Intelligent image management in a distributed PACS and telemedicine environment. - Manolis Tsiknakis; Dimitrios G. Katehakis; Stelios C. Orphanoudakis (IEEE Commun. Mag., 1996)

An Integrated Architecture for the Provision of Health Telematic Services Based on Digital Library Technologies. - Manolis Tsiknakis; Catherine E. Chronaki; Sarantos Kapidakis; Christos Nikolaou; Stelios C. Orphanoudakis (Int. J. Digit. Libr., 1997)

WebOnCOLL: medical collaboration in regional healthcare networks. - Catherine E. Chronaki; Dimitrios G. Katehakis; Xenophon Zabulis; Manolis Tsiknakis; Stelios C. Orphanoudakis (IEEE Trans. Inf. Technol. Biomed., 1997)

Seamless Integration of Healthcare Processes related to Image Management and Communication in Primary Healthcare Centers. - Stavros Kostomanolakis; G. Kavlentakis; Vangelis Sakkalis; Catherine E. Chronaki; Manolis Tsiknakis; Stelios C. Orphanoudakis (EuroPACS, 2000)

Information Society Technologies in Healthcare. - Dimitrios G. Katehakis; Manolis Tsiknakis; Stelios C. Orphanoudakis (SOFSEM, 2000)

Teleradiology services within the context of an integrated regional network. - Manolis Tsiknakis; Catherine E. Chronaki; Stavros Kostomanolakis; Stelios C. Orphanoudakis (CARS, 2001)

An Open, Component-based Information Infrastructure to Support Integrated Regional Healthcare Networks. - Dimitrios G. Katehakis; Stavros Kostomanolakis; Manolis Tsiknakis; Stelios C. Orphanoudakis (MedInfo, 2001)

An open, component-based information infrastructure for integrated health information networks. - Manolis Tsiknakis; Dimitrios G. Katehakis; Stelios C. Orphanoudakis (Int. J. Medical Informatics, 2002)

The Integrated Electronic Health Record: Accessibility, Usability and Security Issues. - Stelios C. Orphanoudakis; Manolis Tsiknakis; Dimitris N. Anthoulakis; Constantine Stephanidis (HCI (4), 2003)

Supporting Population Centered Medical Decision Making: Design Recommendations and Preliminary Assessment. - George Potamias; Lefteris Koumakis; Giorgos Charissis; Vassilis Moustakis; Manolis Tsiknakis; Stelios C. Orphanoudakis (HCI (4), 2003)

An open eHealth platform for health management using adaptable service profiles. - Catherine E. Chronaki; P. Lelis; Franco Chiarugi; D. Trypakis; K. Moumouris; Nikos Stavrakis; Georgios Kavlentakis; N. Stathiakis; Manolis Tsiknakis; Stelios C. Orphanoudakis (CARS, 2004)

A health information infrastructure enabling secure access to the life-long multimedia electronic health record. - Manolis Tsiknakis; Dimitrios G. Katehakis; Stelios C. Orphanoudakis (CARS, 2004)

Building a European Biomedical Grid on Cancer: The ACGT Integrated Project. - Manolis Tsiknakis; Dimitris Kafetzopoulos; George Potamias; Anastasia Analyti; Kostas Marias; A. Manganas (HealthGrid, 2006)

Data Access and Management in ACGT: Tools to Solve Syntactic and Semantic Heterogeneities Between Clinical and Image Databases. - Luis Martín; Erwin Bonsma; Alberto Anguita; Jeroen Vrijnsen; Miguel García-Remesal; José Crespo; Manolis Tsiknakis; Victor Maojo (ER Workshops, 2007)

Extending Workflow Management for Knowledge Discovery in Clinico-Genomic Data. - Stefan Rüping 001; Stelios Sfakianakis; Manolis Tsiknakis (HealthGrid, 2007)

Knowledge Discovery Scientific Workflows in Clinico-Genomics. - George Potamias; Lefteris Koumakis; Alexandros Kanterakis; Stelios Sfakianakis; Anastasia Analyti; Vassilis Moustakis; Dimitris Kafetzopoulos; Stefan Rüping 001; Manolis Tsiknakis (ICTAI (1), 2007)

Mining Interesting Clinico-Genomic Associations: The HealthObs Approach. - George Potamias; Lefteris Koumakis; Alexandros Kanterakis; Vassilis Moustakis; Dimitris Kafetzopoulos; Manolis Tsiknakis (AIAI, 2007)

Open Grid Services for Improving Medical Knowledge Discovery. - Manolis Tsiknakis (ERCIM News, 2007)

Delivering a Lifelong Integrated Electronic Health Record Based on a Service Oriented Architecture. - Dimitrios G. Katehakis; Stelios Sfakianakis; G. Kavlentakis; Dimitris N. Anthoulakis; Manolis Tsiknakis (IEEE Trans. Inf. Technol. Biomed., 2007)

A new gene expression signature related to breast cancer estrogen receptor status. - Eleni G. Christodoulou; Marina Ioannou; Maria Kafousi; Elias Sanidas; George Papagiannakis; Vasiliki Danilatou; Georgia Tsiliki; Thanasis Margaritis; Haridimos Kondylakis; Dimitris Manakanatas; Lefteris Koumakis; Alexandros Kanterakis; et al. (BIBE, 2008)

Proteomic based identification of cancer biomarkers: The LOCCANDIA integrated platform. - Manos Kalaitzakis; Vangelis Kritsotakis; Pierre Grangeat; Caroline Paulus; Laurent Gerfault; Manuel Perez; Carmen Reina; George Potamias; Manolis Tsiknakis; Dimitris Kafetzopoulos; Pierre-Alain Binz (BIBE, 2008)

