Kostas Marias - RankMe

162 papers A 2B 3C 15Misc 3Journal 59Unranked 80

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Review of Methods for Trustworthy AI in Medical Imaging: The FUTURE-AI Guidelines. IEEE J. Biomed. Health Informatics Haridimos Kondylakis, Richard Osuala, Xènia Puig-Bosch, Noussair Lazrak, Oliver Díaz, Kaisar Kushibar, Ioanna Chouvarda, Stefanie Charalambous, Martijn P. A. Starmans, Sara Colantonio, Nikolaos S. Tachos, Smriti Joshi, Henry C. Woodruff, Zohaib Salahuddin, Gianna Tsakou, Susanna Aussó, Leonor Cerdá Alberich, Nikolaos Papanikolaou, Philippe Lambin, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis, Luis Martí-Bonmatí, Karim Lekadir
2026	J	`jnl`	A critical review of explainable deep learning in lung cancer diagnosis. Artif. Intell. Rev. Emmanouil Koutoulakis, Eleftherios Trivizakis, Emmanouil Markodimitrakis, Sophia Agelaki, Manolis Tsiknakis, Kostas Marias
2026	J	`jnl`	Federated learning on magnetic resonance imaging: a critical review. Artif. Intell. Rev. Emmanouil Markodimitrakis, Eleftherios Trivizakis, Georgios S. Ioannidis, Emmanouil Koutoulakis, Manolis Tsiknakis, Nikolaos Papanikolaou, Michail E. Klontzas, Mohammad Yaqub, Kostas Marias
2026	J	`jnl`	Position Paper: Artificial Intelligence in Medical Image Analysis: Advances, Clinical Translation, and Emerging Frontiers. IEEE J. Biomed. Health Informatics Andreas S. Panayides, Hao Chen, Nenad D. Filipovic, Tijana Geroski, Junlin Hou, Karim Lekadir, Kostas Marias, George K. Matsopoulos, Giorgos Papanastasiou, Pinaki Sarder, Georgia D. Tourassi, Sotirios A. Tsaftaris, Huazhu Fu, Efthyvoulos C. Kyriacou, Christos P. Loizou, Michalis E. Zervakis, Joel H. Saltz, Farah E. Shamout, Ken C. L. Wong, Jianhua Yao, Amir A. Amini, Dimitrios I. Fotiadis, Constantinos S. Pattichis, Marios S. Pattichis
2025	J	`jnl`	Assessing Cancer Presence in Prostate MRI Using Multi-Encoder Cross-Attention Networks. J. Imaging Avtantil Dimitriadis, Grigorios Kalliatakis, Richard Osuala, Dimitri A. Kessler, Simone Mazzetti, Daniele Regge, Oliver Díaz, Karim Lekadir, Dimitrios A. Fotiadis, Manolis Tsiknakis, Nikolaos Papanikolaou, Kostas Marias, ProCAncer-I Consortium
2025	J	`jnl`	Explainable Radiomics-Based Model for Automatic Image Quality Assessment in Breast Cancer DCE MRI Data. J. Imaging Georgios S. Ioannidis, Katerina Nikiforaki, Aikaterini Dovrou, Vassilis Kilintzis, Grigorios Kalliatakis, Oliver Díaz, Karim Lekadir, Kostas Marias
2025	Misc	`conf`	Label-Free Machine Learning-Based Segmentation of Whole-Body Bone Marrow Imaging in Multiple Myeloma. SACI Emmanouil Koutoulakis, Eleftherios Trivizakis, Vassilis Koutoulidis, Lia A. Moulopoulos, Evangelos Terpos, Ioannis Ntanasis-Stathopoulos, Panagiotis Malandrakis, Panagiotis Grigoropoulos, Panagiotis Papadopoulos, Katerina Nikiforaki, Nikolaos Papanikolaou, Dimitrios I. Fotiadis, Kostas Marias
2025	—	`conf`	Large-Scale Radiomics Analysis for Prostate Cancer Detection Harnessing Machine and Deep Learning Models. ISBI Eugenia Mylona, Dimitrios I. Zaridis, Charalampos Kalantzopoulos, Vasileios C. Pezoulas, Nikolaos S. Tachos, George K. Matsopoulos, Daniele Regge, Nikolaos Papanikolaou, Manolis Tsiknakis, Kostas Marias, Dimitrios I. Fotiadis
2025	Misc	`conf`	Radiocytogenetics in Multiple Myeloma: Predicting Cytogenetic Aberrations from WBCT Imaging Features. SACI Eleftherios Trivizakis, Emmanouil Koutoulakis, Vassilis Koutoulidis, Lia A. Moulopoulos, Evangelos Terpos, Ioannis Ntanasis-Stathopoulos, Panagiotis Malandrakis, Panagiotis Grigoropoulos, Panagiotis Papadopoulos, Katerina Nikiforaki, Nikolaos Papanikolaou, Dimitrios I. Fotiadis, Kostas Marias
2025	J	`jnl`	Scalable Clinical Annotation with Location Evidence (SCALE). Comput. Biol. Medicine Joeran S. Bosma, Luc Builtjes, Anindo Saha, Jasper J. Twilt, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Nikolaos Papanikolaou, Ivo G. Schoots, Jeroen Veltman, Mattijs Elschot, Derya Yakar, Nancy A. Obuchowski, Mattias P. Heinrich, Alessa Hering, Maarten de Rooij, Henkjan Huisman
2025	J	`jnl`	Self-supervised learning leads to improved performance in biparametric prostate MRI classification. Comput. Biol. Medicine José Guilherme de Almeida, Ana Sofia Castro Verde, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Celso Matos, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Nikolaos Papanikolaou
2025	J	`jnl`	Synthetic Data Blueprint (SDB): A modular framework for the statistical, structural, and graph-based evaluation of synthetic tabular data. CoRR Vasileios C. Pezoulas, Nikolaos S. Tachos, Eleni I. Georga, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis
