Panagiotis G. Simos

According to our database, Panagiotis G. Simos authored at least 35 papers between 1996 and 2023.

Collaborative distances:

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

2023

Predicting Quality of Life for Breast Cancer Patients ^*.

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

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022

Multisubject Task-Related fMRI Data Processing via a Two-Stage Generalized Canonical Correlation Analysis.

Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos, Efrosini Papadaki

IEEE Trans. Image Process., 2022

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

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

Biomed. Signal Process. Control., 2022

Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study.

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

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis.

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

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

2021

A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast cancer diagnosis: An initial effort to define resilience effects.

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

Comput. Biol. Medicine, 2021

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

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

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation.

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

Mach. Vis. Appl., 2020

Multi-subject Resting-State fMRI Data Analysis via Generalized Canonical Correlation Analysis.

Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos, Efrosyni Papadaki

Proceedings of the 28th European Signal Processing Conference, 2020

Multi-subject Task-related fMRI Data Analysis via Generalized Canonical Correlation Analysis ^*.

Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos, Efrosyni Papadaki

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

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

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

IEEE Trans. Affect. Comput., 2019

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

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

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

Computational Modeling of Psychological Resilience Trajectories During Breast Cancer Treatment.

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

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

2018

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

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

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

Head Movements in Context of Speech during Stress Induction.

Giorgos A. Giannakakis, Dimitris Manousos, Panagiotis G. Simos, Manolis Tsiknakis

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2017

Neural foundations of overt and covert actions.

Panagiotis G. Simos, Eleftherios Kavroulakis, Thomas G. Maris, Efrosini Papadaki, Themistoklis Boursianis, Giorgos Kalaitzakis, Helen E. Savaki

NeuroImage, 2017

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

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

EURASIP J. Image Video Process., 2017

Stress and anxiety detection using facial cues from videos.

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

Biomed. Signal Process. Control., 2017

Data-Driven Topological Filtering Based on Orthogonal Minimal Spanning Trees: Application to Multigroup Magnetoencephalography Resting-State Connectivity.

Stavros I. Dimitriadis, Marios Antonakakis, Panagiotis G. Simos, Jack M. Fletcher, Andrew C. Papanicolaou

Brain Connect., 2017

Facial geometry and speech analysis for depression detection.

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

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

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

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

Proceedings of the pHealth 2016, 2016

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

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

Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

Classifying children with reading difficulties from non-impaired readers via symbolic dynamics and complexity analysis of MEG resting-state data.

Stavros I. Dimitriadis, Panagiotis G. Simos, Nikolaos A. Laskaris, Spiros Fotopoulos, Jack M. Fletcher, David E. J. Linden, Andrew C. Papanicolaou

Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016

Video-based depression detection using local Curvelet binary patterns in pairwise orthogonal planes.

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

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

2015

Exploring students' affect and achievement goals in the context of an intervention to improve web searching skills.

Dionysia Kroustallaki, Theano Kokkinaki, Georgios D. Sideridis, Panagiotis G. Simos

Comput. Hum. Behav., 2015

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

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

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

Extraction of facial features as indicators of stress and anxiety.

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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2013

Altered temporal correlations in resting-state connectivity fluctuations in children with reading difficulties detected via MEG.

Stavros I. Dimitriadis, Nikolaos A. Laskaris, Panagiotis G. Simos, Sifis Micheloyannis, Jack M. Fletcher, Roozbeh Rezaie, Andrew C. Papanicolaou

NeuroImage, 2013

Single-trial linear correlation analysis: application to characterization of stimulus modality effects.

Christoforos Christoforou, Fofi Constantinidou, Panayiota Shoshilou, Panagiotis G. Simos

Frontiers Comput. Neurosci., 2013

2011

Extracting biomarkers of autism from MEG resting-state functional connectivity networks.

Vassilis Tsiaras, Panagiotis G. Simos, Roozbeh Rezaie, Bhavin R. Sheth, Eleftherios Garyfallidis, Eduardo M. Castillo, Andrew C. Papanicolaou

Comput. Biol. Medicine, 2011

Savion: an interactive cognitive enhancement software for the elderly.

E. Papastefanakis, Th. Miliotis, I. Perissinaki, A. Kyriklaki, A. Gargeraki, E. Peteinaraki, Panagiotis G. Simos, S. Panagiotakis, K. Maniorou, Alexandros N. Vgontzas

Proceedings of the PETRA 2011, 2011

2004

Integrating sensory and motor mapping in a comprehensive MEG protocol: Clinical validity and replicability.

Eduardo M. Castillo, Panagiotis G. Simos, James W. Wheless, James E. Baumgartner, Joshua I. Breier, Rebecca L. Billingsley, Shirin Sarkari, Michele E. Fitzgerald, Andrew C. Papanicolaou

NeuroImage, 2004

2003

Differential brain activation patterns during perception of voice and tone onset time series: a MEG study.

Andrew C. Papanicolaou, Eduardo M. Castillo, Joshua I. Breier, Robert N. Davis, Panagiotis G. Simos, Randy L. Diehl

NeuroImage, 2003

Modulation of brain magnetic activity by different verbal learning strategies.

Fernando Maestú, Panagiotis G. Simos, Pablo Campo, Alberto Fernández, Carlos Amo, Nuria Paul, Javier González-Marqués, Tomás Ortiz

NeuroImage, 2003

1996

Nonlinear alignment and averaging for estimating the evoked potential.

Lalit Gupta, Dennis Molfese, Ravi Tammana, Panagiotis G. Simos

IEEE Trans. Biomed. Eng., 1996