Manolis Tsiknakis

213 papers A 1B 8C 28Misc 3Journal 74Unranked 99

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`	GIAFormer: A Gradient-Infused Attention and Transformer for Pain Assessment with EDA-fNIRS Fusion. Inf. Fusion Muhammad Umar Khan, Girija Chetty, Stefanos Gkikas, Manolis Tsiknakis, Roland Goecke, Raul Fernandez Rojas
2025	J	`jnl`	A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos. CoRR Ioannis Kyprakis, Vasileios Skaramagkas, Iro Boura, Georgios Karamanis, Dimitrios I. Fotiadis, Zinovia Kefalopoulou, Cleanthe Spanaki, Manolis Tsiknakis
2025	C	`conf`	A Multidimensional Framework for Data Quality Assessment in Heart Failure: Integrating IEEE 2801-2022 and Fairness Metrics. BIBE Marina Georgoula, Grigorios G. Kotoulas, Konstantina-Helen Tsarapatsani, Dimitrios G. Boucharas, Ioannis Kyprakis, Dimitrios Manousos, Andrej Preveden, Lazar U. Velicki, Amy Groenewegen, Frans Rutten, Borut Flis, Matej Piculin, Peter Vracar, Zoran Bosnic, Maria Tafelmeier, Lars S. Maier, Fausto Barlocco, Iacopo Olivotto, Marta Jimenez-Blanco, Jose Luis Zamorano, Duncan Edwards, Prithwish Banerjee, Nduka C. Okwose, Sarah Charman, Djordje G. Jakovljevic, Manolis Tsiknakis, Dimitrios I. Fotiadis
2025	J	`jnl`	AI Model Passport: Data and System Traceability Framework for Transparent AI in Health. CoRR Varvara Kalokyri, Nikolaos S. Tachos, Charalampos Kalantzopoulos, Stelios Sfakianakis, Haridimos Kondylakis, Dimitrios I. Zaridis, Sara Colantonio, Daniele Regge, Nikolaos Papanikolaou, ProCAncer-I Consortium, Konstantinos Marias, Dimitrios I. Fotiadis, Manolis Tsiknakis
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`	Dual stream transformer for medication state classification in Parkinson's disease patients using facial videos. npj Digit. Medicine Vasileios Skaramagkas, Iro Boura, Georgios Karamanis, Ioannis Kyprakis, Dimitrios I. Fotiadis, Zinovia Kefalopoulou, Cleanthe Spanaki, Manolis Tsiknakis
2025	—	`conf`	Efficient Pain Recognition via Respiration Signals: A Single Cross-Attention Transformer Multi-Window Fusion Pipeline. ICMI Companion Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis
2025	J	`jnl`	Efficient Pain Recognition via Respiration Signals: A Single Cross-Attention Transformer Multi-Window Fusion Pipeline. CoRR Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis
2025	C	`conf`	Greek-HemaRAG: A Retrieval-Augmented Generation System for Hematologic Malignancies in the Greek Language. BIBE Maria Evangelia Chatzimina, Manolis Tsiknakis
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	—	`conf`	Multi-Representation Diagrams for Pain Recognition: Integrating Various Electrodermal Activity Signals into a Single Image. ICMI Companion Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis
2025	J	`jnl`	Multi-Representation Diagrams for Pain Recognition: Integrating Various Electrodermal Activity Signals into a Single Image. CoRR Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis
2025	C	`conf`	Multimodal Pain Assessment Based on Physiological Biosignals: The Impact of Demographic Factors on Perception and Sensitivity. ICT4AWE Elisavet Pavlidou, Manolis Tsiknakis
2025	J	`jnl`	Pain Assessment Using Multi-Kernel-FCN-LSTM and Haemoglobin Difference in fNIRS. ACM Trans. Comput. Heal. Ghazal Bargshady, Sumair Aziz, Stefanos Gkikas, Manolis Tsiknakis, Roland Goecke, Raul Fernandez Rojas
2025	J	`jnl`	PainFormer: A Vision Foundation Model for Automatic Pain Assessment. IEEE Trans. Affect. Comput. Stefanos Gkikas, Raul Fernandez Rojas, Manolis Tsiknakis
2025	J	`jnl`	PainFormer: a Vision Foundation Model for Automatic Pain Assessment. CoRR Stefanos Gkikas, Raul Fernandez Rojas, Manolis Tsiknakis
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`	Tiny-BioMoE: a Lightweight Embedding Model for Biosignal Analysis. ICMI Companion Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis
2025	J	`jnl`	Tiny-BioMoE: a Lightweight Embedding Model for Biosignal Analysis. CoRR Stefanos Gkikas, Ioannis Kyprakis, Manolis Tsiknakis
