Panagiotis G. Simos

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 27

Top Topics

Canonical Correlation Analysis

Top Venues

Biomed. Signal Process. Control.

Publications

Christos Raspoptsis, Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Paula Poikonen-Saksela, Panagiotis G. Simos, Evangelos Karademas, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Dimitrios I. Fotiadis
. BHI (2023)
Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos, Efrosini Papadaki
Multisubject Task-Related fMRI Data Processing via a Two-Stage Generalized Canonical Correlation Analysis. IEEE Trans. Image Process. 31 (2022)
Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Paula Poikonen-Saksela, Ketti Mazzocco, Chiara Marzorati, Ruth Pat-Horenczyk, Ilan Roziner, Berta Sousa, Albino J. Oliveira-Maia, Panagiotis G. Simos, Dimitrios I. Fotiadis
Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study. EMBC (2022)
Anastasia Pentari, George Tzagkarakis, Panagiotis Tsakalides, Panagiotis G. Simos, George Bertsias, Eleftherios Kavroulakis, Kostas Marias, Nicholas J. Simos, Efrosini Papadaki
Changes in resting-state functional connectivity in neuropsychiatric lupus: A dynamic approach based on recurrence quantification analysis. Biomed. Signal Process. Control. 72 (Part) (2022)
Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Evangelos Karademas, Kostas Marias, Ketti Mazzocco, Paula Poikonen-Saksela, Ruth Pat-Horenczyk, Berta Sousa, Panagiotis G. Simos, Dimitrios I. Fotiadis
Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis. BHI (2022)
Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Paula Poikonen-Saksela, Ketti Mazzocco, Chiara Marzorati, Ruth Pat-Horenczyk, Ilan Roziner, Berta Sousa, Albino J. Oliveira-Maia, Panagiotis G. Simos, Dimitrios I. Fotiadis
. EMBC (2021)
Konstantina Kourou, Georgios C. Manikis, Paula Poikonen-Saksela, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Albino J. Oliveira-Maia, Johanna Mattson, Ilan Roziner, Greta Pettini, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Panagiotis G. Simos, Dimitrios I. Fotiadis
A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast cancer diagnosis: An initial effort to define resilience effects. Comput. Biol. Medicine 131 (2021)
Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos, Efrosyni Papadaki
. EMBC (2020)
Paris A. Karakasis, Athanasios P. Liavas, Nicholas D. Sidiropoulos, Panagiotis G. Simos, Efrosyni Papadaki
Multi-subject Resting-State fMRI Data Analysis via Generalized Canonical Correlation Analysis. EUSIPCO (2020)
Anastasia Pampouchidou, Matthew Pediaditis, Eleni Kazantzaki, Stelios Sfakianakis, I. A. Apostolaki, K. Argyraki, Dimitris Manousos, Fabrice Mériaudeau, Kostas Marias, F. Yang, Manolis Tsiknakis, Maria Basta, Alexandros N. Vgontzas, Panagiotis G. Simos
Automated facial video-based recognition of depression and anxiety symptom severity: cross-corpus validation. Mach. Vis. Appl. 31 (4) (2020)
Haridimos Kondylakis, Lefteris Koumakis, Dimitrios G. Katehakis, Angelina Kouroubali, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Evangelos Karademas
Developing a Data Infrastructure for Enabling Breast Cancer Women to BOUNCE Back. CBMS (2019)
Anastasia Pampouchidou, Panagiotis G. Simos, Kostas Marias, Fabrice Mériaudeau, Fan Yang, Matthew Pediaditis, Manolis Tsiknakis
Automatic Assessment of Depression Based on Visual Cues: A Systematic Review. IEEE Trans. Affect. Comput. 10 (4) (2019)
Georgios C. Manikis, Ruth Pat-Horenczyk, Dimitrios I. Fotiadis, Manolis Tsiknakis, Panagiotis G. Simos, Konstantina Kourou, Paula Poikonen-Saksela, Haridimos Kondylakis, Evangelos Karademas, Kostas Marias, Dimitrios G. Katehakis, Lefteris Koumakis, Angelina Kouroubali
Computational Modeling of Psychological Resilience Trajectories During Breast Cancer Treatment. BIBE (2019)
Giorgos A. Giannakakis, Dimitris Manousos, Panagiotis G. Simos, Manolis Tsiknakis
Head Movements in Context of Speech during Stress Induction. FG (2018)
Dimitra Bourou, Anastasia Pampouchidou, Manolis Tsiknakis, Kostas Marias, Panagiotis G. Simos
Video-based Pain Level Assessment: Feature Selection and Inter-Subject Variability Modeling. TSP (2018)
Anastasia Pampouchidou, Matthew Pediaditis, Anna Maridaki, Muhammad Awais, Calliope-Marina Vazakopoulou, Stelios Sfakianakis, Manolis Tsiknakis, Panagiotis G. Simos, Kostas Marias, Fan Yang, Fabrice Mériaudeau