"The European cancer informatics landscape: Challenges for the biomedical informatics community". - Manolis Tsiknakis (BIBE, 2008)

Performance validation of microarray analysis methods. - Michalis E. Zervakis; Michalis E. Blazadonakis; A. Banti; Dimitris Kafetzopoulos; Vasiliki Danilatou; Manolis Tsiknakis (BIBE, 2008)

Ontology Based Integration of Distributed and Heterogeneous Data Sources in ACGT. - Luis Martín; Alberto Anguita; Victor Maojo; Erwin Bonsma; Anca I. D. Bucur; Jeroen Vrijnsen; Mathias Brochhausen; Cristian Cocos; Holger Stenzhorn; Manolis Tsiknakis; Martin Doerr; Haridimos Kondylakis (HEALTHINF (1), 2008)

A Semantic Grid Services Architecture in Support of Efficient Knowledge Discovery from Multilevel Clinical and Genomic Datasets. - Manolis Tsiknakis; Stelios Sfakianakis; Stefan Rüping 001; Oswaldo Trelles; Thierry Siestang; Brecht Claerhout; Vassilis Virvilis (HEALTHINF (1), 2008)

The ACGT Master Ontology on Cancer - A New Terminology Source for Oncological Practice. - Mathias Brochhausen; Gabriele Weiler; Cristian Cocos; Holger Stenzhorn; Norbert M. Graf; Martin Doerr; Manolis Tsiknakis (CBMS, 2008)

An Integrated Clinico-Proteomics Information Management and Analysis Platform. - Manos Kalaitzakis; Vangelis Kritsotakis; Haridimos Kondylakis; George Potamias; Manolis Tsiknakis; Dimitris Kafetzopoulos (CBMS, 2008)

An Ontology Based Method to Solve Query Identifier Heterogeneity in Post-Genomic Clinical Trials. - Alberto Anguita; Luis Martín; José Crespo; Manolis Tsiknakis (MIE, 2008)

Applications of the ACGT Master Ontology on Cancer. - Mathias Brochhausen; Gabriele Weiler; Luis Martín; Cristian Cocos; Holger Stenzhorn; Norbert M. Graf; Martin Doerr; Manolis Tsiknakis; Barry Smith 001 (OTM Workshops, 2008)

A Semantic Grid Infrastructure Enabling Integrated Access and Analysis of Multilevel Biomedical Data in Support of Postgenomic Clinical Trials on Cancer. - Manolis Tsiknakis; Mathias Brochhausen; Jarek Nabrzyski; Juliusz Pukacki; Stelios Sfakianakis; George Potamias; Christine Desmedt; Dimitris Kafetzopoulos (IEEE Trans. Inf. Technol. Biomed., 2008)

Web-Based Authoring and Secure Enactment of Bioinformatics Workflows. - Stelios Sfakianakis; Lefteris Koumakis; George Zacharioudakis; Manolis Tsiknakis (GPC Workshops, 2009)

A Semantic Infrastructure for the Integration of Bioinformatics Services. - George Zacharioudakis; Lefteris Koumakis; Stelios Sfakianakis; Manolis Tsiknakis (ISDA, 2009)

Outcome prediction based on microarray analysis: a critical perspective on methods. - Michalis E. Zervakis; Michalis E. Blazadonakis; Georgia Tsiliki; Vasiliki Danilatou; Manolis Tsiknakis; Dimitris Kafetzopoulos (BMC Bioinform., 2009)

Organizational factors affecting successful adoption of innovative eHealth services: A case study employing the FITT framework. - Manolis Tsiknakis; Angelina Kouroubali (Int. J. Medical Informatics, 2009)

Evaluating Ontologies with NLP-Based Terminologies - A Case Study on ACGT and Its Master Ontology. - Gintare Grigonyte; Mathias Brochhausen; Luis Martín; Manolis Tsiknakis; Johann Haller (FOIS, 2010)

Scientific discovery workflows in bioinformatics: A scenario for the coupling of molecular regulatory pathways and gene-expression profiles. - Alexandros Kanterakis; Giorgos otamias; Giorgos Zacharioudakis; Lefteris Koumakis; Stelios Sfakianakis; Manolis Tsiknakis (MedInfo, 2010)

The ObTiMA System - Ontology-based Managing of Clinical Trials. - Holger Stenzhorn; Gabriele Weiler; Mathias Brochhausen; Fatima Schera; Vangelis Kritsotakis; Manolis Tsiknakis; Stephan Kiefer; Norbert M. Graf (MedInfo, 2010)

ACGT: Advancing Clinico-genomic trials on cancer - Four years of experience. - Luis Martín; Alberto Anguita; Norbert M. Graf; Manolis Tsiknakis; Mathias Brochhausen; Stefan Rüping 001; Anca I. D. Bucur; Stelios Sfakianakis; Thierry Sengstag; Francesca Buffa; Holger Stenzhorn (MIE, 2011)

The ACGT Master Ontology and its applications - Towards an ontology-driven cancer research and management system. - Mathias Brochhausen; Andrew D. Spear; Cristian Cocos; Gabriele Weiler; Luis Martín; Alberto Anguita; Holger Stenzhorn; Evangelia Daskalaki; Fatima Schera; Ulf Schwarz; Stelios Sfakianakis; Stephan Kiefer; et al. (J. Biomed. Informatics, 2011)

The ACGT project in retrospect: Lessons learned and future outlook. - Anca I. D. Bucur; Stefan Rüping 001; Thierry Sengstag; Stelios Sfakianakis; Manolis Tsiknakis; Dennis Wegener (ICCS, 2011)