2025	J	`jnl`	Topic modeling and sentiment analysis of Greek clinician-patient conversations in hematologic malignancies. Int. J. Medical Informatics Maria Evangelia Chatzimina, Helen A. Papadaki, Charalampos Pontikoglou, Manolis Tsiknakis
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`	A Full Transformer-based Framework for Automatic Pain Estimation using Videos. CoRR Stefanos Gkikas, Manolis Tsiknakis
2024	—	`conf`	A Greek Conversational Agent for Hematologic Malignancies: Usability and User Experience Assessment. MIE Maria Evangelia Chatzimina, Helen A. Papadaki, Charalampos Pontikoglou, Manolis Tsiknakis
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`	Data and System Traceability for Transparent AI in Medical Imaging. SEBD 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, Dimitris I. Fotiadis, Valentina Giannini, Simone Mazzetti, Daniele Regge, Nickolas Papanikolaou, Konstantinos Marias, Manolis Tsiknakis
2024	—	`conf`	From Syntactic to Semantic Interoperability Using a Hyperontology in the Oncology Domain. MIE Mirna El Ghosh, Varvara Kalokyri, Mélanie Sambres, Morgan Vaterkowski, Catherine Duclos, Xavier Tannier, Gianna Tsakou, Manolis Tsiknakis, Christel Daniel, Ferdinand Dhombres
2024	—	`conf`	Grounding a hyper-ontology on mCODE conceptual model and foundational ontologies for semantic interoperability in oncology. JOWO Mirna El Ghosh, Christel Daniel, Catherine Duclos, Varvara Kalokyri, Jean Charlet, Mélanie Sambres, Gianna Tsakou, Manolis Tsiknakis, Ferdinand Dhombres
2024	J	`jnl`	Guest Editorial Pervasive Computing in Healthcare. IEEE J. Biomed. Health Informatics Athanasios Tsanas, Andreas Triantafyllidis, Manolis Tsiknakis
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`	Multi-task Neural Networks for Pain Intensity Estimation using Electrocardiogram and Demographic Factors. CoRR Stefanos Gkikas, Chariklia Chatzaki, Manolis Tsiknakis
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-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`	Synthetic Thermal and RGB Videos for Automatic Pain Assessment Utilizing a Vision-MLP Architecture. ACII (Workshops and Demos) Stefanos Gkikas, Manolis Tsiknakis
2024	J	`jnl`	Synthetic Thermal and RGB Videos for Automatic Pain Assessment utilizing a Vision-MLP Architecture. CoRR Stefanos Gkikas, Manolis Tsiknakis
2024	C	`conf`	Towards Semantic Interoperability Among Heterogeneous Cancer Data Models Using a Layered Modular Hyper-Ontology. FOIS Mirna El Ghosh, Varvara Kalokyri, Mélanie Sambres, Morgan Vaterkowski, Catherine Duclos, Xavier Tannier, Gianna Tsakou, Manolis Tsiknakis, Christel Daniel, Ferdinand Dhombres
2024	—	`conf`	Twins-PainViT: Towards a Modality-Agnostic Vision Transformer Framework for Multimodal Automatic Pain Assessment Using Facial Videos and fNIRS. ACII (Workshops and Demos) Stefanos Gkikas, Manolis Tsiknakis
2024	J	`jnl`	Twins-PainViT: Towards a Modality-Agnostic Vision Transformer Framework for Multimodal Automatic Pain Assessment using Facial Videos and fNIRS. CoRR Stefanos Gkikas, Manolis Tsiknakis
2023	—	`conf`	A Full Transformer-based Framework for Automatic Pain Estimation using Videos. EMBC Stefanos Gkikas, Manolis Tsiknakis
2023	J	`jnl`	Automatic assessment of pain based on deep learning methods: A systematic review. Comput. Methods Programs Biomed. Stefanos Gkikas, Manolis Tsiknakis
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	J	`jnl`	Detecting Minor Symptoms of Parkinson's Disease in the Wild Using Bi-LSTM with Attention Mechanism. Sensors Vasileios Skaramagkas, Iro Boura, Cleanthe Spanaki, Emilia Michou, Georgios Karamanis, Zinovia Kefalopoulou, Manolis Tsiknakis
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	J	`jnl`	Evaluating Gait Impairment in Parkinson's Disease from Instrumented Insole and IMU Sensor Data. Sensors Vassilis D. Tsakanikas, Adamantios Ntanis, George Rigas, Christos Androutsos, Dimitrios G. Boucharas, Nikolaos S. Tachos, Vasileios Skaramagkas, Chariklia Chatzaki, Zinovia Kefalopoulou, Manolis Tsiknakis, Dimitrios I. Fotiadis
2023	J	`jnl`	Guest Editorial AIoPT (Artificial Intelligence of Paediatric Things): Informatics in Meeting Paediatric Needs and Patient Monitoring. IEEE J. Biomed. Health Informatics Hemant Ghayvat, Manolis Tsiknakis, Subhas Chandra Mukhopadhyay
