Georgios C. Manikis

34 papers C 5Journal 8Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Semantic Segmentation of Diabetic Retinopathy Lesions Using Deep Learning. SN Comput. Sci. Dimitrios Theodoropoulos, Nikolaos K. Sifakis, Georgios C. Manikis, Giorgos Papadourakis, Konstantinos Armyras, Konstantinos Marias
2024	—	`conf`	Ensuring Model Fairness via Stratified Training: TP53 Mutation Prediction with Estrogen Receptor Stratification in Breast Histopathology. EMBC Nikos Tsiknakis, Kang Wang, Dimitrios Salgkamis, Evangelos Tzoras, Georgios C. Manikis, Emmanouil G. Sifakis, Jonas Bergh, Ioannis Zerdes, Kostas Marias, Alexios Matikas, Theodoros Foukakis
2024	—	`conf`	The Causal Effect of Personality Traits on the Mental Health in Breast Cancer Patients Under the Occurrence of Negative Life Events. PervasiveHealth (1) Aristeidis Petrakis, Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Paula Poikonen-Saksela, Panagiotis G. Simos, Evangelos Karademas, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Dimitrios I. Fotiadis
2024	J	`jnl`	Unveiling the Power of Model-Agnostic Multiscale Analysis for Enhancing Artificial Intelligence Models in Breast Cancer Histopathology Images. IEEE J. Biomed. Health Informatics Nikos Tsiknakis, Georgios C. Manikis, Evangelos Tzoras, Dimitrios Salgkamis, Joan Martinez Vidal, Kang Wang, Dimitris Zaridis, Emmanouil G. Sifakis, Ioannis Zerdes, Jonas Bergh, Johan Hartman, Balazs Acs, Kostas Marias, Theodoros Foukakis
2023	—	`conf`	CARDIOCARE platform: A beyond the state of the art approach for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity BIBM Kostas M. Tsiouris, Grigorios Kalliatakis, Ketti Mazzocco, Bostjan Seruga, Kostas Marias, Georgia S. Karanasiou, Athos Antoniades, Andri Papakonstantinou, Constanza Conti, Manolis Tsiknakis, Stelios Sfakianakis, Lampros Lakkas, Gerasimos Filippatos, Anca I. D. Bucur, Dimitrios I. Fotiadis, Georgios C. Manikis, Davide Mauri, Anastasia Constantinidou, Elsa Pacella
2023	—	`conf`	CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity. EMBC Georgia S. Karanasiou, Lefteris Koumakis, Stelios Sfakianakis, Georgios C. Manikis, Gregory Kalliatakis, Athos Antoniades, Lampros Lakkas, Davide Mauri, C. Cipolla, Ketti Mazzocco, Andri Papakonstantinou, Gerasimos Filippatos, Anastasia Constantinidou, Bostjan Seruga, Constanza Conti, Anca I. D. Bucur, Elsa Pacella, Kostas Marias, Manolis Tsiknakis, Dimitris I. Fotiadis
2023	—	`conf`	Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis. EMBC Nikos Tsiknakis, Evangelos Tzoras, Ioannis Zerdes, Georgios C. Manikis, Balazs Acs, Johan Hartman, Thomas Hatschek, Theodoros Foukakis, Kostas Marias
2023	—	`conf`	Predicting Quality of Life for Breast Cancer Patients BHI Christos Raspoptsis, Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Paula Poikonen-Saksela, Panagiotis G. Simos, Evangelos Karademas, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Dimitrios I. Fotiadis
2022	—	`conf`	Explainable machine learning analysis of longitudinal mental health trajectories after breast cancer diagnosis. BHI Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Evangelos Karademas, Kostas Marias, Ketti Mazzocco, Paula Poikonen-Saksela, Ruth Pat-Horenczyk, Berta Sousa, Panagiotis G. Simos, Dimitrios I. Fotiadis
