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List of works by Abraham Pouliakis

A Pyrosequencing Assay for the Quantitative Methylation Analysis of GALR1 in Endometrial Samples: Preliminary Results

scientific article

A decision support system based on an ensemble of random forests for improving the management of women with abnormal findings at cervical cancer screening.

scientific article published in August 2015

A preliminary study of the potential of tree classifiers in triage of high-grade squamous intraepithelial lesions

scientific article published on 01 June 2011

A reporting system for endometrial cytology: Cytomorphologic criteria-Implied risk of malignancy.

scientific article published on 22 September 2016

Age at menarche and clinical outcomes following medically assisted reproduction (MAR): a cohort study

scientific article published on 18 February 2019

Alterations of HPV-Related Biomarkers after Prophylactic HPV Vaccination. A Prospective Pilot Observational Study in Greek Women

scientific article published on 05 May 2020

An Artificial Intelligence Approach for the Detection of Cervical Abnormalities

scholarly article

An artificial neural network for the prediction of assisted reproduction outcome

scientific article published on 19 June 2019

An intelligent clinical decision support system for patient-specific predictions to improve cervical intraepithelial neoplasia detection

scientific article published on 09 April 2014

Application of Immunocytochemistry on Cell Block Sections for the Investigation of Thyroid Lesions.

scientific article published on 16 January 2018

Application of discriminant analysis and quantitative cytologic examination to gastric lesions

scientific article published on 01 December 2004

Artificial Neural Networks as Decision Support Tools in Cytopathology: Past, Present, and Future

scientific article

Artificial intelligence in IVF: a need

scientific article published on 04 March 2011

Artificial neural networks in gynaecological diseases: current and potential future applications

scientific article published on October 1, 2010

Assessment of static telecytological diagnoses' reproducibility in cervical smears prepared by means of liquid-based cytology

scientific article published on 02 August 2012

Back propagation neural network in the discrimination of benign from malignant lower urinary tract lesions ⬇️

scientific article published on May 1, 1998

Cascaded learning vector quantizer neural networks for the discrimination of thyroid lesions.

scientific article published in December 2011

Causative factors of liver fibrosis in HIV-infected patients. A single center study

scientific article published on 06 April 2020

Classification and regression trees for the evaluation of thyroid cytomorphological characteristics: A study based on liquid based cytology specimens from thyroid fine needle aspirations

scientific article published on 01 August 2018

Classification of endometrial lesions by nuclear morphometry features extracted from liquid-based cytology samples: a system based on logistic regression model

scientific article published on 01 August 2014

Comparing neural networks in the discrimination of benign from malignant lower urinary tract lesions ⬇️

scientific article published on April 1, 1998

Development of a clinical decision support system using genetic algorithms and Bayesian classification for improving the personalised management of women attending a colposcopy room.

scientific article published on 14 June 2016

Discriminating benign from malignant thyroid lesions using artificial intelligence and statistical selection of morphometric features

scientific article published in January 2006

Discrimination of Benign from Malignant Breast Lesions Using Statistical Classifiers

Evaluation Analysis of miRNAs Overexpression in Liquid-Based Cytology Endometrial Samples

scientific article published on 22 August 2017

Evaluation of PFA-100 closure times in cord blood samples of healthy term and preterm neonates

scientific article published on 01 March 2020

Evaluation of the lipid profile in type 2 diabetes mellitus patients in Greece.

scientific article published on January 2014

Eyebrow involvement in frontal fibrosing alopecia: A clinicopathologic cohort study for the reversibility of hair loss

scientific article published on 11 September 2019

Flaws (and quality) in research today: can artificial intelligence intervene?

scientific article published on 08 April 2020

Gastrointestinal involvement in COVID-19 patients: a retrospective study from a Greek COVID-19 referral hospital

scientific article published on 30 June 2020

Identification of women for referral to colposcopy by neural networks: a preliminary study based on LBC and molecular biomarkers

scientific article

Image analysis and multi-layer perceptron artificial neural networks for the discrimination between benign and malignant endometrial lesions

scientific article

Internal quality control in an academic cytopathology laboratory for the introduction of a new reporting system for endometrial cytology

scientific article published on 21 July 2017

Liver Fibrosis Assessment in a Cohort of Greek HIV Mono-Infected Patients by Non-Invasive Biomarkers

scientific article published on 01 January 2019

Microvessel Landscape Assessment in Pancreatic Ductal Adenocarcinoma: Unclear Value of Targeting Endoglin (CD105) as Prognostic Factor of Clinical Outcome

scientific article published on 01 January 2015

Neurodevelopmental Outcome in Extremely Low Birth Weight Infants at 2-3 Years of Age

scientific article published on 26 November 2020

Nucleated Red Blood Cells: Could They Be Indicator Markers of Illness Severity for Neonatal Intensive Care Unit Patients?

scientific article published on 27 October 2020

Personalised management of women with cervical abnormalities using a clinical decision support scoring system.

scientific article

Physicians' attitudes in relation to end-of-life decisions in Neonatal Intensive Care Units: a national multicenter survey

scientific article published on 23 November 2020

Platelet function defects in patients with Gaucher disease on long term ERT- implications for evaluation at bleeding challenges

scientific article published on 18 October 2019

Potential of radial basis function neural networks in discriminating benign from malignant lesions of the lower urinary tract

scientific article published on 01 February 2005

Potential of the learning vector quantizer in the cell classification of endometrial lesions in postmenopausal women

scientific article published in February 2002

Predicting IVF Outcome: A Proposed Web-based System Using Artificial Intelligence

scientific article published on January 2016

Quantitative Measurement of L1 Human Papillomavirus Type 16 Methylation for the Prediction of Preinvasive and Invasive Cervical Disease

scientific article published on 7 February 2017

Radial Basis Function Artificial Neural Network for the Investigation of Thyroid Cytological Lesions

scientific article published on 24 November 2020

Red Blood Cell Alloantibody Titration - Does the Titration Method Matter?

scientific article published on 01 June 2020

Red Blood Cell Transfusions in Greece: Results of a Survey of Red Blood Cell Use in 2013.

scientific article

Reference Values of Thrombolastometry Parameters in Healthy Term Neonates

scientific article published on 26 November 2020

Regulatory T Cell Counts and Development of Malignancy in Patients with HIV Infection

scientific article published on 01 April 2020

Searching HPV genome for methylation sites involved in molecular progression to cervical precancer

scientific article published on 07 August 2019

Special characteristics, reproductive, and clinical profile of women with unexplained infertility versus other causes of infertility: a comparative study

scientific article published on 05 June 2020

Static cytometry and neural networks in the discrimination of lower urinary system lesions.

scientific article published in June 1998

The Application of Classification and Regression Trees for the Triage of Women for Referral to Colposcopy and the Estimation of Risk for Cervical Intraepithelial Neoplasia: A Study Based on 1625 Cases with Incomplete Data from Molecular Tests.

scientific article

The association between sexually transmitted infections, human papillomavirus, and cervical cytology abnormalities among women in Greece

scientific article published on 11 June 2018

The effect of transfusion on immune responses in thalassemia

scientific article published on 31 March 2020

The potential of feature selection by statistical techniques and the use of statistical classifiers in the discrimination of benign from malignant gastric lesions.

scientific article published in January 2006

Using a web-based system for the continuous distance education in cytopathology.

scientific article

Using classification and regression trees, liquid-based cytology and nuclear morphometry for the discrimination of endometrial lesions.

scientific article

γH2Ax Expression as a Potential Biomarker Differentiating between Low and High Grade Cervical Squamous Intraepithelial Lesions (SIL) and High Risk HPV Related SIL.

scientific article

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