2023	—	`conf`	LETHE: A Digital Intervention for Cognitive Decline. EMBC 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, Hannes Hilberger, Markus Bödenler, Bianca Schnalzer, Simone Huber, Mattia Pirani, Matteo Colombo, Sten Hanke, 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`	Multi-channel CNN-based emotion recognition using recurrence plot representations of speech. BIBM Anastasia Pentari, Petros K. Iosifidis, Giannis Kyprakis, Chrysoula Tzermia, Michael Froudas, Vasileios Skaramagkas, Manolis Tsiknakis
2023	—	`conf`	Respiration and heartbeat rates estimation using IR-UWB non-contact radar sensor recordings: A pre-clinical study. EDBT/ICDT Workshops Anastasia Pentari, Dimitrios Manousos, Thomas Kassiotis, George Rigas, Manolis Tsiknakis
2023	—	`conf`	Sentiment Analysis in Greek Clinical Conversations: A Comparative Study of BERT, VADER, and Lexicon Approaches. BIBM Maria Evangelia Chatzimina, Nikolaos Oikonomou, Helen Papadaki, Manolis Tsiknakis, Charalampos Pontikoglou
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
2023	—	`conf`	Using the recurrence plots as indicators for the recognition of Parkinson's disease through phonemes assessment. EMBC Vasileios Skaramagkas, Anastasia Pentari, Dimitrios I. Fotiadis, Manolis Tsiknakis
2022	J	`jnl`	A 3D-Printed Capacitive Smart Insole for Plantar Pressure Monitoring. Sensors Anastasios G. Samarentsis, Georgios Makris, Sofia Spinthaki, Georgios Christodoulakis, Manolis Tsiknakis, Alexandros K. Pantazis
2022	—	`conf`	A User-Centric approach for Personalization based on Human Activity Recognition. EMBC Dimitrios G. Boucharas, Christos Androutsos, Nikolaos S. Tachos, Evanthia E. Tripoliti, Dimitris Manousos, Peter Skov Jensen, Luis Castilln Torre, Manolis Tsiknakis, Dimitios 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	C	`conf`	Automatic Pain Intensity Estimation based on Electrocardiogram and Demographic Factors. ICT4AWE Stefanos Gkikas, Chariklia Chatzaki, Elisavet Pavlidou, Foteini Verigou, Kyriakos Kalkanis, Manolis Tsiknakis
2022	J	`jnl`	COLET: A dataset for COgnitive workLoad estimation based on eye-tracking. Comput. Methods Programs Biomed. Emmanouil Ktistakis, Vasileios Skaramagkas, Dimitris Manousos, Nikolaos S. Tachos, Evanthia E. Tripoliti, Dimitrios I. Fotiadis, Manolis Tsiknakis
2022	J	`jnl`	Can Gait Features Help in Differentiating Parkinson's Disease Medication States and Severity Levels? A Machine Learning Approach. Sensors Chariklia Chatzaki, Vasileios Skaramagkas, Zinovia Kefalopoulou, Nikolaos S. Tachos, Nicholas Kostikis, Foivos Kanellos, Eleftherios Triantafyllou, Elisabeth Chroni, Dimitrios I. Fotiadis, Manolis Tsiknakis
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`	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`	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	—	`conf`	Investigating Graph-based Features for Speech Emotion Recognition. BHI Anastasia Pentari, George P. Kafentzis, Manolis Tsiknakis
2022	—	`conf`	Multi-task Neural Networks for Pain Intensity Estimation Using Electrocardiogram and Demographic Factors. ICT4AWE (Revised Selected Papers) Stefanos Gkikas, Chariklia Chatzaki, Manolis Tsiknakis
2022	J	`jnl`	Review on Psychological Stress Detection Using Biosignals. IEEE Trans. Affect. Comput. Giorgos A. Giannakakis, Dimitris Grigoriadis, Katerina Giannakaki, Olympia Simantiraki, Alexandros Roniotis, Manolis Tsiknakis
2022	J	`jnl`	Smart Insole: A Gait Analysis Monitoring Platform Targeting Parkinson Disease Patients Based on Insoles. CoRR 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, Manolis Tsiknakis, 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	C	`conf`	A machine learning approach to predict emotional arousal and valence from gaze extracted features. BIBE Vasileios Skaramagkas, Emmanouil Ktistakis, Dimitris Manousos, Nikolaos S. Tachos, Eleni Kazantzaki, Evanthia E. Tripoliti, Dimitrios I. Fotiadis, Manolis Tsiknakis