2025	Misc	`conf`	Texture Preserving Deep Learning-Based Noise Reduction for Anatomical Magnetic Resonance Images and its Impact on Imaging Features. SACI Eleftherios Trivizakis, Eugenia Mylona, Katerina Nikiforaki, Dimitrios I. Zaridis, Manolis Tsiknakis, Dimitrios I. Fotiadis, Nikolaos S. Tachos, Daniele Regge, Nikolaos Papanikolaou, Kostas Marias
2025	—	`conf`	Uplift Modeling for Treatment Effect Estimation in the Prostate Cancer Treatment Landscape. IbPRIA (2) Ana Rodrigues, Nuno Miguel Rodrigues, José Guilherme de Almeida, Ana Mascarenhas Gaivão, Carlos Bilreiro, Inês Santiago, Joana Ip, Sara Belião, Manolis Tsiknakis, Kostas Marias, Daniele Regge, Nikolaos Papanikolaou, Inês Domingues
2024	J	`jnl`	Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data. Comput. Biol. Medicine 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
2024	J	`jnl`	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 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
2024	—	`conf`	Ensuring Model Fairness via Stratified Training: TP53 Mutation Prediction with Estrogen Receptor Stratification in Breast Histopathology. EMBC Nikos Tsiknakis, Kang Wang, Dimitrios Salgkamis, Evangelos Tzoras, Georgios C. Manikis, Emmanouil G. Sifakis, Jonas Bergh, Ioannis Zerdes, Kostas Marias, Alexios Matikas, Theodoros Foukakis
2024	J	`jnl`	Image Quality Assessment Tool for Conventional and Dynamic Magnetic Resonance Imaging Acquisitions. J. Imaging Katerina Nikiforaki, Ioannis Karatzanis, Aikaterini Dovrou, Maciej Bobowicz, Katarzyna Gwozdziewicz, Oliver Díaz, Manolis Tsiknakis, Dimitrios I. Fotiadis, Karim Lekadir, Kostas Marias
2024	J	`jnl`	MAMA-MIA: A Large-Scale Multi-Center Breast Cancer DCE-MRI Benchmark Dataset with Expert Segmentations. CoRR 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
2024	J	`jnl`	ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions. Patterns Dimitrios I. Zaridis, Eugenia Mylona, Nikos Tsiknakis, Nikolaos S. Tachos, George K. Matsopoulos, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis
2024	—	`conf`	Radiomics Prediction of Pathologic Complete Response to Neoadjuvant Chemotherapy in Breast Cancer: Interpretation and Imaging Pitfalls. PervasiveHealth (1) Georgios S. Ioannidis, Smriti Joshi, Grigorios Kalliatakis, Katerina Nikiforaki, Vassilis Kilintzis, Haridimos Kondylakis, Oliver Díaz, Maciej Bobowicz, Karim Lekadir, Kostas Marias
2024	—	`conf`	Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer. ISBI Giulio Del Corso, Eva Pachetti, Rossana Buongiorno, Ana Carolina Rodrigues, Danila Germanese, Maria Antonietta Pascali, José G. de Almeida, Nuno Miguel Rodrigues, Manolis Tsiknakis, Nickolas Papanikolaou, Daniele Regge, Kostas Marias, ProCAncer-I Consortium, Sara Colantonio
2024	J	`jnl`	ResQu-Net: Effective prostate's peripheral zone segmentation leveraging the representational power of attention-based mechanisms. Biomed. Signal Process. Control. Dimitrios I. Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Charalampos Kalantzopoulos, Kostas Marias, Manolis Tsiknakis, George K. Matsopoulos, Dimitrios D. Koutsouris, Dimitrios I. Fotiadis
2024	—	`conf`	Spatial Attention-Enhanced Encoder-Decoder Network for Accurate Segmentation of the Prostate's Transition Zone. EMBC Dimitrios I. Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Charalampos Kalantzopoulos, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis
2024	—	`conf`	The Causal Effect of Personality Traits on the Mental Health in Breast Cancer Patients Under the Occurrence of Negative Life Events. PervasiveHealth (1) Aristeidis Petrakis, 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
2024	J	`jnl`	Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images. IEEE J. Biomed. Health Informatics Nikos Tsiknakis, Georgios C. Manikis, Evangelos Tzoras, Dimitrios Salgkamis, Joan Martinez Vidal, Kang Wang, Dimitris Zaridis, Emmanouil G. Sifakis, Ioannis Zerdes, Jonas Bergh, Johan Hartman, Balazs Acs, Kostas Marias, Theodoros Foukakis
2023	—	`conf`	CARDIOCARE platform: A beyond the state of the art approach for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity BIBM 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
2023	—	`conf`	CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity. EMBC Georgia S. Karanasiou, Lefteris Koumakis, Stelios Sfakianakis, Georgios C. Manikis, Gregory Kalliatakis, Athos Antoniades, Lampros Lakkas, Davide Mauri, C. Cipolla, Ketti Mazzocco, Andri Papakonstantinou, Gerasimos Filippatos, Anastasia Constantinidou, Bostjan Seruga, Constanza Conti, Anca I. D. Bucur, Elsa Pacella, Kostas Marias, Manolis Tsiknakis, Dimitris I. Fotiadis
2023	—	`conf`	Diagnosis of Clinical Significant Prostate Cancer on Biparametric Mri Using Zone-Specific Radiomic Features. ISBI Eugenia Mylona, Dimitrios G. Zaridis, Nikolaos S. Tachos, Manolis Tsiknakis, Kostas Marias, Dimitrios I. Fotiadis