Multi-platform Data Integration in Microarray Analysis. - Georgia Tsiliki; Michalis E. Zervakis; Marina Ioannou; Elias Sanidas; Efstathios Stathopoulos; George Potamias; Manolis Tsiknakis; Dimitris Kafetzopoulos (IEEE Trans. Inf. Technol. Biomed., 2011)

IEmS: A collaborative environment for patient empowerment. - Haridimos Kondylakis; Lefteris Koumakis; Eirini Genitsaridi; Manolis Tsiknakis; Kostas Marias; Gabriella Pravettoni; Alessandra Gorini; Ketti Mazzocco (BIBE, 2012)

A technical infrastructure to support personalized medicine. - Manolis Tsiknakis; Stelios Sfakianakis; Kostas Marias; Norbert M. Graf (BIBE, 2012)

Retaining and Exploring Online Remains on YouTube. - Demosthenes Akoumianakis; Ioannis Kafousis; Nikolas Karadimitriou; Manolis Tsiknakis (EIDWT, 2012)

Vision-based absence seizure detection. - Matthew Pediaditis; Manolis Tsiknakis; Lefteris Koumakis; Marianna Karachaliou; Spyridon Voutoufianakis; Pelagia Vorgia (EMBC, 2012)

Exploiting advanced video analysis technologies for a smart home monitoring platform for epileptic patients: Technological and legal preconditions. - Matthew Pediaditis; Manolis Tsiknakis; Vangelis Kritsotakis; Spyridon Voutoufianakis; Magdalena Góralczyk; Pelagia Vorgia (TEMU, 2012)

Vision-based motion detection, analysis and recognition of epileptic seizures - A systematic review. - Matthew Pediaditis; Manolis Tsiknakis; Norbert Leitgeb (Comput. Methods Programs Biomed., 2012)

Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties. - Marios Antonakakis; Giorgos A. Giannakakis; Manolis Tsiknakis; Sifis Micheloyannis; Michalis E. Zervakis (BIBE, 2013)

A virtual individual's model based on facial expression analysis: A non-intrusive approach for wellbeing monitoring and self-management. - Franco Chiarugi; Eirini Christinaki; Sara Colantonio; Giuseppe Coppini; Paolo Marraccini; Matthew Pediaditis; Ovidio Salvetti; Manolis Tsiknakis (BIBE, 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 005 (BIBE, 2013)

The MobiFall dataset: An initial evaluation of fall detection algorithms using smartphones. - George Vavoulas; Matthew Pediaditis; Emmanouil Spanakis; Manolis Tsiknakis (BIBE, 2013)

An approach to absence epileptic seizures detection using Approximate Entropy. - Giorgos A. Giannakakis; Vangelis Sakkalis; Matthew Pediaditis; Christina Farmaki; Pelagia Vorgia; Manolis Tsiknakis (EMBC, 2013)

Absence seizure epilepsy detection using linear and nonlinear eeg analysis methods. - Vangelis Sakkalis; Giorgos A. Giannakakis; Christina Farmaki; Abdou Mousas; Matthew Pediaditis; Pelagia Vorgia; Manolis Tsiknakis (EMBC, 2013)

Towards Intelligent Personal Health Record Systems: Review, Criteria and Extensions. - Irini Genitsaridi; Haridimos Kondylakis; Lefteris Koumakis; Kostas Marias; Manolis Tsiknakis (EUSPN/ICTH, 2013)

miRNA Based Pathway Analysis Tool in Nephroblastoma as a Proof of Principle for other Cancer Domains. - Lefteris Koumakis; George Potamias; Stelios Sfakianakis; Vassilis Moustakis; Michalis E. Zervakis; Norbert M. Graf; Manolis Tsiknakis (BIBE, 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 (HEALTHINF, 2014)

Natural Language Processing for Biomedical Tools Discovery: A Feasibility Study and Preliminary Results. - Pepi Sfakianaki; Lefteris Koumakis; Stelios Sfakianakis; Manolis Tsiknakis (BIS, 2014)

A collaborative central reviewing platform for cancer detection in digital microscopy images. - Ioannis Karatzanis; Athanasios Iliopoulos; Manolis Tsiknakis; Vangelis Sakkalis; Kostas Marias (IARWISOI, 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 (IARWISOI, 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 005; Marco Viceconti; Kostas Marias; Vangelis Sakkalis; Nikolaus Forgó; Ravi Radhakrishnan; et al. (IARWISOI, 2014)

PMIR: A Personal Medical Information Recommender. - Haridimos Kondylakis; Lefteris Koumakis; Stefan Rüping 001; Eleni Kazantzaki; Kostas Marias; Manolis Tsiknakis (MIE, 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 (MobiHealth, 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 (MobiHealth, 2014)

MyHealthAvatar: Personalized and empowerment health services through Internet of Things technologies. - Emmanouil Spanakis; Dimitris Kafetzopoulos; Po Yang 001; Kostas Marias; Zhikun Deng; Manolis Tsiknakis; Vangelis Sakkalis; Feng Dong 005 (MobiHealth, 2014)

The MobiFall Dataset: Fall Detection and Classification with a Smartphone. - George Vavoulas; Matthew Pediaditis; Charikleia Chatzaki; Emmanouil Spanakis; Manolis Tsiknakis (Int. J. Monit. Surveillance Technol. Res., 2014)

Ontology-Driven Monitoring of Patient's Vital Signs Enabling Personalized Medical Detection and Alert. - Anna Hristoskova; Vangelis Sakkalis; Giorgos Zacharioudakis; Manolis Tsiknakis; Filip De Turck (Sensors, 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 001; Stavroula G. Giatili; Alberto d'Onofrio; Stelios Sfakianakis; et al. (IEEE J. Biomed. Health Informatics, 2014)

