Christos Petridis
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View article: Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models
Text Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models Open
Text classification is a very common task nowadays and there are many efficient methods and algorithms that we can employ to accomplish it. Transformers have revolutionized the field of deep learning, particularly in Natural Language Proce…
View article: Digitising Education: Augmenting the Learning Experience with Digital Tools and AI
Digitising Education: Augmenting the Learning Experience with Digital Tools and AI Open
This paper explores how advanced technologies like Artificial Intelligence can be seamlessly integrated with contemporary pedagogical methodologies to generate multimedia-based interactive learning content. Through a blend of AI-powered ap…
View article: SEISMIC RESILIENCE THROUGH EUROPEAN RESEARCH NETWORKING - CRISIS PROJECT
SEISMIC RESILIENCE THROUGH EUROPEAN RESEARCH NETWORKING - CRISIS PROJECT Open
<p>CRISIS project aims at improving the disaster and emergency management through building a harmonized and efficient system for risk assessment of basic services and transport infrastructure in the targeted cross-border region. The …
View article: Detecting Hull Fouling using Machine Learning Algorithms trained on Ship Propulsion Data to Improve Resource Management and Increase Environmental Benefits
Detecting Hull Fouling using Machine Learning Algorithms trained on Ship Propulsion Data to Improve Resource Management and Increase Environmental Benefits Open
This study aims to develop a methodology to assess hull fouling based on ship propulsion data such as speed, draft and weather related data. Hull fouling is an unavoidable phenomenon in ships and results in higher fuel consumption and the …
View article: Digitising Education: Augmenting the Learning Experience with Digital Tools and AI
Digitising Education: Augmenting the Learning Experience with Digital Tools and AI Open
View article: Seismic Fragility of Low–Rise Steel Frames Including Ssi and Site Amplification Effects
Seismic Fragility of Low–Rise Steel Frames Including Ssi and Site Amplification Effects Open
View article: Επιρροή της αλληλεπίδρασης εδάφους – θεμελίωσης – κατασκευής στην τρωτότητα μεταλλικών κατασκευών
Επιρροή της αλληλεπίδρασης εδάφους – θεμελίωσης – κατασκευής στην τρωτότητα μεταλλικών κατασκευών Open
This paper aims to assess the influence of coupled soil-structure interaction (SSI) and site amplification effects on the seismic response and fragility of steel structures. We examine an idealized 2-story, 1-bay steel frame under various …
View article: Large-scale Seismic Risk Assessment Integrating Nonlinear Soil Behavior and Soil-Structure Interaction Effects
Large-scale Seismic Risk Assessment Integrating Nonlinear Soil Behavior and Soil-Structure Interaction Effects Open
The need for an accurate risk assessment procedure led to the development of various fragility and vulnerability curves, covering a wide range of building typologies. Nonlinear soil behavior and soil–structure interaction (SSI) efects play…
View article: Fragility curve modifiers for RC dual buildings 2 including nonlinear site effects and SSI
Fragility curve modifiers for RC dual buildings 2 including nonlinear site effects and SSI Open
We investigate the influence of soil–structure interaction (SSI) and nonlinear soil behavior on the seismic fragility of reinforced concrete (RC) dual (frame + shear wall) buildings resting on shallow foundations. This article includes a h…
View article: Fragility curves for existing reinforced concrete buildings, including soil-structure interaction and site amplification effects
Fragility curves for existing reinforced concrete buildings, including soil-structure interaction and site amplification effects Open
SSI and site amplification effects are investigated as influences on the seismic fragility of existing reinforced concrete moment-resisting frame and dual frame-wall system buildings supported on shallow foundations without interconnecting…