Quantitative comparison of motion history image variants for video-based depression assessment. EURASIP J. Image Video Process. 2017 (2017)
Panagiotis G. Simos, Eleftherios Kavroulakis, Thomas G. Maris, Efrosini Papadaki, Themistoklis Boursianis, Giorgos Kalaitzakis, Helen E. Savaki
Neural foundations of overt and covert actions. NeuroImage 152 (2017)
Anastasia Pampouchidou, Olympia Simantiraki, Calliope-Marina Vazakopoulou, Charikleia Chatzaki, Matthew Pediaditis, Anna Maridaki, Kostas Marias, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau, Manolis Tsiknakis
Facial geometry and speech analysis for depression detection. EMBC (2017)
Stavros I. Dimitriadis, Marios Antonakakis, Panagiotis G. Simos, Jack M. Fletcher, Andrew C. Papanicolaou
Data-Driven Topological Filtering Based on Orthogonal Minimal Spanning Trees: Application to Multigroup Magnetoencephalography Resting-State Connectivity. Brain Connect. 7 (10) (2017)
Giorgos A. Giannakakis, Matthew Pediaditis, Dimitris Manousos, Eleni Kazantzaki, Franco Chiarugi, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
Stress and anxiety detection using facial cues from videos. Biomed. Signal Process. Control. 31 (2017)
Stavros I. Dimitriadis, Panagiotis G. Simos, Nikolaos A. Laskaris, Spiros Fotopoulos, Jack M. Fletcher, David E. J. Linden, Andrew C. Papanicolaou
Classifying children with reading difficulties from non-impaired readers via symbolic dynamics and complexity analysis of MEG resting-state data. ISSPIT (2016)
Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Fan Yang, Guillaume Lemaitre, Fabrice Mériaudeau
Video-based depression detection using local Curvelet binary patterns in pairwise orthogonal planes. EMBC (2016)
Anastasia Pampouchidou, Olympia Simantiraki, Amir Fazlollahi, Matthew Pediaditis, Dimitris Manousos, Alexandros Roniotis, Giorgos A. Giannakakis, Fabrice Mériaudeau, Panagiotis G. Simos, Kostas Marias, Fan Yang, Manolis Tsiknakis
Depression Assessment by Fusing High and Low Level Features from Audio, Video, and Text. AVEC@ACM Multimedia (2016)
Anastasia Pampouchidou, Eleni Kazantzaki, Ioannis Karatzanis, Kostas Marias, Manolis Tsiknakis, Fabrice Mériaudeau, Fan Yang, Panagiotis G. Simos
Preliminary Evaluation of a Web-Oriented Assessment Tool for Emotion Recognition. pHealth (2016)
Dionysia Kroustallaki, Theano Kokkinaki, Georgios D. Sideridis, Panagiotis G. Simos
Exploring students' affect and achievement goals in the context of an intervention to improve web searching skills. Comput. Hum. Behav. 49 (2015)
Matthew Pediaditis, Giorgos A. Giannakakis, Franco Chiarugi, Dimitris Manousos, Anastasia Pampouchidou, Eirini Christinaki, Galateia Iatraki, Eleni Kazantzaki, Panagiotis G. Simos, Kostas Marias, Manolis Tsiknakis
Extraction of facial features as indicators of stress and anxiety. EMBC (2015)
Anastasia Pampouchidou, Kostas Marias, Manolis Tsiknakis, Panagiotis G. Simos, Fan Yang, Fabrice Mériaudeau
Designing a framework for assisting depression severity assessment from facial image analysis. ICSIPA (2015)
Christoforos Christoforou, Fofi Constantinidou, Panayiota Shoshilou, Panagiotis G. Simos
Single-trial linear correlation analysis: application to characterization of stimulus modality effects. Frontiers Comput. Neurosci. 7 (2013)
Stavros I. Dimitriadis, Nikolaos A. Laskaris, Panagiotis G. Simos, Sifis Micheloyannis, Jack M. Fletcher, Roozbeh Rezaie, Andrew C. Papanicolaou
Altered temporal correlations in resting-state connectivity fluctuations in children with reading difficulties detected via MEG. NeuroImage 83 (2013)
Vassilis Tsiaras, Panagiotis G. Simos, Roozbeh Rezaie, Bhavin R. Sheth, Eleftherios Garyfallidis, Eduardo M. Castillo, Andrew C. Papanicolaou
Extracting biomarkers of autism from MEG resting-state functional connectivity networks. Comput. Biol. Medicine 41 (12) (2011)
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
Integrating sensory and motor mapping in a comprehensive MEG protocol: Clinical validity and replicability. NeuroImage 21 (3) (2004)
Fernando Maestú, Panagiotis G. Simos, Pablo Campo, Alberto Fernández, Carlos Amo, Nuria Paul, Javier González-Marqués, Tomás Ortiz
Modulation of brain magnetic activity by different verbal learning strategies. NeuroImage 20 (2) (2003)
Andrew C. Papanicolaou, Eduardo M. Castillo, Joshua I. Breier, Robert N. Davis, Panagiotis G. Simos, Randy L. Diehl
Differential brain activation patterns during perception of voice and tone onset time series: a MEG study. NeuroImage 18 (2) (2003)