Guest Editorial: Computational Solutions to Large-Scale Data Management and Analysis in Translational and Personalized Medicine. - Manolis Tsiknakis; Vasilis J. Promponas; Norbert M. Graf; May D. Wang; Stephen T. C. Wong; Nikolaos G. Bourbakis; Constantinos S. Pattichis (IEEE J. Biomed. Health Informatics, 2014)

An algorithmic approach for the effect of transcription factor binding sites over functional gene regulatory networks. - Lefteris Koumakis; George Potamias; Kostas Marias; Manolis Tsiknakis (BIBE, 2015)

Standardized Data Sharing in a Paediatric Oncology Research Network - A Proof-of-Concept Study. - Nina Hochedlinger; Michael Nitzlnader; Markus Falgenhauer; Stefan Welte; Dieter Hayn; Lefteris Koumakis; George Potamias; Manolis Tsiknakis; Davide Saraceno; Eugenia Rinaldi; Ruth Ladenstein; Günter Schreier 001 (eHealth, 2015)

Detection of stress/anxiety state from EEG features during video watching. - Giorgos A. Giannakakis; Dimitris Grigoriadis; Manolis Tsiknakis (EMBC, 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 001; HongQing Yu; Feng Dong 005 (EMBC, 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 (EMBC, 2015)

Designing a patient monitoring system for bipolar disorder using Semantic Web technologies. - Chryssa H. Thermolia; Ekaterini S. Bei; Euripides G. M. Petrakis; Vangelis Kritsotakis; Manolis Tsiknakis; Vangelis Sakkalis (EMBC, 2015)

Designing a framework for assisting depression severity assessment from facial image analysis. - Anastasia Pampouchidou; Kostas Marias; Manolis Tsiknakis; Panagiotis G. Simos; Fan Yang 019; Fabrice Mériaudeau (ICSIPA, 2015)

Patient Empowerment through Personal Medical Recommendations. - Haridimos Kondylakis; Lefteris Koumakis; Eleni Kazantzaki; Maria Chatzimina; Maria Psaraki; Kostas Marias; Manolis Tsiknakis (MedInfo, 2015)

An ontological approach towards psychological profiling of breast cancer patients in pervasive computing environments. - Irini Genitsaridi; Kostas Marias; Manolis Tsiknakis (PETRA, 2015)

Semantically-enabled Personal Medical Information Recommender. - Haridimos Kondylakis; Lefteris Koumakis; Maria Psaraki; Georgia Troullinou; Maria Chatzimina; Eleni Kazantzaki; Konstantinos Marias; Manolis Tsiknakis (ISWC (Posters & Demos), 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)

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)

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)

Video-based depression detection using local Curvelet binary patterns in pairwise orthogonal planes. - Anastasia Pampouchidou; Kostas Marias; Manolis Tsiknakis; Panagiotis G. Simos; Fan Yang 019; Guillaume Lemaitre; Fabrice Mériaudeau (EMBC, 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 (EMBC, 2016)

Human Daily Activity and Fall Recognition Using a Smartphone's Acceleration Sensor. - Charikleia Chatzaki; Matthew Pediaditis; George Vavoulas; Manolis Tsiknakis (ICT4AgeingWell (Selected Papers), 2016)

The MobiAct Dataset: Recognition of Activities of Daily Living using Smartphones. - George Vavoulas; Charikleia Chatzaki; Thodoris Malliotakis; Matthew Pediaditis; Manolis Tsiknakis (ICT4AgeingWell, 2016)

Stress Detection from Speech Using Spectral Slope Measurements. - Olympia Simantiraki; Giorgos A. Giannakakis; Anastasia Pampouchidou; Manolis Tsiknakis (MindCare/Fabulous, 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 019; Manolis Tsiknakis (AVEC@ACM Multimedia, 2016)

Estimating normal and abnormal activities using smartphones. - Charikleia Chatzaki; Matthew Pediaditis; George Vavoulas; Manolis Tsiknakis (pHealth, 2016)

A computational platform for continuous seizure anticipation, monitoring and clinical evaluation. - Giorgos A. Giannakakis; Matthew Pediaditis; George Stavrinidis; George Konstantinidis 002; Vangelis Kritsotakis; Vassilios D. Tsakanikas; Michael Ligerakis; Vangelis Sakkalis; Pelagia Vorgia; Manolis Tsiknakis (pHealth, 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 (pHealth, 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 (pHealth, 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 019; Panagiotis G. Simos (pHealth, 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; et al. (Comput. Vis. Image Underst., 2016)

Big Data in Support of the Digital Cancer Patient. - Haridimos Kondylakis; Lefteris Koumakis; Manolis Tsiknakis; Kostas Marias; Stephan Kiefer (ERCIM News, 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)

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)

Detecting Depression Using Voice Signal Extracted by Chatbots: A Feasibility Study. - Alexandros Roniotis; Manolis Tsiknakis (ArtsIT/DLI, 2017)

iManageCancer: Developing a Platform for Empowering Patients and Strengthening Self-Management in Cancer Diseases. - Haridimos Kondylakis; Anca I. D. Bucur; Feng Dong 005; Chiara Renzi; Andrea Manfrinati; Norbert M. Graf; Stefan Hoffman; Lefteris Koumakis; Gabriella Pravettoni; Kostas Marias; Manolis Tsiknakis; Stephan Kiefer (CBMS, 2017)

Detection and Management of Depression in Cancer Patients Using Augmented Reality Technologies, Multimodal Signal Processing and Persuasive Interfaces. - Alexandros Roniotis; Haridimos Kondylakis; Manolis Tsiknakis (CBMS, 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 019; Fabrice Mériaudeau; Manolis Tsiknakis (EMBC, 2017)