View article: Breast Cancer Risk Factors and Survival by Tumor Subtype: Pooled Analyses from the Breast Cancer Association Consortium
Breast Cancer Risk Factors and Survival by Tumor Subtype: Pooled Analyses from the Breast Cancer Association Consortium Open
Background: It is not known whether modifiable lifestyle factors that predict survival after invasive breast cancer differ by subtype. Methods: We analyzed data for 121,435 women diagnosed with breast cancer from 67 studies in the Breast C…
View article: Breast cancer risk factors and survival by tumor subtype: Pooled analyses from the breast cancer association consortium
Breast cancer risk factors and survival by tumor subtype: Pooled analyses from the breast cancer association consortium Open
Background: It is not known whether modifiable lifestyle factors that predict survival after invasive breast cancer differ by subtype. Methods: We analyzed data for 121,435 women diagnosed with breast cancer from 67 studies in the Breast C…
View article: 1099 Constrictive pericarditis:a challenge in Cardiology
1099 Constrictive pericarditis:a challenge in Cardiology Open
Funding Acknowledgements none A 50-year old woman had complained about dyspnea and leg swelling despite taking furosemide 80 mgr per day. Her past medical history had included radiation therapy for Hodgkin"s lymphoma, prosthetic heart valv…
View article: Genome-wide association study in frontal fibrosing alopecia identifies 4 genomic loci and implicates auto-immunity and xenobiotic exposure in aetiopathogenesis
Genome-wide association study in frontal fibrosing alopecia identifies 4 genomic loci and implicates auto-immunity and xenobiotic exposure in aetiopathogenesis Open
Frontal fibrosing alopecia (FFA) is a recently described inflammatory and scarring type of hair loss affecting almost exclusively women. Despite a dramatic recent increase in incidence, the aetiopathogenesis of FFA remains unknown. We unde…
View article: Frequency of Pathogenic Germline Variants in <i>CDH1, BRCA2, CHEK2, PALB2, BRCA1</i>, and <i>TP53</i> in Sporadic Lobular Breast Cancer
Frequency of Pathogenic Germline Variants in <i>CDH1, BRCA2, CHEK2, PALB2, BRCA1</i>, and <i>TP53</i> in Sporadic Lobular Breast Cancer Open
Background: Invasive lobular breast cancer (ILC) accounts for approximately 15% of invasive breast carcinomas and is commonly associated with lobular carcinoma in situ (LCIS). Both have been shown to have higher familial risks than the mor…
View article: Frequency of pathogenic germline variants in BRCA1, BRCA2, PALB2, CHEK2 and TP53 in ductal carcinoma in situ diagnosed in women under the age of 50 years
Frequency of pathogenic germline variants in BRCA1, BRCA2, PALB2, CHEK2 and TP53 in ductal carcinoma in situ diagnosed in women under the age of 50 years Open
View article: Genome-wide association study in frontal fibrosing alopecia identifies four susceptibility loci including HLA-B*07:02
Genome-wide association study in frontal fibrosing alopecia identifies four susceptibility loci including HLA-B*07:02 Open
View article: Additional file 2: of Frequency of pathogenic germline variants in BRCA1, BRCA2, PALB2, CHEK2 and TP53 in ductal carcinoma in situ diagnosed in women under the age of 50â years
Additional file 2: of Frequency of pathogenic germline variants in BRCA1, BRCA2, PALB2, CHEK2 and TP53 in ductal carcinoma in situ diagnosed in women under the age of 50â years Open
Coverage data for all pathogenic variants identified. (XLSX 14 kb)
View article: Genome-wide meta-analysis implicates mediators of hair follicle development and morphogenesis in risk for severe acne
Genome-wide meta-analysis implicates mediators of hair follicle development and morphogenesis in risk for severe acne Open
View article: Tissue and Circulating MicroRNA Co-expression Analysis Shows Potential Involvement of miRNAs in the Pathobiology of Frontal Fibrosing Alopecia
Tissue and Circulating MicroRNA Co-expression Analysis Shows Potential Involvement of miRNAs in the Pathobiology of Frontal Fibrosing Alopecia Open
View article: Genetic predisposition to ductal carcinoma in situ of the breast
Genetic predisposition to ductal carcinoma in situ of the breast Open