Panagiota Spyridonos

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 4

Top Topics

Relevance Vector Machines

Top Venues

Comput. Biol. Medicine

Biomed. Signal Process. Control.

Comput. Methods Programs Biomed.

Publications

Panagiota Spyridonos, Georgios Gaitanis, Aristidis Likas, Ioannis D. Bassukas
A convolutional neural network based system for detection of actinic keratosis in clinical images of cutaneous field cancerization. Biomed. Signal Process. Control. 79 (Part) (2023)
Panagiota Spyridonos, Aggelos Fares Saint, Aristidis Likas, Georgios Gaitanis, Ioannis D. Bassukas
Multi-Threshold LIP Contour Detection. ICIP (2018)
Panagiota Spyridonos, Georgios Gaitanis, Aristidis Likas, Ioannis D. Bassukas
Automatic discrimination of actinic keratoses from clinical photographs. Comput. Biol. Medicine 88 (2017)
Panagiota Spyridonos, Georgios Gaitanis, Ioannis D. Bassukas, Margaret Tzaphlidou
Evaluation of vermillion border descriptors and relevance vector machines discrimination model for making probabilistic predictions of solar cheilosis on digital lip photographs. Comput. Biol. Medicine 63 (2015)
Panagiota Spyridonos, Georgios Gaitanis, Margaret Tzaphlidou, Ioannis D. Bassukas
Spatial fuzzy c-means algorithm with adaptive fuzzy exponent selection for robust vermilion border detection in healthy and diseased lower lips. Comput. Methods Programs Biomed. 114 (3) (2014)
Fernando Vilariño, Panagiota Spyridonos, Fosca De Iorio, Jordi Vitrià, Fernando Azpiroz, Petia Radeva
Intestinal Motility Assessment With Video Capsule Endoscopy: Automatic Annotation of Phasic Intestinal Contractions. IEEE Trans. Medical Imaging 29 (2) (2010)
Emmanouil Athanasiadis, Dionisis A. Cavouras, Panagiota Spyridonos, Dimitris Glotsos, Ioannis Kalatzis, George Nikiforidis
Complementary DNA Microarray Image Processing Based on the Fuzzy Gaussian Mixture Model. IEEE Trans. Inf. Technol. Biomed. 13 (4) (2009)
Elpiniki Papageorgiou, Panagiota Spyridonos, Dimitris Glotsos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos
Brain tumor characterization using the soft computing technique of fuzzy cognitive maps. Appl. Soft Comput. 8 (1) (2008)
Dimitris Glotsos, Ioannis Kalatzis, Panagiota Spyridonos, Spiros Kostopoulos, Antonis Daskalakis, Emmanouil Athanasiadis, Panagiota Ravazoula, George Nikiforidis, Dionisis A. Cavouras
Improving accuracy in astrocytomas grading by integrating a robust least squares mapping driven support vector machine classifier into a two level grade classification scheme. Comput. Methods Programs Biomed. 90 (3) (2008)
George C. Kagadis, Panagiota Spyridonos, Dimitris Karnabatidis, Athanassios Diamantopoulos, Emmanouil Athanasiadis, Antonis Daskalakis, Konstantinos Katsanos, Dionisis A. Cavouras, Dimitris Mihailidis, Dimitris Siablis, George Nikiforidis
Computerized Analysis of Digital Subtraction Angiography: A Tool for Quantitative In-vivo Vascular Imaging. J. Digit. Imaging 21 (4) (2008)
Antonis Daskalakis, Spiros Kostopoulos, Panagiota Spyridonos, Dimitris Glotsos, Panagiota Ravazoula, Maria Kardari, Ioannis Kalatzis, Dionisis A. Cavouras, George Nikiforidis
Design of a multi-classifier system for discriminating benign from malignant thyroid nodules using routinely H&E-stained cytological images. Comput. Biol. Medicine 38 (2) (2008)
Spiros Kostopoulos, Dimitris Glotsos, George C. Kagadis, Antonis Daskalakis, Panagiota Spyridonos, Ioannis Kalatzis, M. Karamessini, T. Petsas, Dionisis A. Cavouras, George Nikiforidis
A hybrid pixel-based classification method for blood vessel segmentation and aneurysm detection on CTA. Comput. Graph. 31 (3) (2007)
