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Abraham Pouliakis
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Artificial neural networks as decision support tools in cytopathology: past, present, and future
A Pouliakis, E Karakitsou, N Margari, P Bountris, M Haritou, ...
Biomedical engineering and computational biology 7, BECB. S31601, 2016
772016
Potential of the back propagation neural network in the morphologic examination of thyroid lesions.
P Karakitsos, B Cochand-Priollet, PJ Guillausseau, A Pouliakis
Analytical and quantitative cytology and histology 18 (6), 494-500, 1996
601996
Back propagation neural network in the discrimination of benign from malignant lower urinary tract lesions
D Pantazopoulos, P Karakitsos, A Iokim-Liossi, A Pouliakis, ...
The Journal of urology 159 (5), 1619-1623, 1998
561998
Artificial intelligence in IVF: a need
C Siristatidis, A Pouliakis, C Chrelias, D Kassanos
Systems biology in reproductive medicine 57 (4), 179-185, 2011
552011
Potential of the back propagation neural network in the discrimination of benign from malignant gastric cells.
P Karakitsos, EB Stergiou, A Pouliakis, M Tzivras, A Archimandritis, ...
Analytical and Quantitative Cytology and Histology 18 (3), 245-250, 1996
531996
Using a web-based system for the continuous distance education in cytopathology
N Stergiou, G Georgoulakis, N Margari, D Aninos, M Stamataki, ...
International journal of medical informatics 78 (12), 827-838, 2009
502009
Discriminating benign from malignant thyroid lesions using artificial intelligence and statistical selection of morphometric features
B Cochand-Priollet, K Koutroumbas, TM Megalopoulou, A Pouliakis, ...
Oncology reports 15 (4), 1023-1026, 2006
452006
An intelligent clinical decision support system for patient-specific predictions to improve cervical intraepithelial neoplasia detection
P Bountris, M Haritou, A Pouliakis, N Margari, M Kyrgiou, A Spathis, ...
BioMed Research International 2014, 2014
412014
Application of the learning vector quantizer to the classification of breast lesions.
C Markopoulos, P Karakitsos, E Botsoli-Stergiou, A Pouliakis, ...
Analytical and Quantitative Cytology and Histology 19 (5), 453-460, 1997
411997
Personalised management of women with cervical abnormalities using a clinical decision support scoring system
M Kyrgiou, A Pouliakis, JG Panayiotides, N Margari, P Bountris, ...
Gynecologic Oncology 141 (1), 29-35, 2016
402016
The utility of artificial neural networks and classification and regression trees for the prediction of endometrial cancer in postmenopausal women
V Pergialiotis, A Pouliakis, C Parthenis, V Damaskou, C Chrelias, ...
Public Health 164, 1-6, 2018
382018
An artificial neural network for the prediction of assisted reproduction outcome
P Vogiatzi, A Pouliakis, C Siristatidis
Journal of assisted reproduction and genetics 36 (7), 1441-1448, 2019
372019
Artificial neural networks in gynaecological diseases: current and potential future applications.
CS Siristatidis, C Chrelias, A Pouliakis, E Katsimanis, D Kassanos
Medical science monitor: international medical journal of experimental and …, 2010
372010
Image analysis and multi‐layer perceptron artificial neural networks for the discrimination between benign and malignant endometrial lesions
GM Makris, A Pouliakis, C Siristatidis, N Margari, E Terzakis, N Koureas, ...
Diagnostic Cytopathology 45 (3), 202-211, 2017
352017
Using classification and regression trees, liquid‐based cytology and nuclear morphometry for the discrimination of endometrial lesions
A Pouliakis, C Margari, N Margari, C Chrelias, D Zygouris, C Meristoudis, ...
Diagnostic cytopathology 42 (7), 582-591, 2014
332014
Cascaded learning vector quantizer neural networks for the discrimination of thyroid lesions
A Varlatzidou, A Pouliakis, M Stamataki, C Meristoudis, N Margari, ...
Anal Quant Cytol Histol 33 (6), 323-334, 2011
332011
A preliminary study of the potential of tree classifiers in triage of high-grade squamous intraepithelial lesions
P Karakitsos, A Pouliakis, C Meristoudis, N Margari, D Kassanos, ...
Analytical and Quantitative Cytology and Histology 33 (3), 132-140, 2011
332011
Application of discriminant analysis and quantitative cytologic examination to gastric lesions.
P Karakitsos, TM Megalopoulou, A Pouliakis, M Tzivras, A Archimandritis, ...
Analytical and Quantitative Cytology and Histology 26 (6), 314-322, 2004
312004
Comparing neural networks in the discrimination of benign from malignant lower urinary tract lesions.
D Pantazopoulos, P Karakitsos, A Iokim-Liossi, A Pouliakis, K Dimopoulos
British journal of urology 81 (4), 574-579, 1998
311998
Comparative study of artificial neural networks in the discrimination between benign from malignant gastric cells.
P Karakitsos, EB Stergiou, A Pouliakis, M Tzivras, A Archimandritis, ...
Analytical and quantitative cytology and histology 19 (2), 145-152, 1997
311997
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