Search Results - "POPESCU, Dan"

Machine Learning in Arrhythmia and Electrophysiology by Trayanova, Natalia A., Popescu, Dan M., Shade, Julie K.

“…Machine learning (ML), a branch of artificial intelligence, where machines learn from big data, is at the crest of a technological wave of change sweeping…”
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Advanced UAV-WSN System for Intelligent Monitoring in Precision Agriculture by Popescu, Dan, Stoican, Florin, Stamatescu, Grigore, Ichim, Loretta, Dragana, Cristian

“…The growing need for food worldwide requires the development of a high-performance, high-productivity, and sustainable agriculture, which implies the…”
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Deep Learning-Based Methods for Automatic Diagnosis of Skin Lesions by El-Khatib, Hassan, Popescu, Dan, Ichim, Loretta

“…The main purpose of the study was to develop a high accuracy system able to diagnose skin lesions using deep learning-based methods. We propose a new decision…”
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New Trends in Melanoma Detection Using Neural Networks: A Systematic Review by Popescu, Dan, El-Khatib, Mohamed, El-Khatib, Hassan, Ichim, Loretta

“…Due to its increasing incidence, skin cancer, and especially melanoma, is a serious health disease today. The high mortality rate associated with melanoma…”
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Skin Lesion Classification Using Collective Intelligence of Multiple Neural Networks by Popescu, Dan, El-khatib, Mohamed, Ichim, Loretta

“…Skin lesion detection and analysis are very important because skin cancer must be found in its early stages and treated immediately. Once installed in the…”
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A Survey of Collaborative UAV-WSN Systems for Efficient Monitoring by Popescu, Dan, Stoican, Florin, Stamatescu, Grigore, Chenaru, Oana, Ichim, Loretta

“…Integrated systems based on wireless sensor networks (WSNs) and unmanned aerial vehicles (UAVs) with electric propulsion are emerging as state-of-the-art…”
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A Collaborative UAV-WSN Network for Monitoring Large Areas by Popescu, Dan, Dragana, Cristian, Stoican, Florin, Ichim, Loretta, Stamatescu, Grigore

“…Large-scale monitoring systems have seen rapid development in recent years. Wireless sensor networks (WSN), composed of thousands of sensing, computing and…”
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DH-575-04 ARRHYTHMIC SUDDEN DEATH (SCDA) SURVIVAL PREDICTION USING DEEP LEARNING (DL) ANALYSIS OF CONTRAST-ENHANCED CARDIAC MAGNETIC RESONANCE IMAGING (LGE-CMR) by Popescu, Dan M., Shade, Julie K., Lai, Changxin, Aronis, Konstantinos N., Ouyang, David, Popescu, Dan, Popescu, Dan R., Popescu, Dan C., Kadish, Alan H., Albert, Christine M., Wu, Katherine C., Trayanova, Natalia A.

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Tabanidae insect (horsefly and deerfly) allergy in humans: A review of the literature by Whyte, Andrew F., Popescu, Florin‐Dan, Carlson, John

“…Allergy to insects of the family Tabanidae (order Diptera), commonly called horseflies or deerflies, is anecdotally common, although the published literature…”
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New Trends in Emotion Recognition Using Image Analysis by Neural Networks, a Systematic Review by Cîrneanu, Andrada-Livia, Popescu, Dan, Iordache, Dragoș

“…Facial emotion recognition (FER) is a computer vision process aimed at detecting and classifying human emotional expressions. FER systems are currently used in…”
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Bradykinin Metabolism and Drug-Induced Angioedema by Smolinska, Sylwia, Antolín-Amérigo, Darío, Popescu, Florin-Dan

“…Bradykinin (BK) metabolism and its receptors play a central role in drug-induced angioedema (AE) without urticaria through increased vascular permeability…”
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Unmanned Aerial Vehicle Systems for Remote Estimation of Flooded Areas Based on Complex Image Processing by Popescu, Dan, Ichim, Loretta, Stoican, Florin

“…Floods are natural disasters which cause the most economic damage at the global level. Therefore, flood monitoring and damage estimation are very important for…”
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Approximation of the Shapley value for the Euclidean travelling salesman game by Popescu, Dan C., Kilby, Philip

“…The travelling salesman problem (TSP) consists of finding a minimal route to serve a set customers using one vehicle. This naturally leads to the problem of…”
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New trends in detection of harmful insects and pests in modern agriculture using artificial neural networks. a review by Popescu, Dan, Dinca, Alexandru, Ichim, Loretta, Angelescu, Nicoleta

“…Modern and precision agriculture is constantly evolving, and the use of technology has become a critical factor in improving crop yields and protecting plants…”
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Melanoma Detection Using an Objective System Based on Multiple Connected Neural Networks by Ichim, Loretta, Popescu, Dan

“…Melanoma is a common form of skin cancer that dangerously affects many people around the world. Detection of melanoma with the naked eye by dermatologists may…”
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Orchard monitoring based on unmanned aerial vehicles and image processing by artificial neural networks: a systematic review by Popescu, Dan, Ichim, Loretta, Stoican, Florin

“…Orchard monitoring is a vital direction of scientific research and practical application for increasing fruit production in ecological conditions. Recently,…”
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Thymic Stromal Lymphopoietin (TSLP), Its Isoforms and the Interplay with the Epithelium in Allergy and Asthma by Smolinska, Sylwia, Antolín-Amérigo, Darío, Popescu, Florin-Dan, Jutel, Marek

“…Thymic stromal lymphopoietin (TSLP) is a pleiotropic cytokine that has emerged as a critical player in the development and progression of allergy and asthma…”
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Segmentation of Vegetation and Flood from Aerial Images Based on Decision Fusion of Neural Networks by Ichim, Loretta, Popescu, Dan

“…The detection and evaluation of flood damage in rural zones are of great importance for farmers, local authorities, and insurance companies. To this end, the…”
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A Kramers-Moyal approach to the analysis of third-order noise with applications in option valuation by Popescu, Dan M, Lipan, Ovidiu

“…We propose the use of the Kramers-Moyal expansion in the analysis of third-order noise. In particular, we show how the approach can be applied in the…”
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Convergence of Intelligent Data Acquisition and Advanced Computing Systems by Stamatescu, Grigore, Sachenko, Anatoliy, Popescu, Dan

“…This editorial article briefly outlines the objectives and achieved goals of the Special Issue on "Convergence of Intelligent Data Acquisition and Advanced…”
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