2021	C	`conf`	Cognitive workload level estimation based on eye tracking: A machine learning approach. BIBE Vasileios Skaramagkas, Emmanouil Ktistakis, Dimitris Manousos, Nikolaos S. Tachos, Eleni Kazantzaki, Evanthia E. Tripoliti, Dimitrios I. Fotiadis, Manolis Tsiknakis
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	C	`conf`	Exploring Artificial Intelligence methods for recognizing human activities in real time by exploiting inertial sensors. BIBE Dimitrios G. Boucharas, Christos Androutsos, Nikolaos S. Tachos, Evanthia E. Tripoliti, Dimitrios Manousos, Vasileios Skaramagkas, Emmanouil Ktistakis, Manolis Tsiknakis, Dimitrios I. Fotiadis
2021	J	`jnl`	FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging. CoRR Karim Lekadir, Richard Osuala, Catherine Gallin, Noussair Lazrak, Kaisar Kushibar, Gianna Tsakou, Susanna Aussó, Leonor Cerdá Alberich, Konstantinos Marias, Manolis Tsiknakis, Sara Colantonio, Nickolas Papanikolaou, Zohaib Salahuddin, Henry C. Woodruff, Philippe Lambin, Luis Martí-Bonmatí
2021	—	`conf`	Gait and balance patterns related to Free-Walking and TUG tests in Parkinson's Disease based on plantar pressure data. EMBC Vassilis D. Tsakanikas, Dimitrios Dimopoulos, Nikolaos S. Tachos, Chariklia Chatzaki, Vasileios Skaramagkas, Georgios Christodoulakis, Manolis Tsiknakis, Dimitrios I. Fotiadis
2021	B	`conf`	Predictive Analytics Based on Open Source Technologies for Acute Respiratory Distress Syndrome. CBMS Vaggelis Chaniotakis, Lefteris Koumakis, Haridimos Kondylakis, George Notas, Dimitris Plexousakis, Manolis Tsiknakis
2021	—	`conf`	Real Time Human Activity Recognition Using Acceleration and First-Person Camera data. EMBC Christos Androutsos, Nikolaos S. Tachos, Evanthia E. Tripoliti, Ioannis Karatzanis, Dimitris Manousos, Manolis Tsiknakis, Dimitrios I. Fotiadis
2021	J	`jnl`	The Smart-Insole Dataset: Gait Analysis Using Wearable Sensors with a Focus on Elderly and Parkinson's Patients. Sensors Chariklia Chatzaki, Vasileios Skaramagkas, Nikolaos S. Tachos, Georgios Christodoulakis, Evangelia Maniadi, Zinovia Kefalopoulou, Dimitrios I. Fotiadis, Manolis Tsiknakis
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	—	`conf`	Developing the BOUNCE Psychological Ontology. ISWC (Demos/Industry) Haridimos Kondylakis, Efthymios Alekos, Kostas Marias, Manolis Tsiknakis, Nikolaos Papadakis
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
2020	J	`jnl`	Personally Managed Health Data: Barriers, Approaches, and a Roadmap for the Future. J. Biomed. Informatics Haridimos Kondylakis, Lefteris Koumakis, 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	C	`conf`	Enabling Ontology-Based Search: A Case Study in the Bioinformatics Domain. BIBE Alexandros Kyriakakis, Lefteris Koumakis, Alexandros Kanterakis, Galateia Iatraki, Manolis Tsiknakis, George Potamias
2019	J	`jnl`	Focal epileptic seizures anticipation based on patterns of heart rate variability parameters. Comput. Methods Programs Biomed. Giorgos A. Giannakakis, Manolis Tsiknakis, Pelagia Vorgia
2019	J	`jnl`	Guest Editorial: Biomedical Informatics Across the Cancer Continuum. IEEE J. Biomed. Health Informatics Manolis Tsiknakis, Norbert M. Graf, Kostas Stamatopoulos, Anca I. D. Bucur
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`	Renyi divergence and non-deterministic subsampling in Rigid Image Registration. IST Constantinos Spanakis, Emmanuel Mathioudakis, Nikos Kampanis, Manolis Tsiknakis, Kostas Marias
2018	—	`conf`	Elitism in intensity-based image registration. IST Constantinos Spanakis, Emmanuel Mathioudakis, Nikos Kampanis, Manolis Tsiknakis, Kostas Marias
2018	—	`conf`	Evaluation of head pose features for stress detection and classification. BHI Giorgos A. Giannakakis, Dimitris Manousos, Vaggelis Chaniotakis, Manolis Tsiknakis
2018	—	`conf`	Function Approximation for Medical Image Registration. TSP Constantinos Spanakis, Emmanuel Mathioudakis, Manolis Tsiknakis, Nikos Kampanis, Kostas Marias
2018	B	`conf`	Head Movements in Context of Speech during Stress Induction. FG Giorgos A. Giannakakis, Dimitris Manousos, Panagiotis G. Simos, Manolis Tsiknakis
2018	—	`conf`	Implementing a data management infrastructure for big healthcare data. BHI Haridimos Kondylakis, Lefteris Koumakis, Manolis Tsiknakis, Kostas Marias