Glottal Source Features for Automatic Speech-Based Depression Assessment. - Olympia Simantiraki; Paulos Charonyktakis; Anastasia Pampouchidou; Manolis Tsiknakis; Martin Cooke (INTERSPEECH, 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)

Quantitative comparison of motion history image variants for video-based depression assessment. - Anastasia Pampouchidou; Matthew Pediaditis; Anna Maridaki; Muhammad Awais 003; Calliope-Marina Vazakopoulou; Stelios Sfakianakis; Manolis Tsiknakis; Panagiotis G. Simos; Kostas Marias; Fan Yang 019; Fabrice Mériaudeau (EURASIP J. Image Video Process., 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)

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; et al. (IEEE Trans. Multim., 2017)

Evaluation of head pose features for stress detection and classification. - Giorgos A. Giannakakis; Dimitris Manousos; Vaggelis Chaniotakis; Manolis Tsiknakis (BHI, 2018)

Implementing a data management infrastructure for big healthcare data. - Haridimos Kondylakis; Lefteris Koumakis; Manolis Tsiknakis; Kostas Marias (BHI, 2018)

Head Movements in Context of Speech during Stress Induction. - Giorgos A. Giannakakis; Dimitris Manousos; Panagiotis G. Simos; Manolis Tsiknakis (FG, 2018)

Elitism in intensity-based image registration. - Constantinos Spanakis; Emmanuel Mathioudakis; Nikos Kampanis; Manolis Tsiknakis; Kostas Marias (IST, 2018)

Video-based Pain Level Assessment: Feature Selection and Inter-Subject Variability Modeling. - Dimitra Bourou; Anastasia Pampouchidou; Manolis Tsiknakis; Kostas Marias; Panagiotis G. Simos (TSP, 2018)

Machine Learning Techniques for Automatic Depression Assessment. - Anna Maridaki; Anastasia Pampouchidou; Kostas Marias; Manolis Tsiknakis (TSP, 2018)

Function Approximation for Medical Image Registration. - Constantinos Spanakis; Emmanuel Mathioudakis; Manolis Tsiknakis; Nikos Kampanis; Kostas Marias (TSP, 2018)

A stress recognition system using HRV parameters and machine learning techniques. - Giorgos A. Giannakakis; Kostas Marias; Manolis Tsiknakis (ACII Workshops, 2019)

A novel multi-kernel 1D convolutional neural network for stress recognition from ECG. - Giorgos A. Giannakakis; Eleftherios Trivizakis; Manolis Tsiknakis; Kostas Marias (ACII Workshops, 2019)

Employing Conversational Agents in Palliative Care: A Feasibility Study and Preliminary Assessment. - Maria Chatzimina; Lefteris Koumakis; Kostas Marias; Manolis Tsiknakis (BIBE, 2019)

Enabling Ontology-Based Search: A Case Study in the Bioinformatics Domain. - Alexandros Kyriakakis; Lefteris Koumakis; Alexandros Kanterakis; Galateia Iatraki; Manolis Tsiknakis; George Potamias (BIBE, 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; et al. (BIBE, 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 (CBMS, 2019)

Renyi divergence and non-deterministic subsampling in Rigid Image Registration. - Constantinos Spanakis; Emmanuel Mathioudakis; Nikos Kampanis; Manolis Tsiknakis; Kostas Marias (IST, 2019)

Focal epileptic seizures anticipation based on patterns of heart rate variability parameters. - Giorgos A. Giannakakis; Manolis Tsiknakis; Pelagia Vorgia (Comput. Methods Programs Biomed., 2019)

Machine-learning regression in evolutionary algorithms and image registration. - Constantinos Spanakis; Emmanouil Mathioudakis; Nikos Kampanis; Manolis Tsiknakis; Kostas Marias (IET Image Process., 2019)

Automatic Assessment of Depression Based on Visual Cues: A Systematic Review. - Anastasia Pampouchidou; Panagiotis G. Simos; Kostas Marias; Fabrice Mériaudeau; Fan Yang 019; Matthew Pediaditis; Manolis Tsiknakis (IEEE Trans. Affect. Comput., 2019)

Guest Editorial: Biomedical Informatics Across the Cancer Continuum. - Manolis Tsiknakis; Norbert M. Graf; Kostas Stamatopoulos; Anca I. D. Bucur (IEEE J. Biomed. Health Informatics, 2019)

Developing the BOUNCE Psychological Ontology. - Haridimos Kondylakis; Efthymios Alekos; Kostas Marias; Manolis Tsiknakis; Nikolaos Papadakis (ISWC (Demos/Industry), 2020)

Patient empowerment for cancer patients through a novel ICT infrastructure. - Haridimos Kondylakis; Anca I. D. Bucur; Chiara Crico; Feng Dong 005; Norbert M. Graf; Stefan Hoffman; Lefteris Koumakis; Alice Manenti; Kostas Marias; Ketti Mazzocco; Gabriella Pravettoni; Chiara Renzi; et al. (J. Biomed. Informatics, 2020)

Personally Managed Health Data: Barriers, Approaches, and a Roadmap for the Future. - Haridimos Kondylakis; Lefteris Koumakis; Manolis Tsiknakis; Stephan Kiefer (J. Biomed. Informatics, 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; et al. (Mach. Vis. Appl., 2020)

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 (BHI, 2021)

Exploring Artificial Intelligence methods for recognizing human activities in real time by exploiting inertial sensors. - Dimitrios G. Boucharas; Christos Androutsos; Nikolaos S. Tachos; Evanthia E. Tripoliti; Dimitrios Manousos; Vasileios Skaramagkas; Emmanouil Ktistakis; Manolis Tsiknakis; Dimitrios I. Fotiadis (BIBE, 2021)