2023	C	`conf`	LoockMe: An Ever Evolving Artificial Intelligence Platform for Location Scouting in Greece. EANN Eleftherios Trivizakis, Vassilios Aidonis, Vasileios C. Pezoulas, Yorgos Goletsis, Nikolaos Oikonomou, Ioannis Stefanis, Leoni Chondromatidou, Dimitrios I. Fotiadis, Manolis Tsiknakis, Kostas Marias
2023	—	`conf`	Multi-Channel 3D Deep Learning Architectures for Evaluation of Prostate Lesion Detection. CAI Dimitrios I. Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis
2023	—	`conf`	Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis. EMBC Nikos Tsiknakis, Evangelos Tzoras, Ioannis Zerdes, Georgios C. Manikis, Balazs Acs, Johan Hartman, Thomas Hatschek, Theodoros Foukakis, Kostas Marias
2023	J	`jnl`	OCT sequence registration before and after percutaneous coronary intervention (stent implantation). Biomed. Signal Process. Control. 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
2023	—	`conf`	Predicting Quality of Life for Breast Cancer Patients BHI 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
2023	C	`conf`	Transi-Net: An Explainable Deep Learning Model Ensemble For Prostate's Transition Zone Segmentation. BIBE Dimitrios I. Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Charalampos Kalantzopoulos, Kostas Marias, Manolis Tsiknakis, Dimitrios D. Koutsouris, George K. Matsopoulos, Dimitrios I. Fotiadis
2022	—	`conf`	AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition. BHI Dimitrios G. Boucharas, Christos Androutsos, Nikolaos S. Tachos, Evanthia E. Tripoliti, Dimitrios Manousos, Vasileios Skaramagkas, Emmanouil Ktistakis, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis
2022	J	`jnl`	Automatic stress analysis from facial videos based on deep facial action units recognition. Pattern Anal. Appl. Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias
2022	J	`jnl`	Changes in resting-state functional connectivity in neuropsychiatric lupus: A dynamic approach based on recurrence quantification analysis. Biomed. Signal Process. Control. Anastasia Pentari, George Tzagkarakis, Panagiotis Tsakalides, Panagiotis G. Simos, George Bertsias, Eleftherios Kavroulakis, Kostas Marias, Nicholas John Simos, Efrosini Papadaki
2022	J	`jnl`	Correction to: Automatic stress analysis from facial videos based on deep facial action units recognition. Pattern Anal. Appl. Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias
2022	—	`conf`	Data Ingestion for AI in Prostate Cancer. MIE Haridimos Kondylakis, Stelios Sfakianakis, Varvara Kalokyri, Nikolaos S. Tachos, Dimitrios I. Fotiadis, Kostas Marias, Manolis Tsiknakis
2022	—	`conf`	Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis. BHI 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
2022	—	`conf`	Fine-tuned feature selection to improve prostate segmentation via a fully connected meta-learner architecture. BHI Dimitris Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Kostas Marias, Manolis Tsiknakis, Dimitios I. Fotiadis
2022	J	`jnl`	Graph denoising of impulsive EEG signals and the effect of their graph representation. Biomed. Signal Process. Control. Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides
2022	J	`jnl`	Harmonization Strategies in Multicenter MRI-Based Radiomics. J. Imaging Elisavet Stamoulou, Constantinos Spanakis, Georgios C. Manikis, Georgia S. Karanasiou, Grigoris Grigoriadis, Theodoros Foukakis, Manolis Tsiknakis, Dimitrios I. Fotiadis, Kostas Marias
2022	C	`conf`	Semantic Segmentation of Diabetic Retinopathy Lesions, Using a UNET with Pretrained Encoder. EANN Dimitrios Theodoropoulos, Georgios C. Manikis, Kostas Marias, Giorgos Papadourakis
2022	—	`conf`	T2* relaxometry tool for calibration and quantification of iron concentration based on multi echo MRI data. IST Georgios S. Ioannidis, Katerina Nikiforaki, Georgios Kalaitzakis, Themistoklis Boursianis, Grigorios Antonopoulos, Thomas G. Maris, Kostas Marias
2022	—	`conf`	Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study. EMBC 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
2021	C	`conf`	A Deep Learning-based cropping technique to improve segmentation of prostate's peripheral zone. BIBE Dimitrios G. Zaridis, Eugenia Mylona, Nikolaos S. Tachos, Kostas Marias, Manolis Tsiknakis, Dimitrios I. Fotiadis
2021	J	`jnl`	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 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
2021	J	`jnl`	A new smart-cropping pipeline for prostate segmentation using deep learning networks. CoRR Dimitrios G. Zaridis, Eugenia Mylona, Kostas Marias, Nikolaos Papanikolaou, Nikolaos S. Tachos, Dimitrios I. Fotiadis
2021	C	`conf`	CareKeeper: A Platform for Intelligent Care Coordination. BIBE Haridimos Kondylakis, Dimitrios G. Katehakis, Angelina Kouroubali, Kostas Marias, Giorgos Flouris, Theodoros Patkos, Irini Fundulaki, Dimitris Plexousakis
