Kostas Marias

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 96

Top Venues

EMBC

BIBE

BHI

Biomed. Signal Process. Control.

Publications

Dimitrios I. Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Charalampos Kalantzopoulos, Kostas Marias, Manolis Tsiknakis, George K. Matsopoulos, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
ResQu-Net: Effective prostate's peripheral zone segmentation leveraging the representational power of attention-based mechanisms. Biomed. Signal Process. Control. 93 (2024)
Dimitrios I. Zaridis, Eugenia Mylona, Nikos Tsiknakis, Nikolaos S. Tachos, George K. Matsopoulos, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis
ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions. Patterns 5 (7) (2024)
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
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 173 (2024)
Lidia Garrucho, Claire-Anne Reidel, Kaisar Kushibar, Smriti Joshi, Richard Osuala, Apostolia Tsirikoglou, Maciej Bobowicz, Javier del Riego, Alessandro Catanese, Katarzyna Gwozdziewicz, Maria-Laura Cosaka, Pasant M. Abo-Elhoda, Sara W. Tantawy, Shorouq S. Sakrana, Norhan O. Shawky-Abdelfatah, Amr Muhammad Abdo-Salem, Androniki Kozana, Eugen Divjak, Gordana Ivanac, Katerina Nikiforaki, Michail E. Klontzas, Rosa García-Dosdá, Meltem Gulsun-Akpinar, Oguz Lafci, Ritse Mann, Carlos Martín-Isla, Fred W. Prior, Kostas Marias, Martijn P. A. Starmans, Fredrik Strand, Oliver Díaz, Laura Igual, Karim Lekadir
MAMA-MIA: A Large-Scale Multi-Center Breast Cancer DCE-MRI Benchmark Dataset with Expert Segmentations. CoRR (2024)
Katerina Nikiforaki, Ioannis Karatzanis, Aikaterini Dovrou, Maciej Bobowicz, Katarzyna Gwozdziewicz, Oliver Díaz, Manolis Tsiknakis, Dimitrios I. Fotiadis, Karim Lekadir, Kostas Marias
Image Quality Assessment Tool for Conventional and Dynamic Magnetic Resonance Imaging Acquisitions. J. Imaging 10 (5) (2024)
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
Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data. Comput. Biol. Medicine 171 (2024)
Eleftherios Trivizakis, Vassilios Aidonis, Vasileios C. Pezoulas, Yorgos Goletsis, Nikolaos Oikonomou, Ioannis Stefanis, Leoni Chondromatidou, Dimitrios I. Fotiadis, Manolis Tsiknakis, Kostas Marias
LoockMe: An Ever Evolving Artificial Intelligence Platform for Location Scouting in Greece. EANN (2023)
Nikos Tsiknakis, Evangelos Tzoras, Ioannis Zerdes, Georgios C. Manikis, Balazs Acs, Johan Hartman, Thomas Hatschek, Theodoros Foukakis, Kostas Marias
Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis. EMBC (2023)
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
. BHI (2023)
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
. BIBM (2023)
Dimitrios I. Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Charalampos Kalantzopoulos, Kostas Marias, Manolis Tsiknakis, Dimitrios D. Koutsouris, George K. Matsopoulos, Dimitrios I. Fotiadis
Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation. BIBE (2023)
Georgia S. Karanasiou, Lefteris Koumakis, Stelios Sfakianakis, Georgios C. Manikis, Gregory Kalliatakis, A. Antoniades, L. Lakkas, D. Mauri, C. Cipolla, Ketti Mazzocco, A. Papakonstantinou, G. Filippatos, A. Constantinidou, B. Seruga, C. Conti, Anca I. D. Bucur, E. Pacella, Kostas Marias, Manolis Tsiknakis, Dimitris I. Fotiadis
CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity. EMBC (2023)
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
OCT sequence registration before and after percutaneous coronary intervention (stent implantation). Biomed. Signal Process. Control. 79 (Part) (2023)
Eugenia Mylona, Dimitrios G. Zaridis, Nikolaos S. Tachos, Manolis Tsiknakis, Kostas Marias, Dimitrios I. Fotiadis
