietta Pascali, Marco Righi, Ovidio Salvetti, Marcus Larsson, Tomas Strömberg, Lise Randeberg, Asgeir Bjorgan, Giorgos A. Giannakakis, Matthew Pediaditis, Franco Chiarugi, Eirini Christinaki, Kostas Marias, Manolis Tsiknakis

IEEE Trans. Multim., 2017

Donor's support tool: Enabling informed secondary use of patient's biomaterial and personal data.

Haridimos Kondylakis, Lefteris Koumakis, Stephanie Hänold, Iheanyi Nwankwo, Nikolaus Forgó, Kostas Marias, Manolis Tsiknakis, Norbert M. Graf

Int. J. Medical Informatics, 2017

Quantitative comparison of motion history image variants for video-based depression assessment.

Anastasia Pampouchidou, Matthew Pediaditis, Anna Maridaki, Muhammad Awais, Calliope-Marina Vazakopoulou, Stelios Sfakianakis, Manolis Tsiknakis, Panagiotis G. Simos, Kostas Marias, Fan Yang, Fabrice Mériaudeau

EURASIP J. Image Video Process., 2017

Stress and anxiety detection using facial cues from videos.

Giorgos A. Giannakakis, Matthew Pediaditis, Dimitris Manousos, Eleni Kazantzaki, Franco Chiarugi, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis

Biomed. Signal Process. Control., 2017

Facial geometry and speech analysis for depression detection.

Anastasia Pampouchidou, Olympia Simantiraki, Calliope-Marina Vazakopoulou, Charikleia Chatzaki, Matthew Pediaditis, Anna Maridaki, Kostas Marias, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau, Manolis Tsiknakis

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.

Haridimos Kondylakis, Anca I. D. Bucur, Feng Dong, Chiara Renzi, Andrea Manfrinati, Norbert M. Graf, Stefan Hoffman, Lefteris Koumakis, Gabriella Pravettoni, Kostas Marias, Manolis Tsiknakis, Stephan Kiefer

Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017

2016

MinePath: Mining for Phenotype Differential Sub-paths in Molecular Pathways.

Lefteris Koumakis, Alexandros Kanterakis, Evgenia Kartsaki, Maria Chatzimina, Michalis E. Zervakis, Manolis Tsiknakis, Despoina Vassou, Dimitris Kafetzopoulos, Kostas Marias, Vassilis Moustakis, George Potamias

PLoS Comput. Biol., 2016

The INTEGRATE project: Delivering solutions for efficient multi-centric clinical research and trials.

Haridimos Kondylakis, Brecht Claerhout, Keyur Mehta, Lefteris Koumakis, Jasper van Leeuwen, Kostas Marias, David Pérez-Rey, Kristof de Schepper, Manolis Tsiknakis, Anca I. D. Bucur

J. Biomed. Informatics, 2016

Big Data in Support of the Digital Cancer Patient.

Haridimos Kondylakis, Lefteris Koumakis, Manolis Tsiknakis, Kostas Marias, Stephan Kiefer

ERCIM News, 2016

Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system.

Yasmina Andreu, Franco Chiarugi, Sara Colantonio, Giorgos A. Giannakakis, Daniela Giorgi, Pedro Henríquez, Eleni Kazantzaki, Dimitris Manousos, Kostas Marias, Bogdan J. Matuszewski, Maria Antonietta Pascali, Matthew Pediaditis, Giovanni Raccichini, Manolis Tsiknakis

Comput. Vis. Image Underst., 2016

Preliminary Evaluation of a Web-Oriented Assessment Tool for Emotion Recognition.

Anastasia Pampouchidou, Eleni Kazantzaki, Ioannis Karatzanis, Kostas Marias, Manolis Tsiknakis, Fabrice Mériaudeau, Fan Yang, Panagiotis G. Simos

Proceedings of the pHealth 2016, 2016

Designing smart analytical data services for a personal health framework.

Lefteris Koumakis, Haridimos Kondylakis, Maria Chatzimina, Galateia Iatraki, Panagiotis Argyropaidas, Eleni Kazantzaki, Manolis Tsiknakis, Stephan Kiefer, Kostas Marias

Proceedings of the pHealth 2016, 2016

Psycho-emotional tools for better treatment adherence and therapeutic outcomes for cancer patients.