2021	J	`jnl`	Deep learning for diabetic retinopathy detection and classification based on fundus images: A review. Comput. Biol. Medicine Nikos Tsiknakis, Dimitris Theodoropoulos, Georgios C. Manikis, Emmanouil Ktistakis, Ourania Boutsora, Alexa Berto, Fabio Scarpa, Alberto Scarpa, Dimitrios I. Fotiadis, Kostas Marias
2021	—	`conf`	Designing a conversational agent for patients with hematologic malignancies: Usability and Usefulness Study. BHI Maria Chatzimina, Helen Papadaki, Charalampos Pontikoglou, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis
2021	J	`jnl`	Fostering Palliative Care Through Digital Intervention: A Platform for Adult Patients With Hematologic Malignancies. Frontiers Digit. Health 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
2021	—	`conf`	Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests EMBC 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
2021	J	`jnl`	The Constantly Evolving Role of Medical Image Processing in Oncology: From Traditional Medical Image Processing to Imaging Biomarkers and Radiomics. J. Imaging Kostas Marias
2020	C	`conf`	A Study on the Effect of Distinct Adjacency Matrices for Graph Signal Denoising. BIBE Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides
2020	J	`jnl`	Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation. Mach. Vis. Appl. 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
2020	B	`conf`	Automatic stress detection evaluating models of facial action units. FG Giorgos A. Giannakakis, Mohammad Rami Koujan, Anastasios Roussos, Kostas Marias
2020	—	`conf`	Developing the BOUNCE Psychological Ontology. ISWC (Demos/Industry) Haridimos Kondylakis, Efthymios Alekos, Kostas Marias, Manolis Tsiknakis, Nikolaos Papadakis
2020	—	`conf`	Graph-based Denoising of EEG Signals in Impulsive Environments. EUSIPCO Anastasia Pentari, George Tzagkarakis, Kostas Marias, Panagiotis Tsakalides
2020	J	`jnl`	Patient empowerment for cancer patients through a novel ICT infrastructure. J. Biomed. Informatics 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
2019	—	`conf`	A novel multi-kernel 1D convolutional neural network for stress recognition from ECG. ACII Workshops Giorgos A. Giannakakis, Eleftherios Trivizakis, Manolis Tsiknakis, Kostas Marias
2019	—	`conf`	A stress recognition system using HRV parameters and machine learning techniques. ACII Workshops Giorgos A. Giannakakis, Kostas Marias, Manolis Tsiknakis
2019	J	`jnl`	Automatic Assessment of Depression Based on Visual Cues: A Systematic Review. IEEE Trans. Affect. Comput. Anastasia Pampouchidou, Panagiotis G. Simos, Kostas Marias, Fabrice Mériaudeau, Fan Yang, Matthew Pediaditis, Manolis Tsiknakis
2019	C	`conf`	Computational Modeling of Psychological Resilience Trajectories During Breast Cancer Treatment. BIBE 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
2019	B	`conf`	Developing a Data Infrastructure for Enabling Breast Cancer Women to BOUNCE Back. CBMS Haridimos Kondylakis, Lefteris Koumakis, Dimitrios G. Katehakis, Angelina Kouroubali, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Evangelos Karademas
2019	C	`conf`	Employing Conversational Agents in Palliative Care: A Feasibility Study and Preliminary Assessment. BIBE Maria Chatzimina, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis
2019	J	`jnl`	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 Eleftherios Trivizakis, Georgios C. Manikis, Katerina Nikiforaki, Konstantinos Drevelegas, Manos Constantinides, Antonios Drevelegas, Kostas Marias
2019	J	`jnl`	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 Georgios S. Ioannidis, Thomas G. Maris, Katerina Nikiforaki, Apostolos Karantanas, Kostas Marias
2019	J	`jnl`	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 Eleftherios Kontopodis, Maria Venianaki, Georgios C. Manikis, Katerina Nikiforaki, Ovidio Salvetti, Efrosini Papadaki, Georgios Z. Papadakis, Apostolos Karantanas, Kostas Marias
2019	J	`jnl`	Machine-learning regression in evolutionary algorithms and image registration. IET Image Process. Constantinos Spanakis, Emmanouil Mathioudakis, Nikos Kampanis, Manolis Tsiknakis, Kostas Marias
2019	—	`conf`	Pollen Grain Classification using Geometrical and Textural Features. IST Georgios C. Manikis, Kostas Marias, E. Alissandrakis, L. Perrotto, E. Savvidaki, Nikolaos Vidakis
2019	—	`conf`	Renyi divergence and non-deterministic subsampling in Rigid Image Registration. IST Constantinos Spanakis, Emmanuel Mathioudakis, Nikos Kampanis, Manolis Tsiknakis, Kostas Marias
2019	C	`conf`	Scale-Space DCE-MRI Radiomics Analysis Based on Gabor Filters for Predicting Breast Cancer Therapy Response. BIBE Georgios C. Manikis, Maria Venianaki, Iraklis Skepasianos, Georgios Z. Papadakis, Thomas G. Maris, Sofia Agelaki, Apostolos Karantanas, Kostas Marias