Diagnosis of Clinical Significant Prostate Cancer on Biparametric Mri Using Zone-Specific Radiomic Features. ISBI (2023)
Dimitrios Boucharas, Christos Androutsos, Nikolaos S. Tachos, Evanthia E. Tripoliti, Dimitrios Manousos, Vasileios Skaramagkas, Emmanouil Ktistakis, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis
AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition. BHI (2022)
Elisavet Stamoulou, Constantinos Spanakis, Georgios C. Manikis, Georgia S. Karanasiou, Grigoris Grigoriadis, Theodoros Foukakis, Manolis Tsiknakis, Dimitrios I. Fotiadis, Kostas Marias
Harmonization Strategies in Multicenter MRI-Based Radiomics. J. Imaging 8 (11) (2022)
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
Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study. EMBC (2022)
Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias
Automatic stress analysis from facial videos based on deep facial action units recognition. Pattern Anal. Appl. 25 (3) (2022)
Dimitrios Theodoropoulos, Georgios C. Manikis, Kostas Marias, Giorgos Papadourakis
Semantic Segmentation of Diabetic Retinopathy Lesions, Using a UNET with Pretrained Encoder. EANN (2022)
Haridimos Kondylakis, Stelios Sfakianakis, Varvara Kalokyri, Nikolaos S. Tachos, Dimitrios I. Fotiadis, Kostas Marias, Manolis Tsiknakis
Data Ingestion for AI in Prostate Cancer. MIE (2022)
Anastasia Pentari, George Tzagkarakis, Panagiotis Tsakalides, Panagiotis G. Simos, George Bertsias, Eleftherios Kavroulakis, Kostas Marias, Nicholas J. Simos, Efrosini Papadaki
Changes in resting-state functional connectivity in neuropsychiatric lupus: A dynamic approach based on recurrence quantification analysis. Biomed. Signal Process. Control. 72 (Part) (2022)
Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias
Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition. Pattern Anal. Appl. 25 (2) (2022)
Georgios S. Ioannidis, Katerina Nikiforaki, Georgios Kalaitzakis, Themistoklis Boursianis, Grigorios Antonopoulos, Thomas G. Maris, Kostas Marias
T2* relaxometry tool for calibration and quantification of iron concentration based on multi echo MRI data. IST (2022)
Dimitris Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Kostas Marias, Manolis Tsiknakis, Dimitios I. Fotiadis
Fine-tuned feature selection to improve prostate segmentation via a fully connected meta-learner architecture. BHI (2022)
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
Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis. BHI (2022)
Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides
Graph denoising of impulsive EEG signals and the effect of their graph representation. Biomed. Signal Process. Control. 78 (2022)
Nikos Tsiknakis, Dimitris Theodoropoulos, Georgios C. Manikis, Emmanouil Ktistakis, Ourania Boutsora, Alexa Berto, Fabio Scarpa, Alberto Scarpa, Dimitrios I. Fotiadis, Kostas Marias
Deep learning for diabetic retinopathy detection and classification based on fundus images: A review. Comput. Biol. Medicine 135 (2021)
Maria Chatzimina, Helen Papadaki, Charalampos Pontikoglou, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis
Designing a conversational agent for patients with hematologic malignancies: Usability and Usefulness Study. BHI (2021)
Dimitrios G. Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis
A Deep Learning-based cropping technique to improve segmentation of prostate's peripheral zone. BIBE (2021)
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
. EMBC (2021)
Kostas Marias
The Constantly Evolving Role of Medical Image Processing in Oncology: From Traditional Medical Image Processing to Imaging Biomarkers and Radiomics. J. Imaging 7 (8) (2021)