Cognitive workload level estimation based on eye tracking: A machine learning approach. - Vasileios Skaramagkas; Emmanouil Ktistakis; Dimitris Manousos; Nikolaos S. Tachos; Eleni Kazantzaki; Evanthia E. Tripoliti; Dimitrios I. Fotiadis; Manolis Tsiknakis (BIBE, 2021)

A machine learning approach to predict emotional arousal and valence from gaze extracted features. - Vasileios Skaramagkas; Emmanouil Ktistakis; Dimitris Manousos; Nikolaos S. Tachos; Eleni Kazantzaki; Evanthia E. Tripoliti; Dimitrios I. Fotiadis; Manolis Tsiknakis (BIBE, 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 (BIBE, 2021)

Predictive Analytics Based on Open Source Technologies for Acute Respiratory Distress Syndrome. - Vaggelis Chaniotakis; Lefteris Koumakis; Haridimos Kondylakis; George Notas; Dimitris Plexousakis; Manolis Tsiknakis (CBMS, 2021)

Real Time Human Activity Recognition Using Acceleration and First-Person Camera data. - Christos Androutsos; Nikolaos S. Tachos; Evanthia E. Tripoliti; Ioannis Karatzanis; Dimitris Manousos; Manolis Tsiknakis; Dimitrios I. Fotiadis (EMBC, 2021)

Gait and balance patterns related to Free-Walking and TUG tests in Parkinson's Disease based on plantar pressure data. - Vassilis D. Tsakanikas; Dimitrios Dimopoulos; Nikolaos S. Tachos; Chariklia Chatzaki; Vasileios Skaramagkas; Georgios Christodoulakis; Manolis Tsiknakis; Dimitrios I. Fotiadis (EMBC, 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 003; et al. (CoRR, 2021)

The Smart-Insole Dataset: Gait Analysis Using Wearable Sensors with a Focus on Elderly and Parkinson's Patients. - Chariklia Chatzaki; Vasileios Skaramagkas; Nikolaos S. Tachos; Georgios Christodoulakis; Evangelia Maniadi; Zinovia Kefalopoulou; Dimitrios I. Fotiadis; Manolis Tsiknakis (Sensors, 2021)

AI Methods for Personalized Suggestions on Smart Glasses Based on Human Activity Recognition. - Dimitrios G. Boucharas; Christos Androutsos; Nikolaos S. Tachos; Evanthia E. Tripoliti; Dimitrios Manousos; Vasileios Skaramagkas; Emmanouil Ktistakis; Kostas Marias; Manolis Tsiknakis; Dimitrios I. Fotiadis (BHI, 2022)

Investigating Graph-based Features for Speech Emotion Recognition. - Anastasia Pentari; George P. Kafentzis; Manolis Tsiknakis (BHI, 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 (BHI, 2022)

A User-Centric approach for Personalization based on Human Activity Recognition. - Dimitrios G. Boucharas; Christos Androutsos; Nikolaos S. Tachos; Evanthia E. Tripoliti; Dimitris Manousos; Peter Skov Jensen; Luis Castilln Torre; Manolis Tsiknakis; Dimitios I. Fotiadis (EMBC, 2022)

Automatic Pain Intensity Estimation based on Electrocardiogram and Demographic Factors. - Stefanos Gkikas; Chariklia Chatzaki; Elisavet Pavlidou; Foteini Verigou; Kyriakos Kalkanis; Manolis Tsiknakis (ICT4AWE, 2022)

Multi-task Neural Networks for Pain Intensity Estimation Using Electrocardiogram and Demographic Factors. - Stefanos Gkikas; Chariklia Chatzaki; Manolis Tsiknakis (ICT4AWE (Revised Selected Papers), 2022)

Data Ingestion for AI in Prostate Cancer. - Haridimos Kondylakis; Stelios Sfakianakis; Varvara Kalokyri; Nikolaos S. Tachos; Dimitrios I. Fotiadis; Kostas Marias; Manolis Tsiknakis (MIE, 2022)

COLET: A dataset for COgnitive workLoad estimation based on eye-tracking. - Emmanouil Ktistakis; Vasileios Skaramagkas; Dimitris Manousos; Nikolaos S. Tachos; Evanthia E. Tripoliti; Dimitrios I. Fotiadis; Manolis Tsiknakis (Comput. Methods Programs Biomed., 2022)

Smart Insole: A Gait Analysis Monitoring Platform Targeting Parkinson Disease Patients Based on Insoles. - Dimitrios G. Boucharas; Christos Androutsos; George Gkois; Vassilis D. Tsakanikas; Vasileios C. Pezoulas; Dimitrios Manousos; Vasileios Skaramagkas; Chariklia Chatzaki; Stathis Kontogiannis; Christos C. Spandonidis; Alexandros K. Pantazis; Nikolaos S. Tachos; et al. (CoRR, 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)

Can Gait Features Help in Differentiating Parkinson's Disease Medication States and Severity Levels? A Machine Learning Approach. - Chariklia Chatzaki; Vasileios Skaramagkas; Zinovia Kefalopoulou; Nikolaos S. Tachos; Nicholas Kostikis; Foivos Kanellos; Eleftherios Triantafyllou; Elisabeth Chroni; Dimitrios I. Fotiadis; Manolis Tsiknakis (Sensors, 2022)

A 3D-Printed Capacitive Smart Insole for Plantar Pressure Monitoring. - Anastasios G. Samarentsis; Georgios Makris; Sofia Spinthaki; Georgios Christodoulakis; Manolis Tsiknakis; Alexandros K. Pantazis (Sensors, 2022)

