Brain lesion classification using 3T MRS spectra and paired SVM kernels. - Ioannis N. Dimou; Ioannis Tsougos; Evaggelia E. Tsolaki; Evanthia Kousi; Eftychia E. Kapsalaki; Kyriaki Theodorou; Michail G. Kounelakis; Michalis E. Zervakis (Biomed. Signal Process. Control., 2011)

Strengths and Weaknesses of 1.5T and 3T MRS Data in Brain Glioma Classification. - Michail G. Kounelakis; Ioannis N. Dimou; Michael E. Zervakis; Ioannis Tsougos; Evangelia E. Tsolaki; Evanthia Kousi; Eftychia E. Kapsalaki; Kyriaki Theodorou (IEEE Trans. Inf. Technol. Biomed., 2011)

Automated differentiation of glioblastomas from intracranial metastases using 3T MR spectroscopic and perfusion data. - Evangelia E. Tsolaki; Patricia Svolos; Evanthia Kousi; Eftychia E. Kapsalaki; Konstantinos Fountas; Kyriaki Theodorou; Ioannis Tsougos (Int. J. Comput. Assist. Radiol. Surg., 2013)

Fast spectroscopic multiple analysis (FASMA) for brain tumor classification: a clinical decision support system utilizing multi-parametric 3T MR data. - Evangelia E. Tsolaki; Patricia Svolos; Evanthia Kousi; Eftychia E. Kapsalaki; Ioannis Fezoulidis; Konstantinos Fountas; Kyriaki Theodorou; Constantine Kappas; Ioannis Tsougos (Int. J. Comput. Assist. Radiol. Surg., 2015)

Exploiting morphology and texture of 3D tumor models in DTI for differentiating glioblastoma multiforme from solitary metastasis. - Alexandros Vamvakas; Ioannis Tsougos; Nikolaos Arikidis; Eftychia E. Kapsalaki; Konstantinos Fountas; Ioannis Fezoulidis; Lena Costaridou (Biomed. Signal Process. Control., 2018)

Application of Radiomics and Decision Support Systems for Breast MR Differential Diagnosis. - Ioannis Tsougos; Alexandros Vamvakas; Constantine Kappas; Ioannis Fezoulidis; Katerina Vassiou (Comput. Math. Methods Medicine, 2018)

PET Counting Response Variability Depending on Tumor Location, Activity, and Patient Obesity: A Feasibility Study of Solitary Pulmonary Nodule Using Monte Carlo. - Lampros Theodorakis; George Loudos; V. Prassopoulos; Constantine Kappas; Ioannis Tsougos; Panagiotis Georgoulias (IEEE Trans. Medical Imaging, 2019)

PCaGuard: A Software Platform to Support Optimal Management of Prostate Cancer. - Ioannis Tamposis; Ioannis Tsougos; Anastasios Karatzas; Katerina Vassiou; Marianna Vlychou; Vasileios Tzortzis (Appl. Clin. Inform., 2022)

Harmonizing Radiomics and Interpretable AI: Precision and Transparency in Oncological Prognostication. - Sotiris Raptis; Ioannis Tsougos; Kiki Theodorou; Christos Ilioudis (ISBI, 2024)