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
Fostering Palliative Care Through Digital Intervention: A Platform for Adult Patients With Hematologic Malignancies. Frontiers Digit. Health 3 (2021)
Haridimos Kondylakis, Dimitrios G. Katehakis, Angelina Kouroubali, Kostas Marias, Giorgos Flouris, Theodoros Patkos, Irini Fundulaki, Dimitris Plexousakis
CareKeeper: A Platform for Intelligent Care Coordination. BIBE (2021)
Dimitrios G. Zaridis, Eugenia Mylona, Kostas Marias, Nikolaos Papanikolaou, Nikolaos S. Tachos, Dimitrios I. Fotiadis
A new smart-cropping pipeline for prostate segmentation using deep learning networks. CoRR (2021)
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
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 131 (2021)
Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides
A Study on the Effect of Distinct Adjacency Matrices for Graph Signal Denoising. BIBE (2020)
Giorgos Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias
Automatic stress detection evaluating models of facial action units. FG (2020)
Haridimos Kondylakis, Efthymios Alekos, Kostas Marias, Manolis Tsiknakis, Nikolaos Papadakis
Developing the BOUNCE Psychological Ontology. ISWC (Demos/Industry) (2020)
Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides
Graph-based Denoising of EEG Signals in Impulsive Environments. EUSIPCO (2020)
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
Patient empowerment for cancer patients through a novel ICT infrastructure. J. Biomed. Informatics 101 (2020)
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
Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation. Mach. Vis. Appl. 31 (4) (2020)
Constantinos Spanakis, Emmanouil Mathioudakis, Nikos Kampanis, Manolis Tsiknakis, Kostas Marias
Machine-learning regression in evolutionary algorithms and image registration. IET Image Process. 13 (5) (2019)
Haridimos Kondylakis, Lefteris Koumakis, Dimitrios G. Katehakis, Angelina Kouroubali, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Evangelos Karademas
Developing a Data Infrastructure for Enabling Breast Cancer Women to BOUNCE Back. CBMS (2019)
Giorgos A. Giannakakis, Eleftherios Trivizakis, Manolis Tsiknakis, Kostas Marias
A novel multi-kernel 1D convolutional neural network for stress recognition from ECG. ACII Workshops (2019)
Eleftherios Trivizakis, Georgios C. Manikis, Katerina Nikiforaki, Konstantinos Drevelegas, Manos Constantinides, Antonios Drevelegas, Kostas Marias
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 23 (3) (2019)
Giorgos A. Giannakakis, Kostas Marias, Manolis Tsiknakis
A stress recognition system using HRV parameters and machine learning techniques. ACII Workshops (2019)
Eleftherios Kontopodis, Maria Venianaki, Georgios C. Manikis, Katerina Nikiforaki, Ovidio Salvetti, Efrosini Papadaki, Georgios Z. Papadakis, Apostolos Karantanas, Kostas Marias
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 23 (5) (2019)
Georgios S. Ioannidis, Thomas G. Maris, Katerina Nikiforaki, Apostolos Karantanas, Kostas Marias
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 23 (5) (2019)
Maria Chatzimina, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis
Employing Conversational Agents in Palliative Care: A Feasibility Study and Preliminary Assessment. BIBE (2019)
Georgios C. Manikis, Kostas Marias, E. Alissandrakis, L. Perrotto, E. Savvidaki, Nikolaos Vidakis
Pollen Grain Classification using Geometrical and Textural Features. IST (2019)
Anastasia Pampouchidou, Panagiotis G. Simos, Kostas Marias, Fabrice Mériaudeau, Fan Yang, Matthew Pediaditis, Manolis Tsiknakis