Review on Psychological Stress Detection Using Biosignals. - Giorgos A. Giannakakis; Dimitris Grigoriadis; Katerina Giannakaki; Olympia Simantiraki; Alexandros Roniotis; Manolis Tsiknakis (IEEE Trans. Affect. Comput., 2022)

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 (BIBE, 2023)

Sentiment Analysis in Greek Clinical Conversations: A Comparative Study of BERT, VADER, and Lexicon Approaches. - Maria Evangelia Chatzimina; Nikolaos Oikonomou; Helen Papadaki; Manolis Tsiknakis; Charalampos Pontikoglou (BIBM, 2023)

Multi-channel CNN-based emotion recognition using recurrence plot representations of speech. - Anastasia Pentari; Petros K. Iosifidis; Giannis Kyprakis; Chrysoula Tzermia; Michael Froudas; Vasileios Skaramagkas; Manolis Tsiknakis (BIBM, 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; et al. (BIBM, 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 (EANN, 2023)

Respiration and heartbeat rates estimation using IR-UWB non-contact radar sensor recordings: A pre-clinical study. - Anastasia Pentari; Dimitrios Manousos; Thomas Kassiotis; George Rigas 001; Manolis Tsiknakis (EDBT/ICDT Workshops, 2023)

A Full Transformer-based Framework for Automatic Pain Estimation using Videos. - Stefanos Gkikas; Manolis Tsiknakis (EMBC, 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; Andri Papakonstantinou; Gerasimos Filippatos; et al. (EMBC, 2023)

LETHE: A Digital Intervention for Cognitive Decline. - Vasileios S. Loukas; Thomas Kassiotis; Ignacio Lamata Martinez; Lefteris Koumakis; Jeroen Bruinsma; Roberto Pasciuti; Monica Balatresi; Ville Tenhunen; Adam Fiakkas; Lelia Ataliani; Georgia S. Karanasiou; Manolis Tsiknakis; et al. (EMBC, 2023)

Using the recurrence plots as indicators for the recognition of Parkinson's disease through phonemes assessment. - Vasileios Skaramagkas; Anastasia Pentari; Dimitrios I. Fotiadis; Manolis Tsiknakis (EMBC, 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 (ISBI, 2023)

Evaluating Gait Impairment in Parkinson's Disease from Instrumented Insole and IMU Sensor Data. - Vassilis D. Tsakanikas; Adamantios Ntanis; George Rigas 001; Christos Androutsos; Dimitrios G. Boucharas; Nikolaos S. Tachos; Vasileios Skaramagkas; Chariklia Chatzaki; Zinovia Kefalopoulou; Manolis Tsiknakis; Dimitrios I. Fotiadis (Sensors, 2023)

Automatic assessment of pain based on deep learning methods: A systematic review. - Stefanos Gkikas; Manolis Tsiknakis (Comput. Methods Programs Biomed., 2023)

Guest Editorial AIoPT (Artificial Intelligence of Paediatric Things): Informatics in Meeting Paediatric Needs and Patient Monitoring. - Hemant Ghayvat; Manolis Tsiknakis; Subhas Chandra Mukhopadhyay (IEEE J. Biomed. Health Informatics, 2023)

Detecting Minor Symptoms of Parkinson's Disease in the Wild Using Bi-LSTM with Attention Mechanism. - Vasileios Skaramagkas; Iro Boura; Cleanthi Spanaki; Emilia Michou; Georgios Karamanis; Zinovia Kefalopoulou; Manolis Tsiknakis (Sensors, 2023)

Synthetic Thermal and RGB Videos for Automatic Pain Assessment Utilizing a Vision-MLP Architecture. - Stefanos Gkikas; Manolis Tsiknakis (ACII (Workshops and Demos), 2024)

Twins-PainViT: Towards a Modality-Agnostic Vision Transformer Framework for Multimodal Automatic Pain Assessment Using Facial Videos and fNIRS. - Stefanos Gkikas; Manolis Tsiknakis (ACII (Workshops and Demos), 2024)

Spatial Attention-Enhanced Encoder-Decoder Network for Accurate Segmentation of the Prostate's Transition Zone. - Dimitrios I. Zaridis; Eugenia Mylona; Nikolaos S. Tachos; Charalampos Kalantzopoulos; Kostas Marias; Manolis Tsiknakis; Dimitrios I. Fotiadis (EMBC, 2024)

Towards Semantic Interoperability Among Heterogeneous Cancer Data Models Using a Layered Modular Hyper-Ontology. - Mirna El Ghosh; Varvara Kalokyri; Mélanie Sambres; Morgan Vaterkowski; Catherine Duclos; Xavier Tannier; Gianna Tsakou; Manolis Tsiknakis; Christel Daniel; Ferdinand Dhombres (FOIS, 2024)

Radiomics-Based Reliable Predictions of Side Effects After Radiotherapy for Prostate Cancer. - 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 003; Daniele Regge; Kostas Marias; et al. (ISBI, 2024)

Grounding a hyper-ontology on mCODE conceptual model and foundational ontologies for semantic interoperability in oncology. - Mirna El Ghosh; Christel Daniel; Catherine Duclos; Varvara Kalokyri; Jean Charlet; Mélanie Sambres; Gianna Tsakou; Manolis Tsiknakis; Ferdinand Dhombres (JOWO, 2024)

A Greek Conversational Agent for Hematologic Malignancies: Usability and User Experience Assessment. - Maria Evangelia Chatzimina; Helen A. Papadaki; Charalampos Pontikoglou; Manolis Tsiknakis (MIE, 2024)

From Syntactic to Semantic Interoperability Using a Hyperontology in the Oncology Domain. - Mirna El Ghosh; Varvara Kalokyri; Mélanie Sambres; Morgan Vaterkowski; Catherine Duclos; Xavier Tannier; Gianna Tsakou; Manolis Tsiknakis; Christel Daniel; Ferdinand Dhombres (MIE, 2024)