2019	C	`conf`	Sparse Representations on DW-MRI: A Study on Pancreas. BIBE Anastasia Pentari, Grigorios Tsagkatakis, Kostas Marias, Georgios C. Manikis, Nikolaos Kartalis, Nikolaos Papanikolaou, Panagiotis Tsakalides
2018	—	`conf`	Assessment of soft-tissue sarcomas perfusion using data-driven techniques. BHI Maria Venianaki, Apostolos Karantanas, Eelco de Bree, Thomas G. Maris, Eleftherios Kontopodis, Katerina Nikiforaki, Ovidio Salvetti, Kostas Marias
2018	J	`jnl`	Correction to: Pattern recognition and pharmacokinetic methods on DCE-MRI data for tumor hypoxia mapping in sarcoma. Multim. Tools Appl. Maria Venianaki, Ovidio Salvetti, Eelco de Bree, Thomas G. Maris, Apostolos Karantanas, Eleftherios Kontopodis, Katerina Nikiforaki, Kostas Marias
2018	—	`conf`	DCE-MRI radiomics features for predicting breast cancer neoadjuvant therapy response. IST Eleftherios Kontopodis, Georgios C. Manikis, Iraklis Skepasianos, K. Tzagkarakis, Katerina Nikiforaki, Georgios Z. Papadakis, Thomas G. Maris, Efrosini Papadaki, Apostolos Karantanas, Kostas Marias
2018	—	`conf`	Elitism in intensity-based image registration. IST Constantinos Spanakis, Emmanuel Mathioudakis, Nikos Kampanis, Manolis Tsiknakis, Kostas Marias
2018	—	`conf`	Function Approximation for Medical Image Registration. TSP Constantinos Spanakis, Emmanuel Mathioudakis, Manolis Tsiknakis, Nikos Kampanis, Kostas Marias
2018	—	`conf`	Implementing a data management infrastructure for big healthcare data. BHI Haridimos Kondylakis, Lefteris Koumakis, Manolis Tsiknakis, Kostas Marias
2018	—	`conf`	Incremental diagnostic information obtained via novel Dynamic Contrast Enhanced MRI framework applied on Multiple Sclerosis patients: A preliminary study. BHI Eleftherios E. Kontopodis, Georgios C. Manikis, Katerina Nikiforaki, Maria Venianaki, Kostas Marias, Thomas G. Maris, Apostolos Karantanas, Efrosini Papadaki
2018	—	`conf`	Machine Learning Techniques for Automatic Depression Assessment. TSP Anna Maridaki, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis
2018	J	`jnl`	Pattern recognition and pharmacokinetic methods on DCE-MRI data for tumor hypoxia mapping in sarcoma. Multim. Tools Appl. Maria Venianaki, Ovidio Salvetti, Eelco de Bree, Thomas G. Maris, Apostolos Karantanas, Eleftherios Kontopodis, Katerina Nikiforaki, Kostas Marias
2018	—	`conf`	Video-based Pain Level Assessment: Feature Selection and Inter-Subject Variability Modeling. TSP Dimitra Bourou, Anastasia Pampouchidou, Manolis Tsiknakis, Kostas Marias, Panagiotis G. Simos
2017	J	`jnl`	Donor's support tool: Enabling informed secondary use of patient's biomaterial and personal data. Int. J. Medical Informatics Haridimos Kondylakis, Lefteris Koumakis, Stephanie Hänold, Iheanyi Nwankwo, Nikolaus Forgó, Kostas Marias, Manolis Tsiknakis, Norbert M. Graf
2017	—	`conf`	Facial geometry and speech analysis for depression detection. EMBC Anastasia Pampouchidou, Olympia Simantiraki, Calliope-Marina Vazakopoulou, Charikleia Chatzaki, Matthew Pediaditis, Anna Maridaki, Kostas Marias, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau, Manolis Tsiknakis
2017	J	`jnl`	Mirror Mirror on the Wall... An Unobtrusive Intelligent Multisensory Mirror for Well-Being Status Self-Assessment and Visualization. IEEE Trans. Multim. 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
2017	J	`jnl`	Quantitative comparison of motion history image variants for video-based depression assessment. EURASIP J. Image Video Process. Anastasia Pampouchidou, Matthew Pediaditis, Anna Maridaki, Muhammad Awais, Calliope-Marina Vazakopoulou, Stelios Sfakianakis, Manolis Tsiknakis, Panagiotis G. Simos, Kostas Marias, Fan Yang, Fabrice Mériaudeau
2017	J	`jnl`	Stress and anxiety detection using facial cues from videos. Biomed. Signal Process. Control. Giorgos A. Giannakakis, Matthew Pediaditis, Dimitris Manousos, Eleni Kazantzaki, Franco Chiarugi, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
2017	B	`conf`	iManageCancer: Developing a Platform for Empowering Patients and Strengthening Self-Management in Cancer Diseases. CBMS 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
2016	—	`conf`	A DCE-MRI analysis workflow. CGI (Short Papers) Eleftherios Kontopodis, Ioannis Karatzanis, Vangelis Sakkalis, Francesca Buffa, Kostas Marias
2016	—	`conf`	A model-free approach for imaging tumor hypoxia from DCE-MRI data. CGI (Short Papers) Maria Venianaki, Eleftherios Kontopodis, Katerina Nikiforaki, Eelco de Bree, Ovidio Salvetti, Kostas Marias