Eleni Kazantzaki, Haridimos Kondylakis, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis, Chiara Fioretti, Alessandra Gorini, Ketti Mazzocco, Chiara Renzi, Gabriella Pravettoni

Proceedings of the pHealth 2016, 2016

Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text.

Anastasia Pampouchidou, Olympia Simantiraki, Amir Fazlollahi, Matthew Pediaditis, Dimitris Manousos, Alexandros Roniotis, Giorgos A. Giannakakis, Fabrice Mériaudeau, Panagiotis G. Simos, Kostas Marias, Fan Yang, Manolis Tsiknakis

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.

Marios Spanakis, Emmanouil G. Spanakis, Haridimos Kondylakis, Stelios Sfakianakis, Irini Genitsaridi, Vangelis Sakkalis, Manolis Tsiknakis, Kostas Marias

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.

Emmanouil G. Spanakis, Marios Spanakis, Apostolos Karantanas, Kostas Marias

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.

Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Fan Yang, Guillaume Lemaitre, Fabrice Mériaudeau

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A model-free approach for imaging tumor hypoxia from DCE-MRI data.

Maria Venianaki, Eleftherios Kontopodis, Katerina Nikiforaki, Eelco de Bree, Ovidio Salvetti, Kostas Marias

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.

Kostas Marias, Katerina Nikiforaki, Georgios C. Manikis, Eleftherios Kontopodis, Nikolaos Papanikolaou

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.

Georgios C. Manikis, Katerina Nikiforaki, Nikolaos Papanikolaou, Kostas Marias

Proceedings of the Short Paper Proceedings of the 33rd Computer Graphics International, Heraklion, Greece, June 28, 2016

A DCE-MRI analysis workflow.

Eleftherios Kontopodis, Ioannis Karatzanis, Vangelis Sakkalis, Francesca Buffa, Kostas Marias

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.

Lefteris Koumakis, Kamana Sigdel, George Potamias, Stelios Sfakianakis, Jasper van Leeuwen, George Zacharioudakis, Vassilis Moustakis, Michalis E. Zervakis, Anca I. D. Bucur, Kostas Marias, Norbert M. Graf, Manolis Tsiknakis

Netw. Model. Anal. Health Informatics Bioinform., 2015

Semantic biomedical resource discovery: a Natural Language Processing framework.

Pepi Sfakianaki, Lefteris Koumakis, Stelios Sfakianakis, Galateia Iatraki, George Zacharioudakis, Norbert M. Graf, Kostas Marias, Manolis Tsiknakis

BMC Medical Informatics Decis. Mak., 2015

Dr Eye.

Ioannis Karatzanis, Kostas Marias, Vangelis Sakkalis

J. Clin. Bioinform., 2015

Evaluation of personal health record systems through the lenses of EC research projects.

Irini Genitsaridi, Haridimos Kondylakis, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis

Comput. Biol. Medicine, 2015

Semantically-enabled Personal Medical Information Recommender.

Haridimos Kondylakis, Lefteris Koumakis, Maria Psaraki, Georgia Troullinou, Maria Chatzimina, Eleni Kazantzaki, Konstantinos Marias, Manolis Tsiknakis

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.

Irini Genitsaridi, Kostas Marias, Manolis Tsiknakis

Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Patient Empowerment through Personal Medical Recommendations.

Haridimos Kondylakis, Lefteris Koumakis, Eleni Kazantzaki, Maria Chatzimina, Maria Psaraki, Kostas Marias, Manolis Tsiknakis

Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Designing a framework for assisting depression severity assessment from facial image analysis.

Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau

Proceedings of the 2015 IEEE International Conference on Signal and Image Processing Applications, 2015

Extraction of facial features as indicators of stress and anxiety.

Matthew Pediaditis, Giorgos A. Giannakakis, Franco Chiarugi, Dimitris Manousos, Anastasia Pampouchidou, Eirini Christinaki, Galateia Iatraki, Eleni Kazantzaki, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis

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.

Haridimos Kondylakis, Emmanouil G. Spanakis, Stelios Sfakianakis, Vangelis Sakkalis, Manolis Tsiknakis, Kostas Marias, Xia Zhao, HongQing Yu, Feng Dong

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.