2018	—	`conf`	Machine Learning Techniques for Automatic Depression Assessment. TSP Anna Maridaki, Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis
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	—	`conf`	Detecting Depression Using Voice Signal Extracted by Chatbots: A Feasibility Study. ArtsIT/DLI Alexandros Roniotis, Manolis Tsiknakis
2017	B	`conf`	Detection and Management of Depression in Cancer Patients Using Augmented Reality Technologies, Multimodal Signal Processing and Persuasive Interfaces. CBMS Alexandros Roniotis, Haridimos Kondylakis, Manolis Tsiknakis
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	A	`conf`	Glottal Source Features for Automatic Speech-Based Depression Assessment. INTERSPEECH Olympia Simantiraki, Paulos Charonyktakis, Anastasia Pampouchidou, Manolis Tsiknakis, Martin Cooke
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 computational platform for continuous seizure anticipation, monitoring and clinical evaluation. pHealth Giorgos A. Giannakakis, Matthew Pediaditis, George Stavrinidis, George Konstantinidis, Vangelis Kritsotakis, Vassilios D. Tsakanikas, Michael Ligerakis, Vangelis Sakkalis, Pelagia Vorgia, Manolis Tsiknakis
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`	Estimating normal and abnormal activities using smartphones. pHealth Charikleia Chatzaki, Matthew Pediaditis, George Vavoulas, Manolis Tsiknakis
2016	—	`conf`	Human Daily Activity and Fall Recognition Using a Smartphone's Acceleration Sensor. ICT4AgeingWell (Selected Papers) Charikleia Chatzaki, Matthew Pediaditis, George Vavoulas, Manolis Tsiknakis
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`	Stress Detection from Speech Using Spectral Slope Measurements. MindCare/Fabulous Olympia Simantiraki, Giorgos A. Giannakakis, Anastasia Pampouchidou, Manolis Tsiknakis
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`	The MobiAct Dataset: Recognition of Activities of Daily Living using Smartphones. ICT4AgeingWell George Vavoulas, Charikleia Chatzaki, Thodoris Malliotakis, Matthew Pediaditis, Manolis Tsiknakis
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	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`	Designing a patient monitoring system for bipolar disorder using Semantic Web technologies. EMBC Chryssa H. Thermolia, Ekaterini S. Bei, Euripides G. M. Petrakis, Vangelis Kritsotakis, Manolis Tsiknakis, Vangelis Sakkalis
2015	—	`conf`	Detection of stress/anxiety state from EEG features during video watching. EMBC Giorgos A. Giannakakis, Dimitris Grigoriadis, Manolis Tsiknakis
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`	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
2015	—	`conf`	Semantically-enabled Personal Medical Information Recommender. ISWC (Posters & Demos) Haridimos Kondylakis, Lefteris Koumakis, Maria Psaraki, Georgia Troullinou, Maria Chatzimina, Eleni Kazantzaki, Konstantinos Marias, Manolis Tsiknakis
2015	—	`conf`	Standardized Data Sharing in a Paediatric Oncology Research Network - A Proof-of-Concept Study. eHealth Nina Hochedlinger, Michael Nitzlnader, Markus Falgenhauer, Stefan Welte, Dieter Hayn, Lefteris Koumakis, George Potamias, Manolis Tsiknakis, Davide Saraceno, Eugenia Rinaldi, Ruth Ladenstein, Günter Schreier
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	—	`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	J	`jnl`	Guest Editorial: Computational Solutions to Large-Scale Data Management and Analysis in Translational and Personalized Medicine. IEEE J. Biomed. Health Informatics Manolis Tsiknakis, Vasilis J. Promponas, Norbert M. Graf, May D. Wang, Stephen T. C. Wong, Nikolaos G. Bourbakis, Constantinos S. Pattichis
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`	Natural Language Processing for Biomedical Tools Discovery: A Feasibility Study and Preliminary Results. BIS Pepi Sfakianaki, Lefteris Koumakis, Stelios Sfakianakis, Manolis Tsiknakis
2014	J	`jnl`	Ontology-Driven Monitoring of Patient's Vital Signs Enabling Personalized Medical Detection and Alert. Sensors Anna Hristoskova, Vangelis Sakkalis, Giorgos Zacharioudakis, Manolis Tsiknakis, Filip De Turck