2016	—	`conf`	Addressing drug-drug and drug-food interactions through personalized empowerment services for healthcare. EMBC Marios Spanakis, Emmanouil G. Spanakis, Haridimos Kondylakis, Stelios Sfakianakis, Irini Genitsaridi, Vangelis Sakkalis, Manolis Tsiknakis, Kostas Marias
2016	J	`jnl`	Big Data in Support of the Digital Cancer Patient. ERCIM News Haridimos Kondylakis, Lefteris Koumakis, Manolis Tsiknakis, Kostas Marias, Stephan Kiefer
2016	—	`conf`	Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text. AVEC@ACM Multimedia 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
2016	—	`conf`	Designing smart analytical data services for a personal health framework. pHealth Lefteris Koumakis, Haridimos Kondylakis, Maria Chatzimina, Galateia Iatraki, Panagiotis Argyropaidas, Eleni Kazantzaki, Manolis Tsiknakis, Stephan Kiefer, Kostas Marias
2016	—	`conf`	Diffusion Modelling Tool (DMT) for the analysis of Diffusion Weighted Imaging (DWI) Magnetic Resonance Imaging (MRI) data. CGI (Short Papers) Georgios C. Manikis, Katerina Nikiforaki, Nikolaos Papanikolaou, Kostas Marias
2016	J	`jnl`	MinePath: Mining for Phenotype Differential Sub-paths in Molecular Pathways. PLoS Comput. Biol. Lefteris Koumakis, Alexandros Kanterakis, Evgenia Kartsaki, Maria Chatzimina, Michalis E. Zervakis, Manolis Tsiknakis, Despoina Vassou, Dimitris Kafetzopoulos, Kostas Marias, Vassilis Moustakis, George Potamias
2016	—	`conf`	Preliminary Evaluation of a Web-Oriented Assessment Tool for Emotion Recognition. pHealth Anastasia Pampouchidou, Eleni Kazantzaki, Ioannis Karatzanis, Kostas Marias, Manolis Tsiknakis, Fabrice Mériaudeau, Fan Yang, Panagiotis G. Simos
2016	—	`conf`	Psycho-emotional tools for better treatment adherence and therapeutic outcomes for cancer patients. pHealth Eleni Kazantzaki, Haridimos Kondylakis, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis, Chiara Fioretti, Alessandra Gorini, Ketti Mazzocco, Chiara Renzi, Gabriella Pravettoni
2016	—	`conf`	Secure access to patient's health records using SpeechXRays a mutli-channel biometrics platform for user authentication. EMBC Emmanouil G. Spanakis, Marios Spanakis, Apostolos Karantanas, Kostas Marias
2016	J	`jnl`	The INTEGRATE project: Delivering solutions for efficient multi-centric clinical research and trials. J. Biomed. Informatics 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
2016	—	`conf`	Video-based depression detection using local Curvelet binary patterns in pairwise orthogonal planes. EMBC Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Fan Yang, Guillaume Lemaitre, Fabrice Mériaudeau
2016	—	`conf`	Visualizing tumor environment with perfusion and diffusion MRI: Computational challenges. CGI (Short Papers) Kostas Marias, Katerina Nikiforaki, Georgios C. Manikis, Eleftherios Kontopodis, Nikolaos Papanikolaou
2016	J	`jnl`	Wize Mirror - a smart, multisensory cardio-metabolic risk monitoring system. Comput. Vis. Image Underst. 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
2015	C	`conf`	An algorithmic approach for the effect of transcription factor binding sites over functional gene regulatory networks. BIBE Lefteris Koumakis, George Potamias, Kostas Marias, Manolis Tsiknakis
2015	—	`conf`	An ontological approach towards psychological profiling of breast cancer patients in pervasive computing environments. PETRA Irini Genitsaridi, Kostas Marias, Manolis Tsiknakis
2015	J	`jnl`	Bridging miRNAs and pathway analysis in clinical decision support: a case study in nephroblastoma. Netw. Model. Anal. Health Informatics Bioinform. 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
2015	—	`conf`	Designing a framework for assisting depression severity assessment from facial image analysis. ICSIPA Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau
2015	—	`conf`	Digital patient: Personalized and translational data management through the MyHealthAvatar EU project. EMBC Haridimos Kondylakis, Emmanouil G. Spanakis, Stelios Sfakianakis, Vangelis Sakkalis, Manolis Tsiknakis, Kostas Marias, Xia Zhao, Hongqing Yu, Feng Dong
2015	J	`jnl`	Dr Eye. J. Clin. Bioinform. Ioannis Karatzanis, Kostas Marias, Vangelis Sakkalis
2015	J	`jnl`	Evaluation of personal health record systems through the lenses of EC research projects. Comput. Biol. Medicine Irini Genitsaridi, Haridimos Kondylakis, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis
2015	—	`conf`	Extraction of facial features as indicators of stress and anxiety. EMBC Matthew Pediaditis, Giorgos A. Giannakakis, Franco Chiarugi, Dimitris Manousos, Anastasia Pampouchidou, Eirini Christinaki, Galateia Iatraki, Eleni Kazantzaki, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
2015	—	`conf`	Patient Empowerment through Personal Medical Recommendations. MedInfo Haridimos Kondylakis, Lefteris Koumakis, Eleni Kazantzaki, Maria Chatzimina, Maria Psaraki, Kostas Marias, Manolis Tsiknakis