Lefteris Koumakis, George Potamias, Kostas Marias, Manolis Tsiknakis

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.

Georgios S. Stamatakos, Dimitra D. Dionysiou, Aran Lunzer, Robert G. Belleman, Eleni A. Kolokotroni, Eleni Ch. Georgiadi, Marius Erdt, Juliusz Pukacki, Stefan Rüping, Stavroula G. Giatili, Alberto d'Onofrio, Stelios Sfakianakis, Kostas Marias, Christine Desmedt, Manolis Tsiknakis, Norbert M. Graf

IEEE J. Biomed. Health Informatics, 2014

Web-Based Workflow Planning Platform Supporting the Design and Execution of Complex Multiscale Cancer Models.

Vangelis Sakkalis, Stelios Sfakianakis, Eleftheria Tzamali, Kostas Marias, Georgios S. Stamatakos, Fay Misichroni, Eleftherios Ouzounoglou, Eleni A. Kolokotroni, Dimitra D. Dionysiou, David Johnson, Steve McKeever, Norbert M. Graf

IEEE J. Biomed. Health Informatics, 2014

Cross Layer Interference Management in Wireless Biomedical Networks.

Emmanouil Spanakis, Vangelis Sakkalis, Kostas Marias, Apostolos Traganitis

Entropy, 2014

Persuasive technology for healthy aging and wellbeing.

Emmanouil Spanakis, Silvina Santana, Boaz Ben-David, Kostas Marias, Chariklia Tziraki

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.

Emmanouil Spanakis, Dimitris Kafetzopoulos, Po Yang, Kostas Marias, Zhikun Deng, Manolis Tsiknakis, Vangelis Sakkalis, Feng Dong

Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Contactless detection of facial signs related to stress: A preliminary study.

Dimitris Manousos, Galateia Iatraki, Eirini Christinaki, Matthew Pediaditis, Franco Chiarugi, Manolis Tsiknakis, Kostas Marias

Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Comparison of blind source separation algorithms for optical heart rate monitoring.

Eirini Christinaki, Giorgos A. Giannakakis, Franco Chiarugi, Matthew Pediaditis, Galateia Iatraki, Dimitris Manousos, Kostas Marias, Manolis Tsiknakis

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.

Haridimos Kondylakis, Lefteris Koumakis, Stefan Rüping, Eleni Kazantzaki, Kostas Marias, Manolis Tsiknakis

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.

Giorgios Tzedakis, Giorgos Grekas, Eleftheria Tzamali, Kostas Marias, Vangelis Sakkalis

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.

Georgios S. Stamatakos, Dimitra D. Dionysiou, Fay Misichroni, Norbert M. Graf, Stefaan W. Van Gool, Rainer Bohle, Feng Dong, Marco Viceconti, Kostas Marias, Vangelis Sakkalis, Nikolaus Forgó, Ravi Radhakrishnan, Helen M. Byrne, Caterina Guiot, Philippe Büchler, Elias Neri, Anca I. D. Bucur, Bernard de Bono, Debora Testi, Manolis Tsiknakis

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.

Georgios C. Manikis, Evaggelia Maniadi, Manolis Tsiknakis, Kostas Marias

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.

Ioannis Karatzanis, Athanasios Iliopoulos, Manolis Tsiknakis, Vangelis Sakkalis, Kostas Marias

Proceedings of the 6th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2014

Facial Signs and Psycho-physical Status Estimation for Well-being Assessment.

Franco Chiarugi, Galateia Iatraki, Eirini Christinaki, Dimitris Manousos, Giorgos A. Giannakakis, Matthew Pediaditis, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis

Proceedings of the HEALTHINF 2014, 2014

2013

Towards Intelligent Personal Health Record Systems: Review, Criteria and Extensions.

Irini Genitsaridi, Haridimos Kondylakis, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis

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

Employing in-vivo molecular imaging in simulating and validating tumor growth.

Eleftheria Tzamali, Rosy Favicchio, Alexandros Roniotis, Giorgios Tzedakis, Giorgos Grekas, Jorge Ripoll, Kostas Marias, Giannis Zacharakis, Vangelis Sakkalis

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.

