Search Results - "Mylonas, Nikolaos"

Field assessment of a pulse width modulation (PWM) spray system applying different spray volumes: duty cycle and forward speed effects on vines spray coverage by Grella, Marco, Gioelli, Fabrizio, Marucco, Paolo, Zwertvaegher, Ingrid, Mozzanini, Eric, Mylonas, Nikolaos, Nuyttens, David, Balsari, Paolo

“…The pulse width modulation (PWM) spray system is the most advanced technology to obtain variable rate spray application without varying the operative sprayer…”
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Endothelial Protection by Sodium-Glucose Cotransporter 2 Inhibitors: A Literature Review of In Vitro and In Vivo Studies by Mylonas, Nikolaos, Nikolaou, Panagiota Efstathia, Karakasis, Paschalis, Stachteas, Panagiotis, Fragakis, Nikolaos, Andreadou, Ioanna

“…Endothelial dysfunction often precedes the development of cardiovascular diseases, including heart failure. The cardioprotective benefits of sodium-glucose…”
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Monitoring of free-range rabbits using aerial thermal imaging by Psiroukis, Vasilis, Malounas, Ioannis, Mylonas, Nikolaos, Grivakis, Konstantinos-Elenos, Fountas, Spyros, Hadjigeorgiou, Ioannis

“…•Monitoring free-range animals and wildlife populations using aerial images.•Deep learning for automatic animal counting.•Seasonal variability of rabbit…”
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Automated Category and Trend Analysis of Scientific Articles on Ophthalmology Using Large Language Models: Development and Usability Study by Raja, Hina, Munawar, Asim, Mylonas, Nikolaos, Delsoz, Mohammad, Madadi, Yeganeh, Elahi, Muhammad, Hassan, Amr, Abu Serhan, Hashem, Inam, Onur, Hernandez, Luis, Chen, Hao, Tran, Sang, Munir, Wuqaas, Abd-Alrazaq, Alaa, Yousefi, Siamak

“…In this paper, we present an automated method for article classification, leveraging the power of large language models (LLMs). The aim of this study is to…”
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The role of glucose in cardiac physiology and pathophysiology by Mylonas, Nikolaos, Drosatos, Konstantinos, Mia, Sobuj

“…Heart failure is one of the major causes of death worldwide and continues to increase despite therapeutics and pharmacology advances. Fatty acids and glucose…”
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An attention matrix for every decision: faithfulness-based arbitration among multiple attention-based interpretations of transformers in text classification by Mylonas, Nikolaos, Mollas, Ioannis, Tsoumakas, Grigorios

“…Transformers are widely used in natural language processing, where they consistently achieve state-of-the-art performance. This is mainly due to their…”
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Improving weeds identification with a repository of agricultural pre-trained deep neural networks by Espejo-Garcia, Borja, Mylonas, Nikolaos, Athanasakos, Loukas, Fountas, Spyros

“…•Weeds identification was performed using transfer learning techniques.•Pre-trained networks on agricultural data were evaluated with performances of 99.54%.•A…”
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The role of glucose in cardiac physiology and pathophysiology by Mylonas, Nikolaos, Drosatos, Konstantinos, Mia, Sobuj

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Exploring local interpretability in dimensionality reduction: Analysis and use cases by Mylonas, Nikolaos, Mollas, Ioannis, Bassiliades, Nick, Tsoumakas, Grigorios

“…Dimensionality reduction is a crucial area in artificial intelligence that enables the visualization and analysis of high-dimensional data. The main use of…”
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Instance-Based Zero-Shot learning for semi-Automatic MeSH indexing by Karlos, Stamatis, Mylonas, Nikolaos, Tsoumakas, Grigorios

“…•Propose an instance-based Zero-shot learning method for facilitating the semi-automatic indexing of biomedical articles.•Novel labels of complex ontologies…”
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WeakMeSH: Leveraging provenance information for weakly supervised classification of biomedical articles with emerging MeSH descriptors by Mylonas, Nikolaos, Karlos, Stamatis, Tsoumakas, Grigorios