2015	J	`jnl`	Semantic biomedical resource discovery: a Natural Language Processing framework. BMC Medical Informatics Decis. Mak. Pepi Sfakianaki, Lefteris Koumakis, Stelios Sfakianakis, Galateia Iatraki, George Zacharioudakis, Norbert M. Graf, Kostas Marias, Manolis Tsiknakis
2014	—	`conf`	A collaborative central reviewing platform for cancer detection in digital microscopy images. IARWISOI Ioannis Karatzanis, Athanasios Iliopoulos, Manolis Tsiknakis, Vangelis Sakkalis, Kostas Marias
2014	—	`conf`	Comparison of blind source separation algorithms for optical heart rate monitoring. MobiHealth Eirini Christinaki, Giorgos A. Giannakakis, Franco Chiarugi, Matthew Pediaditis, Galateia Iatraki, Dimitris Manousos, Kostas Marias, Manolis Tsiknakis
2014	—	`conf`	Computational horizons in cancer (CHIC): Developing meta- and hyper-multiscale models and repositories for in Silico Oncology - A brief technical outline of the project. IARWISOI 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
2014	—	`conf`	Contactless detection of facial signs related to stress: A preliminary study. MobiHealth Dimitris Manousos, Galateia Iatraki, Eirini Christinaki, Matthew Pediaditis, Franco Chiarugi, Manolis Tsiknakis, Kostas Marias
2014	J	`jnl`	Cross Layer Interference Management in Wireless Biomedical Networks. Entropy Emmanouil Spanakis, Vangelis Sakkalis, Kostas Marias, Apostolos Traganitis
2014	—	`conf`	Facial Signs and Psycho-physical Status Estimation for Well-being Assessment. HEALTHINF Franco Chiarugi, Galateia Iatraki, Eirini Christinaki, Dimitris Manousos, Giorgos A. Giannakakis, Matthew Pediaditis, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis
2014	—	`conf`	Multi-Modal Medical Data Analysis Platform (3MDAP) for analysis and predictive modelling of cancer trial data. IARWISOI Georgios C. Manikis, Evaggelia Maniadi, Manolis Tsiknakis, Kostas Marias
2014	—	`conf`	MyHealthAvatar: Personalized and empowerment health services through Internet of Things technologies. MobiHealth Emmanouil Spanakis, Dimitris Kafetzopoulos, Po Yang, Kostas Marias, Zhikun Deng, Manolis Tsiknakis, Vangelis Sakkalis, Feng Dong
2014	—	`conf`	PMIR: A Personal Medical Information Recommender. MIE Haridimos Kondylakis, Lefteris Koumakis, Stefan Rüping, Eleni Kazantzaki, Kostas Marias, Manolis Tsiknakis
2014	—	`conf`	Persuasive technology for healthy aging and wellbeing. MobiHealth Emmanouil Spanakis, Silvina Santana, Boaz Ben-David, Kostas Marias, Chariklia Tziraki
2014	J	`jnl`	The Technologically Integrated Oncosimulator: Combining Multiscale Cancer Modeling With Information Technology in the In Silico Oncology Context. IEEE J. Biomed. Health Informatics 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
2014	—	`conf`	The importance of grid size and boundary conditions in discrete tumor growth modeling. IARWISOI Giorgios Tzedakis, Giorgos Grekas, Eleftheria Tzamali, Kostas Marias, Vangelis Sakkalis
2014	J	`jnl`	Web-Based Workflow Planning Platform Supporting the Design and Execution of Complex Multiscale Cancer Models. IEEE J. Biomed. Health Informatics 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
2013	C	`conf`	Designing a digital patient avatar in the context of the MyHealthAvatar project initiative. BIBE Evaggelia Maniadi, Haridimos Kondylakis, Emmanouil Spanakis, Marios Spanakis, Manolis Tsiknakis, Kostas Marias, Feng Dong
2013	—	`conf`	Employing in-vivo molecular imaging in simulating and validating tumor growth. EMBC Eleftheria Tzamali, Rosy Favicchio, Alexandros Roniotis, Giorgios Tzedakis, Giorgos Grekas, Jorge Ripoll, Kostas Marias, Giannis Zacharakis, Vangelis Sakkalis
2013	—	`conf`	In silico oncology: Exploiting clinical studies to clinically adapt and validate multiscale oncosimulators. EMBC 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
2013	—	`conf`	Towards Intelligent Personal Health Record Systems: Review, Criteria and Extensions. EUSPN/ICTH Irini Genitsaridi, Haridimos Kondylakis, Lefteris Koumakis, Kostas Marias, Manolis Tsiknakis
2012	—	`conf`	A software prototype for the assessment of tumor treatment response using diffusion and perfusion MR imaging. EMBC Vangelis Sakkalis, Georgios C. Manikis, Nikolaos Papanikolaou, Ioannis Karatzanis, Kostas Marias
2012	C	`conf`	A technical infrastructure to support personalized medicine. BIBE Manolis Tsiknakis, Stelios Sfakianakis, Kostas Marias, Norbert M. Graf
2012	—	`conf`	An architecture for integrating cancer model repositories. EMBC Stelios Sfakianakis, Vangelis Sakkalis, Kostas Marias, Georgios S. Stamatakos, Steve McKeever, Thomas S. Deisboeck, Norbert M. Graf
2012	—	`conf`	Bridging Social Media Technologies and Scientific Research: A Twitter-Enabled Platform for VPH Modeling. MobiHealth Vangelis Sakkalis, Stelios Sfakianakis, Kostas Marias