Data and System Traceability for Transparent AI in Medical Imaging. - Sara Colantonio; Andrea Berti; Gianluca Carloni; Claudia Caudai; Giulio Del Corso; Danila Germanese; Eva Pachetti; Maria Antonietta Pascali; Varvara Kalokyri; Haridimos Kondylakis; Charalampos Kalantzopoulos; Nikolaos S. Tachos; et al. (SEBD, 2024)

ResQu-Net: Effective prostate's peripheral zone segmentation leveraging the representational power of attention-based mechanisms. - Dimitrios I. Zaridis; Eugenia Mylona; Nikolaos S. Tachos; Charalampos Kalantzopoulos; Kostas Marias; Manolis Tsiknakis; George K. Matsopoulos; Dimitrios D. Koutsouris; Dimitrios I. Fotiadis (Biomed. Signal Process. Control., 2024)

Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data. - 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; et al. (Comput. Biol. Medicine, 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; et al. (Comput. Biol. Medicine, 2024)

ProLesA-Net: A multi-channel 3D architecture for prostate MRI lesion segmentation with multi-scale channel and spatial attentions. - Dimitrios I. Zaridis; Eugenia Mylona; Nikos Tsiknakis; Nikolaos S. Tachos; George K. Matsopoulos; Kostas Marias; Manolis Tsiknakis; Dimitrios I. Fotiadis (Patterns, 2024)

Image Quality Assessment Tool for Conventional and Dynamic Magnetic Resonance Imaging Acquisitions. - Katerina Nikiforaki; Ioannis Karatzanis; Aikaterini Dovrou; Maciej Bobowicz; Katarzyna Gwozdziewicz; Oliver Díaz; Manolis Tsiknakis; Dimitrios I. Fotiadis; Karim Lekadir; Kostas Marias (J. Imaging, 2024)

Guest Editorial Pervasive Computing in Healthcare. - Athanasios Tsanas; Andreas Triantafyllidis; Manolis Tsiknakis (IEEE J. Biomed. Health Informatics, 2024)

Uplift Modeling for Treatment Effect Estimation in the Prostate Cancer Treatment Landscape. - Ana Rodrigues 007; 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 003; et al. (IbPRIA (2), 2025)

Multimodal Pain Assessment Based on Physiological Biosignals: The Impact of Demographic Factors on Perception and Sensitivity. - Elisavet Pavlidou; Manolis Tsiknakis (ICT4AWE, 2025)

Large-Scale Radiomics Analysis for Prostate Cancer Detection Harnessing Machine and Deep Learning Models. - Eugenia Mylona; Dimitrios I. Zaridis; Charalampos Kalantzopoulos; Vasileios C. Pezoulas; Nikolaos S. Tachos; George K. Matsopoulos; Daniele Regge; Nikolaos Papanikolaou 003; Manolis Tsiknakis; Kostas Marias; Dimitrios I. Fotiadis (ISBI, 2025)

Texture Preserving Deep Learning-Based Noise Reduction for Anatomical Magnetic Resonance Images and its Impact on Imaging Features. - Eleftherios Trivizakis; Eugenia Mylona; Katerina Nikiforaki; Dimitrios I. Zaridis; Manolis Tsiknakis; Dimitrios I. Fotiadis; Nikolaos S. Tachos; Daniele Regge; Nikolaos Papanikolaou 003; Kostas Marias (SACI, 2025)

Topic modeling and sentiment analysis of Greek clinician-patient conversations in hematologic malignancies. - Maria Evangelia Chatzimina; Helen A. Papadaki; Charalampos Pontikoglou; Manolis Tsiknakis (Int. J. Medical Informatics, 2025)

Dual stream transformer for medication state classification in Parkinson's disease patients using facial videos. - Vasileios Skaramagkas; Iro Boura; Georgios Karamanis; Ioannis Kyprakis; Dimitrios I. Fotiadis; Zinovia Kefalopoulou; Cleanthe Spanaki; Manolis Tsiknakis (npj Digit. Medicine, 2025)

PainFormer: a Vision Foundation Model for Automatic Pain Assessment. - Stefanos Gkikas; Raul Fernandez Rojas; Manolis Tsiknakis (CoRR, 2025)

A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos. - Ioannis Kyprakis; Vasileios Skaramagkas; Iro Boura; Georgios Karamanis; Dimitrios I. Fotiadis; Zinovia Kefalopoulou; Cleanthe Spanaki; Manolis Tsiknakis (CoRR, 2025)

AI Model Passport: Data and System Traceability Framework for Transparent AI in Health. - Varvara Kalokyri; Nikolaos S. Tachos; Charalampos Kalantzopoulos; Stelios Sfakianakis; Haridimos Kondylakis; Dimitrios I. Zaridis; Sara Colantonio; Daniele Regge; Nikolaos Papanikolaou 003; ProCAncer-I Consortium; Konstantinos Marias; Dimitrios I. Fotiadis; et al. (CoRR, 2025)

Tiny-BioMoE: a Lightweight Embedding Model for Biosignal Analysis. - Stefanos Gkikas; Ioannis Kyprakis; Manolis Tsiknakis (CoRR, 2025)

Multi-Representation Diagrams for Pain Recognition: Integrating Various Electrodermal Activity Signals into a Single Image. - Stefanos Gkikas; Ioannis Kyprakis; Manolis Tsiknakis (CoRR, 2025)

Efficient Pain Recognition via Respiration Signals: A Single Cross-Attention Transformer Multi-Window Fusion Pipeline. - Stefanos Gkikas; Ioannis Kyprakis; Manolis Tsiknakis (CoRR, 2025)