2014	—	`conf`	PMIR: A Personal Medical Information Recommender. MIE Haridimos Kondylakis, Lefteris Koumakis, Stefan Rüping, Eleni Kazantzaki, Kostas Marias, Manolis Tsiknakis
2014	J	`jnl`	The MobiFall Dataset: Fall Detection and Classification with a Smartphone. Int. J. Monit. Surveillance Technol. Res. George Vavoulas, Matthew Pediaditis, Charikleia Chatzaki, Emmanouil Spanakis, Manolis Tsiknakis
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	C	`conf`	miRNA Based Pathway Analysis Tool in Nephroblastoma as a Proof of Principle for other Cancer Domains. BIBE Lefteris Koumakis, George Potamias, Stelios Sfakianakis, Vassilis Moustakis, Michalis E. Zervakis, Norbert M. Graf, Manolis Tsiknakis
2013	C	`conf`	A virtual individual's model based on facial expression analysis: A non-intrusive approach for wellbeing monitoring and self-management. BIBE Franco Chiarugi, Eirini Christinaki, Sara Colantonio, Giuseppe Coppini, Paolo Marraccini, Matthew Pediaditis, Ovidio Salvetti, Manolis Tsiknakis
2013	—	`conf`	Absence seizure epilepsy detection using linear and nonlinear eeg analysis methods. EMBC Vangelis Sakkalis, Giorgos A. Giannakakis, Christina Farmaki, Abdou Mousas, Matthew Pediaditis, Pelagia Vorgia, Manolis Tsiknakis
2013	—	`conf`	An approach to absence epileptic seizures detection using Approximate Entropy. EMBC Giorgos A. Giannakakis, Vangelis Sakkalis, Matthew Pediaditis, Christina Farmaki, Pelagia Vorgia, Manolis Tsiknakis
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	C	`conf`	Synchronization coupling investigation using ICA cluster analysis in resting MEG signals in reading difficulties. BIBE Marios Antonakakis, Giorgos A. Giannakakis, Manolis Tsiknakis, Sifis Micheloyannis, Michalis E. Zervakis
2013	C	`conf`	The MobiFall dataset: An initial evaluation of fall detection algorithms using smartphones. BIBE George Vavoulas, Matthew Pediaditis, Emmanouil Spanakis, Manolis Tsiknakis
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	C	`conf`	A technical infrastructure to support personalized medicine. BIBE Manolis Tsiknakis, Stelios Sfakianakis, Kostas Marias, Norbert M. Graf
2012	—	`conf`	Exploiting advanced video analysis technologies for a smart home monitoring platform for epileptic patients: Technological and legal preconditions. TEMU Matthew Pediaditis, Manolis Tsiknakis, Vangelis Kritsotakis, Spyridon Voutoufianakis, Magdalena Góralczyk, Pelagia Vorgia
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	—	`conf`	Retaining and Exploring Online Remains on YouTube. EIDWT Demosthenes Akoumianakis, Ioannis Kafousis, Nikolas Karadimitriou, Manolis Tsiknakis
2012	—	`conf`	Vision-based absence seizure detection. EMBC Matthew Pediaditis, Manolis Tsiknakis, Lefteris Koumakis, Marianna Karachaliou, Spyridon Voutoufianakis, Pelagia Vorgia
2012	J	`jnl`	Vision-based motion detection, analysis and recognition of epileptic seizures - A systematic review. Comput. Methods Programs Biomed. Matthew Pediaditis, Manolis Tsiknakis, Norbert Leitgeb
2011	—	`conf`	ACGT: Advancing Clinico-genomic trials on cancer - Four years of experience. MIE Luis Martín, Alberto Anguita, Norbert M. Graf, Manolis Tsiknakis, Mathias Brochhausen, Stefan Rüping, Anca I. D. Bucur, Stelios Sfakianakis, Thierry Sengstag, Francesca Buffa, Holger Stenzhorn
2011	J	`jnl`	Multi-platform Data Integration in Microarray Analysis. IEEE Trans. Inf. Technol. Biomed. Georgia Tsiliki, Michalis E. Zervakis, Marina Ioannou, Elias Sanidas, Efstathios Stathopoulos, George Potamias, Manolis Tsiknakis, Dimitris Kafetzopoulos
2011	—	`conf`	Ontology-Driven Monitoring of Patient's Vital Signs Enabling Personalized Medical Detection and Alert. MobiHealth Anna Hristoskova, Vangelis Sakkalis, George Zacharioudakis, Manolis Tsiknakis, Filip De Turck
2011	J	`jnl`	The ACGT Master Ontology and its applications - Towards an ontology-driven cancer research and management system. J. Biomed. Informatics 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, Martin Doerr, Norbert M. Graf, Manolis Tsiknakis