Automatic Assessment of Depression Based on Visual Cues: A Systematic Review. IEEE Trans. Affect. Comput. 10 (4) (2019)
Constantinos Spanakis, Emmanuel Mathioudakis, Nikos Kampanis, Manolis Tsiknakis, Kostas Marias
Renyi divergence and non-deterministic subsampling in Rigid Image Registration. IST (2019)
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
Computational Modeling of Psychological Resilience Trajectories During Breast Cancer Treatment. BIBE (2019)
Georgios C. Manikis, Maria Venianaki, Iraklis Skepasianos, Georgios Z. Papadakis, Thomas G. Maris, Sofia Agelaki, Apostolos Karantanas, Kostas Marias
Scale-Space DCE-MRI Radiomics Analysis Based on Gabor Filters for Predicting Breast Cancer Therapy Response. BIBE (2019)
Anastasia Pentari, Grigorios Tsagkatakis, Kostas Marias, Georgios C. Manikis, Nikolaos Kartalis, Nikolaos Papanikolaou, Panagiotis Tsakalides
Sparse Representations on DW-MRI: A Study on Pancreas. BIBE (2019)
Maria Venianaki, Ovidio Salvetti, Eelco de Bree, Thomas G. Maris, Apostolos Karantanas, Eleftherios Kontopodis, Katerina Nikiforaki, Kostas Marias
Correction to: Pattern recognition and pharmacokinetic methods on DCE-MRI data for tumor hypoxia mapping in sarcoma. Multim. Tools Appl. 77 (8) (2018)
Maria Venianaki, Ovidio Salvetti, Eelco de Bree, Thomas G. Maris, Apostolos Karantanas, Eleftherios Kontopodis, Katerina Nikiforaki, Kostas Marias
Pattern recognition and pharmacokinetic methods on DCE-MRI data for tumor hypoxia mapping in sarcoma. Multim. Tools Appl. 77 (8) (2018)
Constantinos Spanakis, Emmanuel Mathioudakis, Nikos Kampanis, Manolis Tsiknakis, Kostas Marias
Elitism in intensity-based image registration. IST (2018)
Dimitra Bourou, Anastasia Pampouchidou, Manolis Tsiknakis, Kostas Marias, Panagiotis G. Simos
Video-based Pain Level Assessment: Feature Selection and Inter-Subject Variability Modeling. TSP (2018)
Maria Venianaki, Apostolos Karantanas, Eelco de Bree, Thomas G. Maris, Eleftherios Kontopodis, Katerina Nikiforaki, Ovidio Salvetti, Kostas Marias
Assessment of soft-tissue sarcomas perfusion using data-driven techniques. BHI (2018)
Eleftherios Kontopodis, Georgios C. Manikis, Iraklis Skepasianos, K. Tzagkarakis, Katerina Nikiforaki, Georgios Z. Papadakis, Thomas G. Maris, Efrosini Papadaki, Apostolos Karantanas, Kostas Marias
DCE-MRI radiomics features for predicting breast cancer neoadjuvant therapy response. IST (2018)
Anna Maridaki, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis
Machine Learning Techniques for Automatic Depression Assessment. TSP (2018)
Constantinos Spanakis, Emmanuel Mathioudakis, Manolis Tsiknakis, Nikos Kampanis, Kostas Marias
Function Approximation for Medical Image Registration. TSP (2018)
Eleftherios E. Kontopodis, Georgios C. Manikis, Katerina Nikiforaki, Maria Venianaki, Kostas Marias, Thomas G. Maris, Apostolos Karantanas, Efrosini Papadaki
Incremental diagnostic information obtained via novel Dynamic Contrast Enhanced MRI framework applied on Multiple Sclerosis patients: A preliminary study. BHI (2018)
Haridimos Kondylakis, Lefteris Koumakis, Manolis Tsiknakis, Kostas Marias
Implementing a data management infrastructure for big healthcare data. BHI (2018)
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
Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization. IEEE Trans. Multim. 19 (7) (2017)
Anastasia Pampouchidou, Matthew Pediaditis, Anna Maridaki, Muhammad Awais, Calliope-Marina Vazakopoulou, Stelios Sfakianakis, Manolis Tsiknakis, Panagiotis G. Simos, Kostas Marias, Fan Yang, Fabrice Mériaudeau
Quantitative comparison of motion history image variants for video-based depression assessment. EURASIP J. Image Video Process. 2017 (2017)