Georgios S. Stamatakos, Eleni A. Kolokotroni, Dimitra D. Dionysiou, Christian Veith, Yoo-Jin Kim, Astrid Franz, Kostas Marias, Jörg Sabczynski, Rainer Bohle, Norbert M. Graf

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.

Marios Spanakis, Efrosini Papadaki, Dimitris Kafetzopoulos, Apostolos Karantanas, Thomas G. Maris, Vangelis Sakkalis, Konstantinos Marias

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.

Evaggelia Maniadi, Haridimos Kondylakis, Emmanouil Spanakis, Marios Spanakis, Manolis Tsiknakis, Kostas Marias, Feng Dong

Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012

In-Depth Analysis and Evaluation of Diffusive Glioma Models.

Alexandros Roniotis, Vangelis Sakkalis, Ioannis Karatzanis, Michalis E. Zervakis, Kostas Marias

IEEE Trans. Inf. Technol. Biomed., 2012

High-Grade Glioma Diffusive Modeling Using Statistical Tissue Information and Diffusion Tensors Extracted from Atlases.

Alexandros Roniotis, Georgios C. Manikis, Vangelis Sakkalis, Michalis E. Zervakis, Ioannis Karatzanis, Kostas Marias

IEEE Trans. Inf. Technol. Biomed., 2012

Bridging Social Media Technologies and Scientific Research: A Twitter-Enabled Platform for VPH Modeling.

Vangelis Sakkalis, Stelios Sfakianakis, Kostas Marias

Proceedings of the Wireless Mobile Communication and Healthcare, 2012

Hybrid model for tumor spheroids with intratumoral oxygen supply heterogeneity.

Giorgios Tzedakis, Eleftheria Tzamali, Vangelis Sakkalis, Alexandros Roniotis, Kostas Marias

Proceedings of the 2012 5th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2012

Scientific workflows to support in silico modeling in cancer research.

Stelios Sfakianakis, Vangelis Sakkalis, Kostas Marias

Proceedings of the 2012 5th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2012

Solving the PIHNA model while accounting for radiotherapy.

Alexandros Roniotis, Vangelis Sakkalis, Eleftheria Tzamali, Georgios Tzedakis, Michalis E. Zervakis, Kostas Marias

Proceedings of the 2012 5th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2012

Clinical evaluation of DoctorEye platform in nephroblastoma.

Ruslan David, Norbert M. Graf, Ioannis Karatzanis, Holger Stenzhorn, Georgios C. Manikis, Vangelis Sakkalis, Georgios S. Stamatakos, Konstantinos Marias

Proceedings of the 2012 5th International Advanced Research Workshop on In Silico Oncology and Cancer Investigation, 2012

An architecture for integrating cancer model repositories.

Stelios Sfakianakis, Vangelis Sakkalis, Kostas Marias, Georgios S. Stamatakos, Steve McKeever, Thomas S. Deisboeck, Norbert M. Graf

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.

Vangelis Sakkalis, Georgios C. Manikis, Nikolaos Papanikolaou, Ioannis Karatzanis, Kostas Marias

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.

Jonathan Zepp, Norbert M. Graf, Holger Stenzhorn, Wolfgang Reith, Ioannis Karatzanis, Georgios C. Manikis, Vangelis Sakkalis, Konstantinos Marias, Georgios S. Stamatakos

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.

Eleftheria Tzamali, Vangelis Sakkalis, Konstantinos Marias

Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

A technical infrastructure to support personalized medicine.

Manolis Tsiknakis, Stelios Sfakianakis, Kostas Marias, Norbert M. Graf

Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

IEmS: A collaborative environment for patient empowerment.

Haridimos Kondylakis, Lefteris Koumakis, Eirini Genitsaridi, Manolis Tsiknakis, Kostas Marias, Gabriella Pravettoni, Alessandra Gorini, Ketti Mazzocco

Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2010

Modelling the Growth of a Malignant Brain Tumour.

Alexandros Roniotis, Konstantinos Marias, Vangelis Sakkalis

ERCIM News, 2010

Spatially adaptive active contours: a semi-automatic tumor segmentation framework.

Cristina Farmaki, Konstantinos Marias, Vangelis Sakkalis, Norbert M. Graf

Int. J. Comput. Assist. Radiol. Surg., 2010

2009

Translating Cancer Research into Clinical Practice: A Framework for Analyzing and Modeling Cancer from Imaging Data.