2011	Misc	`conf`	The ACGT project in retrospect: Lessons learned and future outlook. ICCS Anca I. D. Bucur, Stefan Rüping, Thierry Sengstag, Stelios Sfakianakis, Manolis Tsiknakis, Dennis Wegener
2010	C	`conf`	Evaluating Ontologies with NLP-Based Terminologies - A Case Study on ACGT and Its Master Ontology. FOIS Gintare Grigonyte, Mathias Brochhausen, Luis Martín, Manolis Tsiknakis, Johann Haller
2010	—	`conf`	Scientific discovery workflows in bioinformatics: A scenario for the coupling of molecular regulatory pathways and gene-expression profiles. MedInfo Alexandros Kanterakis, Giorgos otamias, Giorgos Zacharioudakis, Lefteris Koumakis, Stelios Sfakianakis, Manolis Tsiknakis
2010	—	`conf`	The ObTiMA System - Ontology-based Managing of Clinical Trials. MedInfo Holger Stenzhorn, Gabriele Weiler, Mathias Brochhausen, Fatima Schera, Vangelis Kritsotakis, Manolis Tsiknakis, Stephan Kiefer, Norbert M. Graf
2009	C	`conf`	A Semantic Infrastructure for the Integration of Bioinformatics Services. ISDA George Zacharioudakis, Lefteris Koumakis, Stelios Sfakianakis, Manolis Tsiknakis
2009	J	`jnl`	Organizational factors affecting successful adoption of innovative eHealth services: A case study employing the FITT framework. Int. J. Medical Informatics Manolis Tsiknakis, Angelina Kouroubali
2009	J	`jnl`	Outcome prediction based on microarray analysis: a critical perspective on methods. BMC Bioinform. Michalis E. Zervakis, Michalis E. Blazadonakis, Georgia Tsiliki, Vasiliki Danilatou, Manolis Tsiknakis, Dimitris Kafetzopoulos
2009	—	`conf`	Web-Based Authoring and Secure Enactment of Bioinformatics Workflows. GPC Workshops Stelios Sfakianakis, Lefteris Koumakis, George Zacharioudakis, Manolis Tsiknakis
2008	C	`conf`	"The European cancer informatics landscape: Challenges for the biomedical informatics community". BIBE Manolis Tsiknakis
2008	J	`jnl`	A Semantic Grid Infrastructure Enabling Integrated Access and Analysis of Multilevel Biomedical Data in Support of Postgenomic Clinical Trials on Cancer. IEEE Trans. Inf. Technol. Biomed. Manolis Tsiknakis, Mathias Brochhausen, Jarek Nabrzyski, Juliusz Pukacki, Stelios Sfakianakis, George Potamias, Christine Desmedt, Dimitris Kafetzopoulos
2008	—	`conf`	A Semantic Grid Services Architecture in Support of Efficient Knowledge Discovery from Multilevel Clinical and Genomic Datasets. HEALTHINF (1) Manolis Tsiknakis, Stelios Sfakianakis, Stefan Rüping, Oswaldo Trelles, Thierry Siestang, Brecht Claerhout, Vassilis Virvilis
2008	C	`conf`	A new gene expression signature related to breast cancer estrogen receptor status. BIBE 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, Stamatis Vassilaros, Manolis Tsiknakis, Anastasia Analyti, George Potamias, Dimitris Tsiftsis, Efstathios Stathopoulos, Dimitris Kafetzopoulos
2008	B	`conf`	An Integrated Clinico-Proteomics Information Management and Analysis Platform. CBMS Manos Kalaitzakis, Vangelis Kritsotakis, Haridimos Kondylakis, George Potamias, Manolis Tsiknakis, Dimitris Kafetzopoulos
2008	—	`conf`	An Ontology Based Method to Solve Query Identifier Heterogeneity in Post-Genomic Clinical Trials. MIE Alberto Anguita, Luis Martín, José Crespo, Manolis Tsiknakis
2008	—	`conf`	Applications of the ACGT Master Ontology on Cancer. OTM Workshops Mathias Brochhausen, Gabriele Weiler, Luis Martín, Cristian Cocos, Holger Stenzhorn, Norbert M. Graf, Martin Doerr, Manolis Tsiknakis, Barry Smith
2008	—	`conf`	Ontology Based Integration of Distributed and Heterogeneous Data Sources in ACGT. HEALTHINF (1) 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
2008	C	`conf`	Performance validation of microarray analysis methods. BIBE Michalis E. Zervakis, Michalis E. Blazadonakis, A. Banti, Dimitris Kafetzopoulos, Vasiliki Danilatou, Manolis Tsiknakis
2008	C	`conf`	Proteomic based identification of cancer biomarkers: The LOCCANDIA integrated platform. BIBE Manos Kalaitzakis, Vangelis Kritsotakis, Pierre Grangeat, Caroline Paulus, Laurent Gerfault, Manuel Perez, Carmen Reina, George Potamias, Manolis Tsiknakis, Dimitris Kafetzopoulos, Pierre-Alain Binz