Haridimos Kondylakis, Lefteris Koumakis, Stephanie Hänold, Iheanyi Nwankwo, Nikolaus Forgó, Kostas Marias, Manolis Tsiknakis, Norbert M. Graf
Donor's support tool: Enabling informed secondary use of patient's biomaterial and personal data. Int. J. Medical Informatics 97 (2017)
Anastasia Pampouchidou, Olympia Simantiraki, Calliope-Marina Vazakopoulou, Charikleia Chatzaki, Matthew Pediaditis, Anna Maridaki, Kostas Marias, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau, Manolis Tsiknakis
Facial geometry and speech analysis for depression detection. EMBC (2017)
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
iManageCancer: Developing a Platform for Empowering Patients and Strengthening Self-Management in Cancer Diseases. CBMS (2017)
Giorgos A. Giannakakis, Matthew Pediaditis, Dimitris Manousos, Eleni Kazantzaki, Franco Chiarugi, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
Stress and anxiety detection using facial cues from videos. Biomed. Signal Process. Control. 31 (2017)
Lefteris Koumakis, Haridimos Kondylakis, Maria Chatzimina, Galateia Iatraki, Panagiotis Argyropaidas, Eleni Kazantzaki, Manolis Tsiknakis, Stephan Kiefer, Kostas Marias
Designing smart analytical data services for a personal health framework. pHealth (2016)
Kostas Marias, Katerina Nikiforaki, Georgios C. Manikis, Eleftherios Kontopodis, Nikolaos Papanikolaou
Visualizing tumor environment with perfusion and diffusion MRI: Computational challenges. CGI (Short Papers) (2016)
Eleni Kazantzaki, Haridimos Kondylakis, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis, Chiara Fioretti, Alessandra Gorini, Ketti Mazzocco, Chiara Renzi, Gabriella Pravettoni
Psycho-emotional tools for better treatment adherence and therapeutic outcomes for cancer patients. pHealth (2016)
Eleftherios Kontopodis, Ioannis Karatzanis, Vangelis Sakkalis, Francesca Buffa, Kostas Marias
A DCE-MRI analysis workflow. CGI (Short Papers) (2016)
Marios Spanakis, Emmanouil G. Spanakis, Haridimos Kondylakis, Stelios Sfakianakis, Irini Genitsaridi, Vangelis Sakkalis, Manolis Tsiknakis, Kostas Marias
Addressing drug-drug and drug-food interactions through personalized empowerment services for healthcare. EMBC (2016)
Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Fan Yang, Guillaume Lemaitre, Fabrice Mériaudeau
Video-based depression detection using local Curvelet binary patterns in pairwise orthogonal planes. EMBC (2016)
Maria Venianaki, Eleftherios Kontopodis, Katerina Nikiforaki, Eelco de Bree, Ovidio Salvetti, Kostas Marias
A model-free approach for imaging tumor hypoxia from DCE-MRI data. CGI (Short Papers) (2016)
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
The INTEGRATE project: Delivering solutions for efficient multi-centric clinical research and trials. J. Biomed. Informatics 62 (2016)
Georgios C. Manikis, Katerina Nikiforaki, Nikolaos Papanikolaou, Kostas Marias
Diffusion Modelling Tool (DMT) for the analysis of Diffusion Weighted Imaging (DWI) Magnetic Resonance Imaging (MRI) data. CGI (Short Papers) (2016)
Emmanouil G. Spanakis, Marios Spanakis, Apostolos Karantanas, Kostas Marias
Secure access to patient's health records using SpeechXRays a mutli-channel biometrics platform for user authentication. EMBC (2016)
Haridimos Kondylakis, Lefteris Koumakis, Manolis Tsiknakis, Kostas Marias, Stephan Kiefer
Big Data in Support of the Digital Cancer Patient. ERCIM News 2016 (104) (2016)
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
Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text. AVEC@ACM Multimedia (2016)
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
Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system. Comput. Vis. Image Underst. 148 (2016)
Anastasia Pampouchidou, Eleni Kazantzaki, Ioannis Karatzanis, Kostas Marias, Manolis Tsiknakis, Fabrice Mériaudeau, Fan Yang, Panagiotis G. Simos
Preliminary Evaluation of a Web-Oriented Assessment Tool for Emotion Recognition. pHealth (2016)
Lefteris Koumakis, Alexandros Kanterakis, Evgenia Kartsaki, Maria Chatzimina, Michalis E. Zervakis, Manolis Tsiknakis, Despoina Vassou, Dimitris Kafetzopoulos, Kostas Marias, Vassilis Moustakis, George Potamias
MinePath: Mining for Phenotype Differential Sub-paths in Molecular Pathways. PLoS Comput. Biol. 12 (11) (2016)
Irini Genitsaridi, Haridimos Kondylakis, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis
Evaluation of personal health record systems through the lenses of EC research projects. Comput. Biol. Medicine 59 (2015)
Pepi Sfakianaki, Lefteris Koumakis, Stelios Sfakianakis, Galateia Iatraki, George Zacharioudakis, Norbert M. Graf, Kostas Marias, Manolis Tsiknakis
Semantic biomedical resource discovery: a Natural Language Processing framework. BMC Medical Informatics Decis. Mak. 15 (2015)
Lefteris Koumakis, George Potamias, Kostas Marias, Manolis Tsiknakis
An algorithmic approach for the effect of transcription factor binding sites over functional gene regulatory networks. BIBE (2015)
Haridimos Kondylakis, Lefteris Koumakis, Eleni Kazantzaki, Maria Chatzimina, Maria Psaraki, Kostas Marias, Manolis Tsiknakis
Patient Empowerment through Personal Medical Recommendations. MedInfo (2015)
Irini Genitsaridi, Kostas Marias, Manolis Tsiknakis
An ontological approach towards psychological profiling of breast cancer patients in pervasive computing environments. PETRA (2015)
Ioannis Karatzanis, Kostas Marias, Vangelis Sakkalis
Dr Eye. J. Clin. Bioinform. 5 (S-1) (2015)
Matthew Pediaditis, Giorgos A. Giannakakis, Franco Chiarugi, Dimitris Manousos, Anastasia Pampouchidou, Eirini Christinaki, Galateia Iatraki, Eleni Kazantzaki, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
Extraction of facial features as indicators of stress and anxiety. EMBC (2015)
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
Bridging miRNAs and pathway analysis in clinical decision support: a case study in nephroblastoma. Netw. Model. Anal. Health Informatics Bioinform. 4 (1) (2015)
Haridimos Kondylakis, Emmanouil G. Spanakis, Stelios Sfakianakis, Vangelis Sakkalis, Manolis Tsiknakis, Kostas Marias, Xia Zhao, HongQing Yu, Feng Dong
Digital patient: Personalized and translational data management through the MyHealthAvatar EU project. EMBC (2015)
Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau
Designing a framework for assisting depression severity assessment from facial image analysis. ICSIPA (2015)
Emmanouil Spanakis, Silvina Santana, Boaz Ben-David, Kostas Marias, Chariklia Tziraki
Persuasive technology for healthy aging and wellbeing. MobiHealth (2014)
Ioannis Karatzanis, Athanasios Iliopoulos, Manolis Tsiknakis, Vangelis Sakkalis, Kostas Marias
A collaborative central reviewing platform for cancer detection in digital microscopy images. IARWISOI (2014)
Franco Chiarugi, Galateia Iatraki, Eirini Christinaki, Dimitris Manousos, Giorgos A. Giannakakis, Matthew Pediaditis, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis
Facial Signs and Psycho-physical Status Estimation for Well-being Assessment. HEALTHINF (2014)
Emmanouil Spanakis, Vangelis Sakkalis, Kostas Marias, Apostolos Traganitis
Cross Layer Interference Management in Wireless Biomedical Networks. Entropy 16 (4) (2014)

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