Ioannis Kalatzis

Improving brain tumor characterization on MRI by probabilistic neural networks and non-linear transformation of textural features

Pantelis Georgiadis, Ioannis Kalatzis, George C. Kagadis et al. · Computer Methods and Programs in Biomedicine · 2007 · 134 citations

Brain Tumor Characterization, Image Analysis, Engineering +14

Enhancing the discrimination accuracy between metastases, gliomas and meningiomas on brain MRI by volumetric textural features and ensemble pattern recognition methods

Pantelis Georgiadis, D. Cavouras, Ioannis Kalatzis et al. · Magnetic Resonance Imaging · 2008 · 80 citations

Neuro-oncology, Engineering, Neuroimaging Modality +15

Design and implementation of an SVM-based computer classification system for discriminating depressive patients from healthy controls using the P600 component of ERP signals

Ioannis Kalatzis, N. Piliouras, Errikos-Chaim Ventouras et al. · Computer Methods and Programs in Biomedicine · 2003 · 79 citations

Support Vector Machine, Mental Health Monitoring, Health Informatics +15

Design of a multi-classifier system for discriminating benign from malignant thyroid nodules using routinely H&E-stained cytological images

Antonis Daskalakis, Spiros Kostopoulos, Panagiota Spyridonos et al. · Computers in Biology and Medicine · 2007 · 56 citations

Image Analysis, Engineering, Medical Imaging +15

On the response of Y3Al5O12: Ce (YAG: Ce) powder scintillating screens to medical imaging X-rays

I. Kandarakis, D. Cavouras, I. Sianoudis et al. · Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment · 2004 · 42 citations

Engineering, Health Sciences, Microscopy +7