“…Medical Subject Headings (MeSH) is a hierarchically structured thesaurus created by the National Library of Medicine of USA. Each year the vocabulary gets…”
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Entropy and Negativity: The Ecological Implications of Dialectics by Sandnes Haukedal, Rasmus, Mylonas, Nikolaos

“…Entropy, often defined negatively as disorder or randomness within a system, is vital for organisation while also posing a threat to cyclical reproduction…”
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Entropy and Negativity by Rasmus Sandnes Haukedal, Nikolaos Mylonas

“…Entropy, often defined negatively as disorder or randomness within a system, is vital for organisation while also posing a threat to cyclical reproduction…”
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From Pathology to Transformation : a Technophilosophy of Addiction by Mylonas, Nikolaos

“…Despite advances in the disciplines of psychology and neuroscience, contemporary addiction theories often provide contradicting perspectives on the phenomenon…”
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The Future of Digital Agriculture: Technologies and Opportunities by Fountas, Spyros, Espejo-Garcia, Borja, Kasimati, Aikaterini, Mylonas, Nikolaos, Darra, Nicoleta

“…This article presents key technological advances in the digital agriculture, which will have significant impact. Artificial intelligence-based techniques,…”
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Sodium Glucose Cotransporter-2 Inhibitor Empagliflozin Reduces Infarct Size Independently of Sodium Glucose Cotransporter-2 by Chen, Sha, Wang, Qian, Christodoulou, Andriana, Mylonas, Nikolaos, Bakker, Diane, Nederlof, Rianne, Hollmann, Markus W., Weber, Nina C., Coronel, Ruben, Wakker, Vincent, Christoffels, Vincent M., Andreadou, Ioanna, Zuurbier, Coert J.

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On the Persistence of Multilabel Learning, Its Recent Trends, and Its Open Issues by Mylonas, Nikolaos, Mollas, Ioannis, Liu, Bin, Manolopoulos, Yannis, Tsoumakas, Grigorios, Murugesan, San

“…Multilabel data comprise instances associated with multiple binary target variables. The main learning task from such data is multilabel classification, where…”
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Cardioprotection by selective SGLT-2 inhibitors in a non-diabetic mouse model of myocardial ischemia/reperfusion injury: a class or a drug effect? by Nikolaou, Panagiota Efstathia, Mylonas, Nikolaos, Makridakis, Manousos, Makrecka-Kuka, Marina, Iliou, Aikaterini, Zerikiotis, Stelios, Efentakis, Panagiotis, Kampoukos, Stavros, Kostomitsopoulos, Nikolaos, Vilskersts, Reinis, Ikonomidis, Ignatios, Lambadiari, Vaia, Zuurbier, Coert J., Latosinska, Agnieszka, Vlahou, Antonia, Dimitriadis, George, Iliodromitis, Efstathios K., Andreadou, Ioanna

“…Major clinical trials with sodium glucose co-transporter-2 inhibitors (SGLT-2i) exhibit protective effects against heart failure events, whereas…”
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Beyond Annual Revisions: A Multi-Label Concept Drift Analysis of MeSH by Mylonas, Nikolaos, Mollas, Ioannis, Tsoumakas, Grigorios

“…MeSH (Medical Subject Headings) is a hierarchically structured thesaurus used for indexing biomedical information. This vocabulary contains most of the…”
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Comparative study on the cardioprotective effect of selective sodium glucose co-transporter 2 inhibitors in a non-diabetic mouse model of myocardial ischemia/reperfusion injury by Nikolaou, Panagiota Efstathia, Mylonas, Nikolaos, Makridakis, Manousos, Makrecka-Kuka, Marina, Iliou, Aikaterini, Zerikiotis, Stelios, Efentakis, Panagiotis, Kampoukos, Stavros, Kostomitsopoulos, Nikolaos, Vilskersts, Reinis, Ikonomidis, Ignatios, Lambadiari, Vaia, Zuurbier, Coert, Latosinska, Agnieszka, Vlachou, Antonia, Dimitriadis, George, Iliodromitis, Efstathios K., Andreadou, Ioanna

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