Search Results - "Udriștoiu, Ștefan"

Real-time computer-aided diagnosis of focal pancreatic masses from endoscopic ultrasound imaging based on a hybrid convolutional and long short-term memory neural network model by Udriștoiu, Anca Loredana, Cazacu, Irina Mihaela, Gruionu, Lucian Gheorghe, Gruionu, Gabriel, Iacob, Andreea Valentina, Burtea, Daniela Elena, Ungureanu, Bogdan Silviu, Costache, Mădălin Ionuț, Constantin, Alina, Popescu, Carmen Florina, Udriștoiu, Ștefan, Săftoiu, Adrian

“…Differential diagnosis of focal pancreatic masses is based on endoscopic ultrasound (EUS) guided fine needle aspiration biopsy (EUS-FNA/FNB). Several imaging…”
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Intelligent Diagnosis of Thyroid Ultrasound Imaging Using an Ensemble of Deep Learning Methods by Vasile, Corina Maria, Udriștoiu, Anca Loredana, Ghenea, Alice Elena, Popescu, Mihaela, Gheonea, Cristian, Niculescu, Carmen Elena, Ungureanu, Anca Marilena, Udriștoiu, Ștefan, Drocaş, Andrei Ioan, Gruionu, Lucian Gheorghe, Gruionu, Gabriel, Iacob, Andreea Valentina, Alexandru, Dragoş Ovidiu

“…: At present, thyroid disorders have a great incidence in the worldwide population, so the development of alternative methods for improving the diagnosis…”
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Transfer learning with pre-trained deep convolutional neural networks for the automatic assessment of liver steatosis in ultrasound images by Constantinescu, Elena Codruta, Udriștoiu, Anca-Loredana, Udriștoiu, Ștefan Cristinel, Iacob, Andreea Valentina, Gruionu, Lucian Gheorghe, Gruionu, Gabriel, Săndulescu, Larisa, Săftoiu, Adrian

“…Aim: In this paper we proposed different architectures of convolutional neural network (CNN) to classify fatty liver disease in images using only pixels and…”
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COVID-19 and Artificial Intelligence: An Approach to Forecast the Severity of Diagnosis by Udriștoiu, Anca Loredana, Ghenea, Alice Elena, Udriștoiu, Ștefan, Neaga, Manuela, Zlatian, Ovidiu Mircea, Vasile, Corina Maria, Popescu, Mihaela, Țieranu, Eugen Nicolae, Salan, Alex-Ioan, Turcu, Adina Andreea, Nicolosu, Dragos, Calina, Daniela, Cioboata, Ramona

“…(1) Background: The new SARS-COV-2 pandemic overwhelmed intensive care units, clinicians, and radiologists, so the development of methods to forecast the…”
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Skin Diseases Classification Using Deep Leaning Methods by UdriȘtoiu, Anca-Loredana, Stanca, Ariana Elena, Ghenea, Alice Elena, Vasile, Corina Maria, Popescu, Mihaela, UdriȘtoiu, Ștefan Cristinel, Iacob, Andreea Valentina, Castravete, Stefan, Gruionu, Lucian Gheorghe, Gruionu, Gabriel

“…Due to the high incidence of skin tumors, the development of computer aided-diagnosis methods will become a very powerful diagnosis tool for dermatologists…”
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A REVIEW OF DEEP LEARNING IN MEDICAL PRACTICE by Vasile, Corina Maria, Udristoiu, Anca Loredana, Ghenea, Alice, Ungureanu, Anca, Gheonea, Cristian, Niculescu, Carmen-Elena, Siminel, Mirela Anişoara, Udristoiu, Stefan, Iana, Oana, Cioboata, Ramona, Maior, Alexandru Dragoş

“…DEEP LEARNING HAS BEEN USED FREQUENTLY IN MEDICAL IMAGING TASKS SINCE ITS CREATION, AND HAS SEEN NOTABLE IMPROVEMENT IN A VARIETY OF MEDICAL IMAGING…”
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REAL-TIME COMPUTER AIDED DETECTION OF SOLID FOCAL PANCREATIC MASSES IN ENDOSCOPIC ULTRASOUND IMAGING BASED ON CONVOLUTIONAL NEURAL NETWORKS by Udristoiu, Anca, Constantinescu, Codruta, Cazacu, Irina M., Gruionu, Lucian G., Gruionu, Gabriel, Iacob, Andreea Valentina, Burtea, Daniela E., Constantin, Alina L., Podina, Nicoleta, Bejinariu, Nona, Udristoiu, Stefan, Surlin, Valeriu, Copaescu, Catalin, Saftoiu, Adrian

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A Cross-Sectional Study to Assess Thyroid Function in Infants and Children in a City from South-Western Romania by Vasile, Corina Maria, Ghenea, Alice Elena, Udriştoiu, Anca Loredana, Udriştoiu, Ştefan, Popescu, Mihaela, Padureanu, Vlad, Alexandru, Dragoş Ovidiu

“…Thyroid hormones are critical regulators of growth, myelination of the nervous system, metabolism, and organ function. The most prevalent endocrinopathies in…”
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Tu1315: DEEP LEARNING ASSESSMENT OF INFLAMMATION AND ANGIOGENESIS IN LIVER STEATOSIS AS AN ACCURATE PREDICTOR OF LIVER SURGERY COMPLICATIONS by Constantinescu, Codruta, Udristoiu, Anca, Gruionu, Lucian G., Pirici, Daniel, Gruionu, Gabriel, Iacob, Andreea Valentina, Udristoiu, Stefan, Surlin, Valeriu, Ramboiu, Sandu, Saftoiu, Adrian

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Assessment of Deep Learning Methods for Differentiating Autoimmune Disorders in Ultrasound Images by Vasile, Corina Maria, Udriştoiu, Anca Loredana, Ghenea, Alice Elena, Padureanu, Vlad, Udriştoiu, Ştefan, Gruionu, Lucian Gheorghe, Gruionu, Gabriel, Iacob, Andreea Valentina, Popescu, Mihaela

“…At present, deep learning becomes an important tool in medical image analysis, with good performance in diagnosing, pattern detection, and segmentation…”
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An experimental framework for learning the medical image diagnosis by Ion, A. L., Udristoiu, S.

“…In this paper we propose a framework in which some methods are compared to achieve the medical diagnosis based on image analysis. The proposed framework…”
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Image Annotation by Learning Rules from Regions Patterns by Udristoiu, Stefan, Ion, Anca Loredana

“…The modeling of multimedia and especially the semantic gap between the visual features and semantic concepts become an important domain due to the quantity of…”
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Mapping Image Low-Level Descriptors to Semantic Concepts by Ion, A., Stanescu, L., Burdescu, D., Udristoiu, S.

“…Our goal is to organize the image contents semantically. In this paper, we propose a method to classify the images semantically, using the C-fuzzy algorithm to…”
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Improving an image retrieval system by integrating semantic features by Ion, A.L., Stanescu, L., Burdescu, D., Udristoiu, S.

“…To develop image navigation systems, we need tools to realize the semantic relationship between user and database. In this paper, it is presented an indexing…”
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