2022	J	`jnl`	Harmonization Strategies in Multicenter MRI-Based Radiomics. J. Imaging Elisavet Stamoulou, Constantinos Spanakis, Georgios C. Manikis, Georgia S. Karanasiou, Grigoris Grigoriadis, Theodoros Foukakis, Manolis Tsiknakis, Dimitrios I. Fotiadis, Kostas Marias
2022	C	`conf`	Semantic Segmentation of Diabetic Retinopathy Lesions, Using a UNET with Pretrained Encoder. EANN Dimitrios Theodoropoulos, Georgios C. Manikis, Kostas Marias, Giorgos Papadourakis
2022	—	`conf`	Trajectories and Predictors of Depression After Breast Cancer Diagnosis: A 1-year longitudinal study. EMBC Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Paula Poikonen-Saksela, Ketti Mazzocco, Chiara Marzorati, Ruth Pat-Horenczyk, Ilan Roziner, Berta Sousa, Albino J. Oliveira-Maia, Panagiotis G. Simos, Dimitrios I. Fotiadis
2021	J	`jnl`	A machine learning-based pipeline for modeling medical, socio-demographic, lifestyle and self-reported psychological traits as predictors of mental health outcomes after breast cancer diagnosis: An initial effort to define resilience effects. Comput. Biol. Medicine Konstantina Kourou, Georgios C. Manikis, Paula Poikonen-Saksela, Ketti Mazzocco, Ruth Pat-Horenczyk, Berta Sousa, Albino J. Oliveira-Maia, Johanna Mattson, Ilan Roziner, Greta Pettini, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Panagiotis G. Simos, Dimitrios I. Fotiadis
2021	J	`jnl`	Deep learning for diabetic retinopathy detection and classification based on fundus images: A review. Comput. Biol. Medicine Nikos Tsiknakis, Dimitris Theodoropoulos, Georgios C. Manikis, Emmanouil Ktistakis, Ourania Boutsora, Alexa Berto, Fabio Scarpa, Alberto Scarpa, Dimitrios I. Fotiadis, Kostas Marias
2021	—	`conf`	Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests EMBC Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Paula Poikonen-Saksela, Ketti Mazzocco, Chiara Marzorati, Ruth Pat-Horenczyk, Ilan Roziner, Berta Sousa, Albino J. Oliveira-Maia, Panagiotis G. Simos, Dimitrios I. Fotiadis
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	J	`jnl`	Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation. IEEE J. Biomed. Health Informatics Eleftherios Trivizakis, Georgios C. Manikis, Katerina Nikiforaki, Konstantinos Drevelegas, Manos Constantinides, Antonios Drevelegas, Kostas Marias
2019	J	`jnl`	Investigating the Role of Model-Based and Model-Free Imaging Biomarkers as Early Predictors of Neoadjuvant Breast Cancer Therapy Outcome. IEEE J. Biomed. Health Informatics Eleftherios Kontopodis, Maria Venianaki, Georgios C. Manikis, Katerina Nikiforaki, Ovidio Salvetti, Efrosini Papadaki, Georgios Z. Papadakis, Apostolos Karantanas, Kostas Marias
2019	—	`conf`	Machine Learning Classification of Neuropsychiatric Systemic Lupus Erythematosus patients using resting-state fMRI functional connectivity. IST Nicholas John Simos, Georgios C. Manikis, Efrosini Papadaki, Eleftherios Kavroulakis, George Bertsias, Konstantinos Marias
2019	—	`conf`	Pollen Grain Classification using Geometrical and Textural Features. IST Georgios C. Manikis, Kostas Marias, E. Alissandrakis, L. Perrotto, E. Savvidaki, Nikolaos Vidakis
