Search Results - "Ovreiu, Elena"

Comparative analysis of web-based machine learning models by Ana-Maria ȘTEFAN, Elena OVREIU, Mihai CIUC

“…This paper presents a comparative analysis of web-based machine learning models, specifically examining Google Vertex AI, Google Teachable Machine, Azure…”
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Tehnici bazate pe Machine Learning pentru îmbunătățirea depistării cancerului de sân by PARASCHIV, Elena-Anca, OVREIU, Elena

“…Breast cancer is one the most common types of cancer diagnosed in women and the second leading cause of cancer mortality after lung cancer. The diagnostic and…”
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Empowering Healthcare: A Comprehensive Guide to Implementing a Robust Medical Information System—Components, Benefits, Objectives, Evaluation Criteria, and Seamless Deployment Strategies by Ștefan, Ana-Maria, Rusu, Nicu-Răzvan, Ovreiu, Elena, Ciuc, Mihai

“…In the ever-evolving landscape of healthcare, the implementation of a robust medical information system stands as a transformative endeavor. This article…”
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Advancements in Healthcare: Development of a Comprehensive Medical Information System with Automated Classification for Ocular and Skin Pathologies—Structure, Functionalities, and Innovative Development Methods by Ștefan, Ana-Maria, Rusu, Nicu-Răzvan, Ovreiu, Elena, Ciuc, Mihai

“…This article introduces a groundbreaking medical information system developed in Salesforce, featuring an automated classification module for ocular and skin…”
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Analiza comparativă a modelelor de învățare web-based by ȘTEFAN, Ana-Maria, OVREIU, Elena, CIUC, Mihai

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Interactive Planarization and Optimization of 3D Meshes by Poranne, Roi, Ovreiu, Elena, Gotsman, Craig

“…Constraining 3D meshes to restricted classes is necessary in architectural and industrial design, but it can be very challenging to manipulate meshes while…”
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Automatic detection of hemangiomas using unsupervised segmentation of regions of interest by Neghina, Catalina, Zamfir, Marta, Sultana, Alina, Ovreiu, Elena, Ciuc, Mihai

“…In this paper we compare the performances of three automatic methods of identifying hemangioma regions in images: 1) unsupervised segmentation using the Otsu…”
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Early Detection of Glaucoma Using Residual Networks by OVREIU, Silvia, CRISTESCU, Irina, BALTA, Florian, SULTANA, Alina, OVREIU, Elena

“…Glaucoma is one of the leading causes of irreversible blindness around the world and remains asymptomatic until its later stages. Therefore, early diagnosis is…”
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Deep Learning & Digital Fundus Images: Glaucoma Detection using DenseNet by Ovreiu, Silvia, Paraschiv, Elena-Anca, Ovreiu, Elena

“…Being one of the most serious causes of irreversible blindness, all over the world, glaucoma is the asymptomatic disease which produces damage at the optic…”
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A Review of Glaucoma Detection from Digital Fundus Images using Machine Learning Techniques by Stefan, Ana-Maria, Paraschiv, Elena-Anca, Ovreiu, Silvia, Ovreiu, Elena

“…Glaucoma represents one of the leading causes of irreversible vision loss as it affects the optic nerve fibers and astrocytes. The early detection of glaucoma…”
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An Exploratory Study for Glaucoma Detection using Densely Connected Neural Networks by Ovreiu, Silvia, Cristescu, Irina, Balta, Florian, Ovreiu, Elena

“…Glaucoma is the main cause for permanent blindness around the world. Early detection of glaucoma is of crucial importance in preventing blindness which is…”
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Detection of thrown objects using ToF cameras by Oprisescu, Serban, Florea, Laura, Ovreiu, Elena

“…This paper deals with the issue of thrown or dropped object detection as an application of the 3D time-of-flight (ToF) camera. The use of distance information…”
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Triangular mesh simplification using an adaptive subdivision by Ovreiu, Elena, Sultana, Alina, Riveros, Juan Gabriel, Florez-Valencia, Leonardo

“…In this paper we present a triangular mesh simplification algorithm which produces accurate approximations of the original models. The simplification is…”
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Mesh simplification using an accurate measured quadratic error by Ovreiu, E., Valette, S., Buzuloiu, V., Prost, R.

“…In this paper we propose a new surface simplification algorithm which produces high quality approximations of the original models. The geometric simplification…”
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