2008	B	`conf`	The ACGT Master Ontology on Cancer - A New Terminology Source for Oncological Practice. CBMS Mathias Brochhausen, Gabriele Weiler, Cristian Cocos, Holger Stenzhorn, Norbert M. Graf, Martin Doerr, Manolis Tsiknakis
2007	—	`conf`	Data Access and Management in ACGT: Tools to Solve Syntactic and Semantic Heterogeneities Between Clinical and Image Databases. ER Workshops Luis Martín, Erwin Bonsma, Alberto Anguita, Jeroen Vrijnsen, Miguel García-Remesal, José Crespo, Manolis Tsiknakis, Victor Maojo
2007	J	`jnl`	Delivering a Lifelong Integrated Electronic Health Record Based on a Service Oriented Architecture. IEEE Trans. Inf. Technol. Biomed. Dimitrios G. Katehakis, Stelios Sfakianakis, G. Kavlentakis, Dimitris N. Anthoulakis, Manolis Tsiknakis
2007	—	`conf`	Extending Workflow Management for Knowledge Discovery in Clinico-Genomic Data. HealthGrid Stefan Rüping, Stelios Sfakianakis, Manolis Tsiknakis
2007	—	`conf`	Knowledge Discovery Scientific Workflows in Clinico-Genomics. ICTAI (1) George Potamias, Lefteris Koumakis, Alexandros Kanterakis, Stelios Sfakianakis, Anastasia Analyti, Vassilis Moustakis, Dimitris Kafetzopoulos, Stefan Rüping, Manolis Tsiknakis
2007	Misc	`conf`	Mining Interesting Clinico-Genomic Associations: The HealthObs Approach. AIAI George Potamias, Lefteris Koumakis, Alexandros Kanterakis, Vassilis Moustakis, Dimitris Kafetzopoulos, Manolis Tsiknakis
2007	J	`jnl`	Open Grid Services for Improving Medical Knowledge Discovery. ERCIM News Manolis Tsiknakis
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
2004	—	`conf`	A health information infrastructure enabling secure access to the life-long multimedia electronic health record. CARS Manolis Tsiknakis, Dimitrios G. Katehakis, Stelios C. Orphanoudakis
2004	—	`conf`	An open eHealth platform for health management using adaptable service profiles. CARS Catherine E. Chronaki, P. Lelis, Franco Chiarugi, D. Trypakis, K. Moumouris, Nikos Stavrakis, Georgios Kavlentakis, N. Stathiakis, Manolis Tsiknakis, Stelios C. Orphanoudakis
2003	—	`conf`	Supporting Population Centered Medical Decision Making: Design Recommendations and Preliminary Assessment. HCI (4) George Potamias, Lefteris Koumakis, Giorgos Charissis, Vassilis Moustakis, Manolis Tsiknakis, Stelios C. Orphanoudakis
2003	—	`conf`	The Integrated Electronic Health Record: Accessibility, Usability and Security Issues. HCI (4) Stelios C. Orphanoudakis, Manolis Tsiknakis, Dimitris N. Anthoulakis, Constantine Stephanidis
2002	J	`jnl`	An open, component-based information infrastructure for integrated health information networks. Int. J. Medical Informatics Manolis Tsiknakis, Dimitrios G. Katehakis, Stelios C. Orphanoudakis
2001	—	`conf`	An Open, Component-based Information Infrastructure to Support Integrated Regional Healthcare Networks. MedInfo Dimitrios G. Katehakis, Stavros Kostomanolakis, Manolis Tsiknakis, Stelios C. Orphanoudakis
2001	—	`conf`	Teleradiology services within the context of an integrated regional network. CARS Manolis Tsiknakis, Catherine E. Chronaki, Stavros Kostomanolakis, Stelios C. Orphanoudakis
2000	B	`conf`	Information Society Technologies in Healthcare. SOFSEM Dimitrios G. Katehakis, Manolis Tsiknakis, Stelios C. Orphanoudakis
2000	—	`conf`	Seamless Integration of Healthcare Processes related to Image Management and Communication in Primary Healthcare Centers. EuroPACS Stavros Kostomanolakis, G. Kavlentakis, Vangelis Sakkalis, Catherine E. Chronaki, Manolis Tsiknakis, Stelios C. Orphanoudakis
1997	J	`jnl`	An Integrated Architecture for the Provision of Health Telematic Services Based on Digital Library Technologies. Int. J. Digit. Libr. Manolis Tsiknakis, Catherine E. Chronaki, Sarantos Kapidakis, Christos Nikolaou, Stelios C. Orphanoudakis
1997	J	`jnl`	WebOnCOLL: medical collaboration in regional healthcare networks. IEEE Trans. Inf. Technol. Biomed. Catherine E. Chronaki, Dimitrios G. Katehakis, Xenophon Zabulis, Manolis Tsiknakis, Stelios C. Orphanoudakis
1996	J	`jnl`	Intelligent image management in a distributed PACS and telemedicine environment. IEEE Commun. Mag. Manolis Tsiknakis, Dimitrios G. Katehakis, Stelios C. Orphanoudakis