Vangelis Sakkalis, Konstantinos Marias, Alexandros Roniotis, Emmanouil Skounakis

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

2008

Maximum likelihood reconstruction for fluorescence Optical Projection Tomography.

Alex Darrell, Heiko Meyer, Udo Birk, Kostas Marias, Michael Brady, Jorge Ripoll

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007

A multi-agent platform for content-based image retrieval.

Socrates Dimitriadis, Kostas Marias, Stelios C. Orphanoudakis

Multim. Tools Appl., 2007

Validating 4D Models of Human Pathophysiology.

Kostas Marias, Thanasis Margaritis, Ioannis G. Tollis

ERCIM News, 2007

Statistical Shape Analysis via Principal Factor Analysis.

Mauricio Reyes, Marius George Linguraru, Kostas Marias, Nicholas Ayache, Lutz-Peter Nolte, Miguel Ángel González Ballester

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.

Kostas Marias, Dimitra D. Dionysiou, Georgios S. Stamatakos, Fotini Zacharopoulou, Eleni Ch. Georgiadi, Thanasis Margaritis, Thomas G. Maris, Ioannis G. Tollis

Proceedings of the Digital Human Modeling, 2007

Simulating Cancer Radiotherapy on a Multi-level Basis: Biology, Oncology and Image Processing.

Dimitra D. Dionysiou, Georgios S. Stamatakos, Kostas Marias

Proceedings of the Digital Human Modeling, 2007

Microarray Image Denoising Using a Two-Stage Multiresolution Technique.

Hara Stefanou, Thanasis Margaritis, Dimitris Kafetzopoulos, Konstantinos Marias, Panagiotis Tsakalides

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

2006

A biologically inspired algorithm for microcalcification cluster detection.

Marius George Linguraru, Kostas Marias, Ruth E. English, Michael Brady

Medical Image Anal., 2006

Evaluation of Effects of HRT on Breast Density.

Styliani Petroudi, Kostas Marias, Michael Brady

Proceedings of the Digital Mammography, 2006

Building a European Biomedical Grid on Cancer: The ACGT Integrated Project.

Manolis Tsiknakis, Dimitris Kafetzopoulos, George Potamias, Anastasia Analyti, Kostas Marias, A. Manganas

Proceedings of the Challenges and Opportunities of HealthGrids, 2006

Improved Microarray Spot Segmentation by Combining two Information Channels.

Thanasis Margaritis, Kostas Marias, Dimitris Kafetzopoulos

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Accounting for Point Source Propagation Properties in 3D Fluorescence OPT.

Alex Darrell, Kostas Marias, A. Garofalakis, Heiko Meyer, Michael Brady, J. Ripoll

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.

Kostas Marias, Jorge Ripoll, Heiko Meyer, Vasilis Ntziachristos, Stelios C. Orphanoudakis

IEEE Trans. Medical Imaging, 2005

A registration framework for the comparison of mammogram sequences.

Kostas Marias, Christian P. Behrenbruch, Santilal Parbhoo, Alexander M. Seifalian, Michael Brady

IEEE Trans. Medical Imaging, 2005

A Two-Level CBIR Platform with Application to Brain MRI Retrieval.

John Moustakas, Kostas Marias, Socrates Dimitriadis, Stelios C. Orphanoudakis

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.

Kostas Marias, Stelios C. Orphanoudakis, Jorge Ripoll, Vasilis Ntziachristos

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.

Manolis I. A. Lourakis, Antonis A. Argyros, Kostas Marias

Proceedings of the 17th International Conference on Pattern Recognition, 2004

2003

Fusion of contrast-enhanced breast MR and mammographic imaging data.

Christian P. Behrenbruch, Kostas Marias, Paul A. Armitage, Margaret Yam, Niall Moore, Ruth E. English, Jane Clarke, Michael Brady

Medical Image Anal., 2003

2000

MRI-Mammography 2D/3D Data Fusion for Breast Pathology Assessment.

Christian P. Behrenbruch, Kostas Marias, Paul A. Armitage, Margaret Yam, Niall Moore, Ruth E. English, Michael Brady

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000