Georgios C. Manikis

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 23

Top Topics

Diffusion Weighted Imaging

Machine Learning

Diabetic Retinopathy

Top Venues

Publications

Nikos Tsiknakis, Evangelos Tzoras, Ioannis Zerdes, Georgios C. Manikis, Balazs Acs, Johan Hartman, Thomas Hatschek, Theodoros Foukakis, Kostas Marias
Multiresolution Self-Supervised Feature Integration via Attention Multiple Instance Learning for Histopathology Analysis. EMBC (2023)
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)
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
. BIBM (2023)
Georgia S. Karanasiou, Lefteris Koumakis, Stelios Sfakianakis, Georgios C. Manikis, Gregory Kalliatakis, A. Antoniades, L. Lakkas, D. Mauri, C. Cipolla, Ketti Mazzocco, A. Papakonstantinou, G. Filippatos, A. Constantinidou, B. Seruga, C. Conti, Anca I. D. Bucur, E. Pacella, Kostas Marias, Manolis Tsiknakis, Dimitris I. Fotiadis
CARDIOCARE: An integrated platform for the management of elderly multimorbid patients with breast cancer therapy induced cardiac toxicity. EMBC (2023)
Elisavet Stamoulou, Constantinos Spanakis, Georgios C. Manikis, Georgia S. Karanasiou, Grigoris Grigoriadis, Theodoros Foukakis, Manolis Tsiknakis, Dimitrios I. Fotiadis, Kostas Marias
Harmonization Strategies in Multicenter MRI-Based Radiomics. J. Imaging 8 (11) (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)
Dimitrios Theodoropoulos, Georgios C. Manikis, Kostas Marias, Giorgos Papadourakis
Semantic Segmentation of Diabetic Retinopathy Lesions, Using a UNET with Pretrained Encoder. EANN (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)
Nikos Tsiknakis, Dimitris Theodoropoulos, Georgios C. Manikis, Emmanouil Ktistakis, Ourania Boutsora, Alexa Berto, Fabio Scarpa, Alberto Scarpa, Dimitrios I. Fotiadis, Kostas Marias
Deep learning for diabetic retinopathy detection and classification based on fundus images: A review. Comput. Biol. Medicine 135 (2021)
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)
Eleftherios Trivizakis, Georgios C. Manikis, Katerina Nikiforaki, Konstantinos Drevelegas, Manos Constantinides, Antonios Drevelegas, Kostas Marias
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 23 (3) (2019)
Nicholas J. Simos, Georgios C. Manikis, Efrosini Papadaki, Eleftherios Kavroulakis, George Bertsias, Konstantinos Marias
Machine Learning Classification of Neuropsychiatric Systemic Lupus Erythematosus patients using resting-state fMRI functional connectivity. IST (2019)
Eleftherios Kontopodis, Maria Venianaki, Georgios C. Manikis, Katerina Nikiforaki, Ovidio Salvetti, Efrosini Papadaki, Georgios Z. Papadakis, Apostolos Karantanas, Kostas Marias
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 23 (5) (2019)
Georgios C. Manikis, Kostas Marias, E. Alissandrakis, L. Perrotto, E. Savvidaki, Nikolaos Vidakis
Pollen Grain Classification using Geometrical and Textural Features. IST (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)
Georgios C. Manikis, Maria Venianaki, Iraklis Skepasianos, Georgios Z. Papadakis, Thomas G. Maris, Sofia Agelaki, Apostolos Karantanas, Kostas Marias
Scale-Space DCE-MRI Radiomics Analysis Based on Gabor Filters for Predicting Breast Cancer Therapy Response. BIBE (2019)
Anastasia Pentari, Grigorios Tsagkatakis, Kostas Marias, Georgios C. Manikis, Nikolaos Kartalis, Nikolaos Papanikolaou, Panagiotis Tsakalides
Sparse Representations on DW-MRI: A Study on Pancreas. BIBE (2019)
Eleftherios Kontopodis, Georgios C. Manikis, Iraklis Skepasianos, K. Tzagkarakis, Katerina Nikiforaki, Georgios Z. Papadakis, Thomas G. Maris, Efrosini Papadaki, Apostolos Karantanas, Kostas Marias
DCE-MRI radiomics features for predicting breast cancer neoadjuvant therapy response. IST (2018)
Eleftherios E. Kontopodis, Georgios C. Manikis, Katerina Nikiforaki, Maria Venianaki, Kostas Marias, Thomas G. Maris, Apostolos Karantanas, Efrosini Papadaki
Incremental diagnostic information obtained via novel Dynamic Contrast Enhanced MRI framework applied on Multiple Sclerosis patients: A preliminary study. BHI (2018)
Marios Spanakis, Georgios C. Manikis, Sakshi Porwal, Emmanouil G. Spanakis
Developing a Context-Dependent Tuning Framework of Multi-channel Biometrics that Combine Audio-Visual Characteristics for Secure Access of an eHealth Platform. MobiHealth (2017)
Kostas Marias, Katerina Nikiforaki, Georgios C. Manikis, Eleftherios Kontopodis, Nikolaos Papanikolaou
Visualizing tumor environment with perfusion and diffusion MRI: Computational challenges. CGI (Short Papers) (2016)
Georgios C. Manikis, Katerina Nikiforaki, Nikolaos Papanikolaou, Kostas Marias
Diffusion Modelling Tool (DMT) for the analysis of Diffusion Weighted Imaging (DWI) Magnetic Resonance Imaging (MRI) data. CGI (Short Papers) (2016)
Georgios C. Manikis, Evaggelia Maniadi, Manolis Tsiknakis, Kostas Marias
Multi-Modal Medical Data Analysis Platform (3MDAP) for analysis and predictive modelling of cancer trial data. IARWISOI (2014)
Ruslan David, Norbert M. Graf, Ioannis Karatzanis, Holger Stenzhorn, Georgios C. Manikis, Vangelis Sakkalis, Georgios S. Stamatakos, Konstantinos Marias
Clinical evaluation of DoctorEye platform in nephroblastoma. IARWISOI (2012)
Alexandros Roniotis, Georgios C. Manikis, Vangelis Sakkalis, Michalis E. Zervakis, Ioannis Karatzanis, Kostas Marias
High-Grade Glioma Diffusive Modeling Using Statistical Tissue Information and Diffusion Tensors Extracted from Atlases. IEEE Trans. Inf. Technol. Biomed. 16 (2) (2012)
Vangelis Sakkalis, Georgios C. Manikis, Nikolaos Papanikolaou, Ioannis Karatzanis, Kostas Marias
A software prototype for the assessment of tumor treatment response using diffusion and perfusion MR imaging. EMBC (2012)
Jonathan Zepp, Norbert M. Graf, Holger Stenzhorn, Wolfgang Reith, Ioannis Karatzanis, Georgios C. Manikis, Vangelis Sakkalis, Konstantinos Marias, Georgios S. Stamatakos
An innovative mathematical analysis of routine MRI scans in patients with glioblastoma using DoctorEye. BIBE (2012)
Ioannis N. Dimou, Georgios C. Manikis, Michalis E. Zervakis
Classifier Fusion Approaches for Diagnostic Cancer Models. EMBC (2006)