2019	C	`conf`	Scale-Space DCE-MRI Radiomics Analysis Based on Gabor Filters for Predicting Breast Cancer Therapy Response. BIBE Georgios C. Manikis, Maria Venianaki, Iraklis Skepasianos, Georgios Z. Papadakis, Thomas G. Maris, Sofia Agelaki, Apostolos Karantanas, Kostas Marias
2019	C	`conf`	Sparse Representations on DW-MRI: A Study on Pancreas. BIBE Anastasia Pentari, Grigorios Tsagkatakis, Kostas Marias, Georgios C. Manikis, Nikolaos Kartalis, Nikolaos Papanikolaou, Panagiotis Tsakalides
2018	—	`conf`	DCE-MRI radiomics features for predicting breast cancer neoadjuvant therapy response. IST Eleftherios Kontopodis, Georgios C. Manikis, Iraklis Skepasianos, K. Tzagkarakis, Katerina Nikiforaki, Georgios Z. Papadakis, Thomas G. Maris, Efrosini Papadaki, Apostolos Karantanas, Kostas Marias
2018	—	`conf`	Incremental diagnostic information obtained via novel Dynamic Contrast Enhanced MRI framework applied on Multiple Sclerosis patients: A preliminary study. BHI Eleftherios E. Kontopodis, Georgios C. Manikis, Katerina Nikiforaki, Maria Venianaki, Kostas Marias, Thomas G. Maris, Apostolos Karantanas, Efrosini Papadaki
2017	—	`conf`	Developing a Context-Dependent Tuning Framework of Multi-channel Biometrics that Combine Audio-Visual Characteristics for Secure Access of an eHealth Platform. MobiHealth Marios Spanakis, Georgios C. Manikis, Sakshi Porwal, Emmanouil G. Spanakis
2016	—	`conf`	Diffusion Modelling Tool (DMT) for the analysis of Diffusion Weighted Imaging (DWI) Magnetic Resonance Imaging (MRI) data. CGI (Short Papers) Georgios C. Manikis, Katerina Nikiforaki, Nikolaos Papanikolaou, Kostas Marias
2016	—	`conf`	Visualizing tumor environment with perfusion and diffusion MRI: Computational challenges. CGI (Short Papers) Kostas Marias, Katerina Nikiforaki, Georgios C. Manikis, Eleftherios Kontopodis, Nikolaos Papanikolaou
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
2012	—	`conf`	A software prototype for the assessment of tumor treatment response using diffusion and perfusion MR imaging. EMBC Vangelis Sakkalis, Georgios C. Manikis, Nikolaos Papanikolaou, Ioannis Karatzanis, Kostas Marias
2012	C	`conf`	An innovative mathematical analysis of routine MRI scans in patients with glioblastoma using DoctorEye. BIBE Jonathan Zepp, Norbert M. Graf, Holger Stenzhorn, Wolfgang Reith, Ioannis Karatzanis, Georgios C. Manikis, Vangelis Sakkalis, Konstantinos Marias, Georgios S. Stamatakos
2012	—	`conf`	Clinical evaluation of DoctorEye platform in nephroblastoma. IARWISOI Ruslan David, Norbert M. Graf, Ioannis Karatzanis, Holger Stenzhorn, Georgios C. Manikis, Vangelis Sakkalis, Georgios S. Stamatakos, Konstantinos Marias
2012	J	`jnl`	High-Grade Glioma Diffusive Modeling Using Statistical Tissue Information and Diffusion Tensors Extracted from Atlases. IEEE Trans. Inf. Technol. Biomed. Alexandros Roniotis, Georgios C. Manikis, Vangelis Sakkalis, Michalis E. Zervakis, Ioannis Karatzanis, Kostas Marias
2009	—	`ch.`	Pattern Recognition Methods for Acute Myeloid Leukemia (AML) Induction-Treatment Analysis. Computational Intelligence and Bioengineering Georgios C. Manikis, Michail G. Kounelakis, Michalis E. Zervakis
2006	—	`conf`	Classifier Fusion Approaches for Diagnostic Cancer Models. EMBC Ioannis N. Dimou, Georgios C. Manikis, Michalis E. Zervakis