Diffusion Modelling Tool (DMT) for the analysis of Diffusion Weighted Imaging (DWI) Magnetic Resonance Imaging (MRI) data. - Georgios C. Manikis; Katerina Nikiforaki; Nikolaos Papanikolaou 003; Kostas Marias (CGI (Short Papers), 2016)

Visualizing tumor environment with perfusion and diffusion MRI: Computational challenges. - Kostas Marias; Katerina Nikiforaki; Georgios C. Manikis; Eleftherios Kontopodis; Nikolaos Papanikolaou 003 (CGI (Short Papers), 2016)

A model-free approach for imaging tumor hypoxia from DCE-MRI data. - Maria Venianaki; Eleftherios Kontopodis; Katerina Nikiforaki; Eelco de Bree; Ovidio Salvetti; Kostas Marias (CGI (Short Papers), 2016)

Incremental diagnostic information obtained via novel Dynamic Contrast Enhanced MRI framework applied on Multiple Sclerosis patients: A preliminary study. - Eleftherios E. Kontopodis; Georgios C. Manikis; Katerina Nikiforaki; Maria Venianaki; Kostas Marias; Thomas G. Maris; Apostolos Karantanas; Efrosini Papadaki (BHI, 2018)

Assessment of soft-tissue sarcomas perfusion using data-driven techniques. - Maria Venianaki; Apostolos Karantanas; Eelco de Bree; Thomas G. Maris; Eleftherios Kontopodis; Katerina Nikiforaki; Ovidio Salvetti; Kostas Marias (BHI, 2018)

DCE-MRI radiomics features for predicting breast cancer neoadjuvant therapy response. - Eleftherios Kontopodis; Georgios C. Manikis; Iraklis Skepasianos; K. Tzagkarakis; Katerina Nikiforaki; Georgios Z. Papadakis; Thomas G. Maris; Efrosini Papadaki; Apostolos Karantanas; Kostas Marias (IST, 2018)

Pattern recognition and pharmacokinetic methods on DCE-MRI data for tumor hypoxia mapping in sarcoma. - Maria Venianaki; Ovidio Salvetti; Eelco de Bree; Thomas G. Maris; Apostolos Karantanas; Eleftherios Kontopodis; Katerina Nikiforaki; Kostas Marias (Multim. Tools Appl., 2018)

Correction to: Pattern recognition and pharmacokinetic methods on DCE-MRI data for tumor hypoxia mapping in sarcoma. - Maria Venianaki; Ovidio Salvetti; Eelco de Bree; Thomas G. Maris; Apostolos Karantanas; Eleftherios Kontopodis; Katerina Nikiforaki; Kostas Marias (Multim. Tools Appl., 2018)

Correlation of DWI and DCE MRI Markers for the Study of Perfusion of the Lower Limb in Patients with Peripheral Arterial Disease. - Georgios S. Ioannidis; Katerina Nikiforaki; Apostolos Karantanas (BIBE, 2019)

INN: Inflated Neural Networks for IPMN Diagnosis. - Rodney LaLonde; Irene Tanner; Katerina Nikiforaki; Georgios Z. Papadakis; Pujan Kandel; Candice W. Bolan; Michael B. Wallace; Ulas Bagci (MICCAI (5), 2019)

Investigating the Correlation of Ktrans With Semi-Quantitative MRI Parameters Towards More Robust and Reproducible Perfusion Imaging Biomarkers in Three Cancer Types. - Georgios S. Ioannidis; Thomas G. Maris; Katerina Nikiforaki; Apostolos Karantanas; Kostas Marias (IEEE J. Biomed. Health Informatics, 2019)

Investigating the Role of Model-Based and Model-Free Imaging Biomarkers as Early Predictors of Neoadjuvant Breast Cancer Therapy Outcome. - Eleftherios Kontopodis; Maria Venianaki; Georgios C. Manikis; Katerina Nikiforaki; Ovidio Salvetti; Efrosini Papadaki; Georgios Z. Papadakis; Apostolos Karantanas; Kostas Marias (IEEE J. Biomed. Health Informatics, 2019)

Extending 2-D Convolutional Neural Networks to 3-D for Advancing Deep Learning Cancer Classification With Application to MRI Liver Tumor Differentiation. - Eleftherios Trivizakis; Georgios C. Manikis; Katerina Nikiforaki; Konstantinos Drevelegas; Manos Constantinides; Antonios Drevelegas; Kostas Marias (IEEE J. Biomed. Health Informatics, 2019)

T2* relaxometry tool for calibration and quantification of iron concentration based on multi echo MRI data. - Georgios S. Ioannidis; Katerina Nikiforaki; Georgios Kalaitzakis; Themistoklis Boursianis; Grigorios Antonopoulos; Thomas G. Maris; Kostas Marias (IST, 2022)

MAMA-MIA: A Large-Scale Multi-Center Breast Cancer DCE-MRI Benchmark Dataset with Expert Segmentations. - Lidia Garrucho; Claire-Anne Reidel; Kaisar Kushibar; Smriti Joshi; Richard Osuala; Apostolia Tsirikoglou; Maciej Bobowicz; Javier del Riego; Alessandro Catanese; Katarzyna Gwozdziewicz; Maria-Laura Cosaka; Pasant M. Abo-Elhoda; et al. (CoRR, 2024)

Image Quality Assessment Tool for Conventional and Dynamic Magnetic Resonance Imaging Acquisitions. - Katerina Nikiforaki; Ioannis Karatzanis; Aikaterini Dovrou; Maciej Bobowicz; Katarzyna Gwozdziewicz; Oliver Díaz; Manolis Tsiknakis; Dimitrios I. Fotiadis; Karim Lekadir; Kostas Marias (J. Imaging, 2024)

Label-Free Machine Learning-Based Segmentation of Whole-Body Bone Marrow Imaging in Multiple Myeloma. - Emmanouil Koutoulakis; Eleftherios Trivizakis; Vassilis Koutoulidis; Lia A. Moulopoulos; Evangelos Terpos; Ioannis Ntanasis-Stathopoulos; Panagiotis Malandrakis; Panagiotis Grigoropoulos; Panagiotis Papadopoulos; Katerina Nikiforaki; Nikolaos Papanikolaou 003; Dimitrios I. Fotiadis; et al. (SACI, 2025)

Radiocytogenetics in Multiple Myeloma: Predicting Cytogenetic Aberrations from WBCT Imaging Features. - Eleftherios Trivizakis; Emmanouil Koutoulakis; Vassilis Koutoulidis; Lia A. Moulopoulos; Evangelos Terpos; Ioannis Ntanasis-Stathopoulos; Panagiotis Malandrakis; Panagiotis Grigoropoulos; Panagiotis Papadopoulos; Katerina Nikiforaki; Nikolaos Papanikolaou 003; Dimitrios I. Fotiadis; et al. (SACI, 2025)

Texture Preserving Deep Learning-Based Noise Reduction for Anatomical Magnetic Resonance Images and its Impact on Imaging Features. - Eleftherios Trivizakis; Eugenia Mylona; Katerina Nikiforaki; Dimitrios I. Zaridis; Manolis Tsiknakis; Dimitrios I. Fotiadis; Nikolaos S. Tachos; Daniele Regge; Nikolaos Papanikolaou 003; Kostas Marias (SACI, 2025)