IMPROVING APPROXIMATE EXTRACTION OF FUNCTIONAL SIMILAR REGIONS FROM LARGE-SCALE SPATIAL NETWORKS BASED ON GREEDY SELECTION OF REPRESENTATIVE NODES OF DIFFERENT AREAS

Improving approximate extraction of functional similar regions from large-scale spatial networks based on greedy selection of representative nodes of different areas

Abstract Dividing a geographical region into some subregions with common characteristics is an important research topic, and has been studied in many research fields such as urban planning and transportation planning.In this paper, by network analysis approach, we attempt to extract functionally similar regions, each of which consists 7GB of functi

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Innovative stain-free technique for high-resolution imaging of virus particles via standard transmission electron microscopy

This research presents a groundbreaking Dial Probe Thermometers approach in virus-related research, addressing challenges in electron microscopy (EM).This imaging technique has been crucial in exploring virus structures; however, traditional methods involve complex sample preparations and the risk of contamination.Herein, we introduce an approach t

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An Efficient Deep Learning Approach to Automatic Glaucoma Detection Using Optic Disc and Optic Cup Localization

Glaucoma is an eye disease initiated due to excessive intraocular pressure inside it and caused complete sightlessness at its progressed stage.Whereas timely glaucoma screening-based treatment can save the patient from complete vision loss.Accurate screening procedures are dependent on the availability of human experts who performs the manual analy

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A Rare Cause of Neonatal Hypotonia: First Case of Autosomal Recessive Fast-Channel Congenital Myasthenic Syndrome Type 1B in Albania

Hypotonia Mood is a concern, with high morbidity and poor outcomes in 10% of neonatal care cases.Neonatal hypotonia presents a diagnostic challenge for neonatologists, as it may be a sign of a central nervous disorder (hypoxic-ischemic insult, intracranial hemorrhage, cerebral palsy), inborn errors of metabolism, a primary neuromuscular disorder, o

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