Emmanouil Athanasiadis, Dionisis A. Cavouras, Panagiota Spyridonos, Ioannis Kalatzis, George Nikiforidis
An Automatic Microarray Image Gridding Technique Based on Continuous Wavelet Transform. CAIP (2007)
Fernando Vilariño, Panagiota Spyridonos, Oriol Pujol, Jordi Vitrià, Petia Radeva
Automatic Detection of Intestinal Juices in Wireless Capsule Video Endoscopy. ICPR (4) (2006)
Panagiota Spyridonos, Panagiotis Petalas, Dimitris Glotsos, Dionisis A. Cavouras, Panagiota Ravazoula, George Nikiforidis
Comparative evaluation of support vector machines and probabilistic neural networks in superficial bladder cancer classification. J. Comput. Methods Sci. Eng. 6 (5-6) (2006)
Dimitris K. Tasoulis, Panagiota Spyridonos, Nicos G. Pavlidis, Vassilis P. Plagianakos, Panagiota Ravazoula, George Nikiforidis, Michael N. Vrahatis
Cell-nuclear data reduction and prognostic model selection in bladder tumor recurrence. Artif. Intell. Medicine 38 (3) (2006)
Panagiota Spyridonos, Elpiniki Papageorgiou, Peter P. Groumpos, George Nikiforidis
Integration of Expert Knowledge and Image Analysis Techniques for Medical Diagnosis. ICIAR (2) (2006)
Fernando Vilariño, Panagiota Spyridonos, Jordi Vitrià, Carolina Malagelada, Petia Radeva
Linear Radial Patterns Characterization for Automatic Detection of Tonic Intestinal Contractions. CIARP (2006)
Panagiota Spyridonos, Fernando Vilariño, Jordi Vitrià, Fernando Azpiroz, Petia Radeva
Anisotropic Feature Extraction from Endoluminal Images for Detection of Intestinal Contractions. MICCAI (2) (2006)
Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, Peter P. Groumpos, George Nikiforidis
Advanced soft computing diagnosis method for tumour grading. Artif. Intell. Medicine 36 (1) (2006)
Fernando Vilariño, Panagiota Spyridonos, Jordi Vitrià, Carolina Malagelada, Petia Radeva
A Machine Learning Framework Using SOMs: Applications in the Intestinal Motility Assessment. CIARP (2006)
Fernando Vilariño, Panagiota Spyridonos, Jordi Vitrià, Petia Radeva
Experiments with SVM and Stratified Sampling with an Imbalanced Problem: Detection of Intestinal Contractions. ICAPR (2) (2005)
Panagiota Spyridonos, Fernando Vilariño, Jordi Vitrià, Petia Radeva
Identification of Intestinal Motility Events of Capsule Endoscopy Video Analysis. ACIVS (2005)
Dimitris Glotsos, Panagiota Spyridonos, Panagiota Ravazoula, Dionisis A. Cavouras, George Nikiforidis
Automated Diagnosis of Brain Tumours Using a Novel Density Estimation Method for Image Segmentation and Independent Component Analysis Combined with Support Vector Machines for Image Classification. ICONIP (2004)
Elpiniki Papageorgiou, Panagiota Spyridonos, Chrysostomos D. Stylios, Panagiota Ravazoula, George Nikiforidis, Peter P. Groumpos
The Challenge of Soft Computing Techniques for Tumor Characterization. ICAISC (2004)
Dimitris K. Tasoulis, Panagiota Spyridonos, Nicos G. Pavlidis, Dionisis A. Cavouras, Panagiota Ravazoula, George Nikiforidis, Michael N. Vrahatis
Urinary Bladder Tumor Grade Diagnosis Using On-line Trained Neural Networks. KES (2003)
Panagiota Spyridonos, Dimitris Glotsos, Dionisis A. Cavouras, Panagiota Ravazoula, George Nikiforidis
A prognostic-classification system based on a probabilistic NN for predicting urine bladder cancer recurrence. DSP (2002)
Panagiota Spyridonos, Dimitris Glotsos, Dionisis A. Cavouras, Panagiota Ravazoula, Valery V. Zolotaryov, George Nikiforidis
Pattern recognition based segmentation method of cell nuclei in tissue section analysis. DSP (2002)
Panagiota Spyridonos, Panagiota Ravazoula, Dionisis A. Cavouras, George Nikiforidis
An automatic classification system of urine bladder tumors employing morphological and textural nuclear features. ICIP (2) (2001)