2012	J	`jnl`	High-Grade Glioma Diffusive Modeling Using Statistical Tissue Information and Diffusion Tensors Extracted from Atlases. IEEE Trans. Inf. Technol. Biomed. Alexandros Roniotis, Georgios C. Manikis, Vangelis Sakkalis, Michalis E. Zervakis, Ioannis Karatzanis, Kostas Marias
2012	—	`conf`	Hybrid model for tumor spheroids with intratumoral oxygen supply heterogeneity. IARWISOI Giorgios Tzedakis, Eleftheria Tzamali, Vangelis Sakkalis, Alexandros Roniotis, Kostas Marias
2012	C	`conf`	IEmS: A collaborative environment for patient empowerment. BIBE Haridimos Kondylakis, Lefteris Koumakis, Eirini Genitsaridi, Manolis Tsiknakis, Kostas Marias, Gabriella Pravettoni, Alessandra Gorini, Ketti Mazzocco
2012	J	`jnl`	In-Depth Analysis and Evaluation of Diffusive Glioma Models. IEEE Trans. Inf. Technol. Biomed. Alexandros Roniotis, Vangelis Sakkalis, Ioannis Karatzanis, Michalis E. Zervakis, Kostas Marias
2012	—	`conf`	Scientific workflows to support in silico modeling in cancer research. IARWISOI Stelios Sfakianakis, Vangelis Sakkalis, Kostas Marias
2012	—	`conf`	Solving the PIHNA model while accounting for radiotherapy. IARWISOI Alexandros Roniotis, Vangelis Sakkalis, Eleftheria Tzamali, Georgios Tzedakis, Michalis E. Zervakis, Kostas Marias
2008	C	`conf`	Maximum likelihood reconstruction for fluorescence Optical Projection Tomography. BIBE Alex Darrell, Heiko Meyer, Udo Birk, Kostas Marias, Michael Brady, Jorge Ripoll
2007	J	`jnl`	A multi-agent platform for content-based image retrieval. Multim. Tools Appl. Socrates Dimitriadis, Kostas Marias, Stelios C. Orphanoudakis
2007	—	`conf`	Multi-level Analysis and Information Extraction Considerations for Validating 4D Models of Human Function. HCI (12) Kostas Marias, Dimitra D. Dionysiou, Georgios S. Stamatakos, Fotini Zacharopoulou, Eleni Ch. Georgiadi, Thanasis Margaritis, Thomas G. Maris, Ioannis G. Tollis
2007	—	`conf`	Simulating Cancer Radiotherapy on a Multi-level Basis: Biology, Oncology and Image Processing. HCI (12) Dimitra D. Dionysiou, Georgios S. Stamatakos, Kostas Marias
2007	—	`conf`	Statistical Shape Analysis via Principal Factor Analysis. ISBI Mauricio Reyes, Marius George Linguraru, Kostas Marias, Nicholas Ayache, Lutz-Peter Nolte, Miguel Ángel González Ballester
2007	J	`jnl`	Validating 4D Models of Human Pathophysiology. ERCIM News Kostas Marias, Thanasis Margaritis, Ioannis G. Tollis
2006	J	`jnl`	A biologically inspired algorithm for microcalcification cluster detection. Medical Image Anal. Marius George Linguraru, Kostas Marias, Ruth E. English, Michael Brady
2006	—	`conf`	Accounting for Point Source Propagation Properties in 3D Fluorescence OPT. EMBC (Supplement) Alex Darrell, Kostas Marias, A. Garofalakis, Heiko Meyer, Michael Brady, J. Ripoll
2006	—	`conf`	Building a European Biomedical Grid on Cancer: The ACGT Integrated Project. HealthGrid Manolis Tsiknakis, Dimitris Kafetzopoulos, George Potamias, Anastasia Analyti, Kostas Marias, A. Manganas
2006	—	`conf`	Evaluation of Effects of HRT on Breast Density. Digital Mammography / IWDM Styliani Petroudi, Kostas Marias, Michael Brady
2006	—	`conf`	Improved Microarray Spot Segmentation by Combining two Information Channels. EMBC Thanasis Margaritis, Kostas Marias, Dimitris Kafetzopoulos
2005	A	`conf`	A Two-Level CBIR Platform with Application to Brain MRI Retrieval. ICME John Moustakas, Kostas Marias, Socrates Dimitriadis, Stelios C. Orphanoudakis
2005	J	`jnl`	A registration framework for the comparison of mammogram sequences. IEEE Trans. Medical Imaging Kostas Marias, Christian P. Behrenbruch, Santilal Parbhoo, Alexander M. Seifalian, Michael Brady
2005	J	`jnl`	Image analysis for assessing molecular activity changes in time-dependent geometries. IEEE Trans. Medical Imaging Kostas Marias, Jorge Ripoll, Heiko Meyer, Vasilis Ntziachristos, Stelios C. Orphanoudakis
2004	—	`conf`	A Graph-Based Approach to Corner Matching Using Mutual Information as a Local Similarity Measure. ICPR (2) Manolis I. A. Lourakis, Antonis A. Argyros, Kostas Marias
2004	—	`conf`	Non-Rigid Image Transformation for Assessing Changes in Fluorescence Imaging Data of Molecular Activity in Time-Dependent Geometries. ISBI Kostas Marias, Stelios C. Orphanoudakis, Jorge Ripoll, Vasilis Ntziachristos
2003	J	`jnl`	Fusion of contrast-enhanced breast MR and mammographic imaging data. Medical Image Anal. Christian P. Behrenbruch, Kostas Marias, Paul A. Armitage, Margaret Yam, Niall Moore, Ruth E. English, Jane Clarke, Michael Brady
2000	A	`conf`	MRI-Mammography 2D/3D Data Fusion for Breast Pathology Assessment. MICCAI Christian P. Behrenbruch, Kostas Marias, Paul A. Armitage, Margaret Yam, Niall Moore, Ruth E. English, Michael Brady