Bentham and Hooker's system of classification in botany is a natural system based on a large number of characters considered simultaneously. Proposed by British taxonomists George Bentham and Joseph Dalton Hooker, this system categorizes seed plants into classes, orders, families, and genera. It is

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Explore the categorization and classification of ships based on usage and support type. Delve into the factors influencing ship design such as size, speed, payload, range, seakeeping, maneuverability, stability, and special capabilities. Learn about the various methods of ship classification, includ

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Pathogen-reduced platelets play a crucial role in reducing the risk of transfusion-transmitted infections through pathogen inactivation technology (PIT). This technology provides an additional layer of safety against various pathogens including viruses, bacteria, protozoa, and leukocytes. Platelet c

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This slideshow provides an overview of tumor classification, nomenclature, and key concepts in pathology. It covers the definitions of neoplasm, tumor, and oncology, the classification of tumors into benign and malignant categories, as well as the importance of stroma in tumor behavior. It also expl

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This update covers the latest developments in pathogen reduction of platelets, including the introduction of whole blood containing platelets. Key strategic initiatives focus on assessing post-collection blood product manipulation processes and developing new products to meet healthcare needs. The a

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Understanding plant classification through taxonomy, identification, and naming processes. Learn about the botanical structures such as roots, venation patterns, flowers, and vascular bundles. Explore the principles of binomial nomenclature, genus, and species differentiation. Discover the diverse s

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Genitourinary Tract Infections and Sexually Transmitted Infections (STIs) are common conditions affecting both men and women. This article, presented by Prof. Dr. Mete Kılcıler from the Department of Urology at Bahçeşehir University School of Medicine, delves into the various aspects of UTIs, in

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The Food and Drug Administration (FDA) plays a crucial role in regulating research, manufacturing, marketing, and distribution of medical devices. Medical devices are classified based on risk and intended use, with three main categories determining regulatory pathways. The classification system help

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Laboratory animals play a crucial role in scientific research due to their physiological similarity to humans. Common types include mice, rats, hamsters, guinea pigs, rabbits, and monkeys. They are classified into conventional and gnotobiotic animals based on their microbial status. Specific pathoge

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A classification key is a tool with questions and answers, resembling a flow chart, to identify or categorize things. It helps in unlocking the identification of objects or living things. Explore examples like the Liquorice Allsorts Challenge and Minibeast Classification Key. Also, learn how to crea

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Fingerprint classification is crucial in establishing a protocol for search, filing, and comparison purposes. It provides an orderly method to transition from general to specific details. Explore the Henry Classification system and the NCIC Classification, and understand why classification is pivota

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ROC curves are extended to multiclass classification to evaluate the performance of models in scenarios such as binary, multiclass, and multilabel classifications. Different metrics such as True Positive Rate (TPR), False Positive Rate (FPR), macro, weighted, and micro averages are used to analyze t

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Phytophthora is a destructive plant pathogen that infects various crops, causing symptoms like leaf lesions and rotting tubers. Its somatic structure includes profusely branched hyphae, and it reproduces asexually through zoospores. The germination process involves the spread of spores by wind and w

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Innovative N-Assay developed by Jonathan Faro, MD, PhD, offers a faster, more accurate, and cost-effective solution for detecting bacterial pathogens in healthcare settings. Unlike traditional assays, N-Assay differentiates between viable and non-viable pathogens, provides information on antibiotic

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Classification is a key form of data analysis that involves building models to categorize data into specific classes. This process, which includes learning and prediction steps, is crucial for tasks like fraud detection, marketing, and medical diagnosis. Classification helps in making informed decis

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WIPO is applying artificial intelligence to enhance text classification in international patent and trademark systems. The projects involve automatic text categorization in the International Patent Classification and Nice classification for trademarks using neural networks. Challenges such as the av

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Salmonella, a genus of bacteria, includes species causing various diseases in humans, cattle, sheep, goats, and poultry. The pathogen can be transmitted through contaminated food and is classified into typhoidal and nontyphoidal serovars. Nontyphoidal serovars are common and typically lead to self-l

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Explore the world of taxonomy and scientific classification, from the discipline of classifying organisms to assigning scientific names using binomial nomenclature. Learn the importance of italicizing scientific names, distinguish between species, and understand Linnaeus's system of classification.

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Scientist must adhere to lab safety protocols including wearing safety gear, proper waste disposal, and handling chemicals carefully. The classification of pathogens varies by country based on WHO guidelines into four risk groups. Understanding these protocols and classifications is crucial for a sa

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Explore the basics of fingerprint classification, including Henry Classification and NCIC Classification systems. Learn about the importance of classification in establishing protocols for searching and comparison. Discover the components of Henry Classification, such as primary, secondary, sub-seco

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BioStatistics involves the classification of data into groups based on common characteristics, allowing for analysis and inference. Classification organizes data into sequences, while tabulation systematically arranges data for easy comparison and analysis. This process helps simplify complex data,

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Decision tree learning is a fundamental classification method involving a 3-step process: model construction, evaluation, and use. This method uses a flow-chart-like tree structure to classify instances based on attribute tests and outcomes to determine class labels. Various classification methods,

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Learn how to download a MicroBIGG-E table containing all CARBAPENEM genes found in Pathogen Detection isolate assemblies on NCBI. Follow a step-by-step guide to select, filter, and download subsets of data in batches to get the complete dataset.

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This content delves into the concept of text classification in information retrieval, focusing on training classifiers to categorize documents into predefined classes. It discusses the formal definitions, training processes, application testing, topic classification, and provides examples of text cl

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Learn how to correctly cite the Pathogen Detection Resource and data within NCBI Pathogen Detection. Follow guidelines on citing the entire resource, subsets of data, accessing Isolates Browser & MicroBIGG-E, using NCBI AMR resources, and acknowledging data submitters in your manuscript.

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Scientists use classification to group organisms logically, making it easier to study life's diversity. Taxonomy assigns universally accepted names to organisms using binomial nomenclature. Carolus Linnaeus developed this system, organizing organisms into species, genus, family, order, class, phylum

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The presentation discusses the classification and valuation of mineral and energy resources in national accounts balance sheets, focusing on the alignment between the System of Environmental-Economic Accounting (SEEA) and the System of National Accounts (SNA) frameworks. It highlights the need for a

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This course on Fundamentals of Plant Pathology, led by Mr. Vikash Kumar, covers essential topics such as disease identification, pathogen nature, disease management strategies, pathogen classification, and plant disease diagnosis. It delves into the reproduction and classification of plant pathogeni

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Focused on standardizing plant pathogen strain identification, the CPPSI initiative by UC Davis works towards enhancing the industry's capabilities. Through reference materials and strategic collaborations, CPPSI aims to streamline disease management processes and promote sustainability. The project

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Streptococci are diverse Gram-positive bacteria found in nature, some of which are part of the human microbiota while others cause diseases. This article discusses the morphology, classification, hemolysis properties, Lancefield grouping, and details about Streptococcus pyogenes, a significant human

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CPPSI, a science-based initiative in the vegetable seed industry, aims to standardize plant pathogen strain identification using host differentials and reference strains. The goals include developing differential host sets, enhancing awareness, and facilitating material distribution. Criteria for ex

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Alessandro Ruggeri presents the collaboration between DUNE-Italia and Nu@FNAL Bologna group on event classification in sand using deep learning. The project involves applying machine learning to digitized STT data for event classification, with a focus on CNNs and processing workflows to extract pri

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This research explores the challenges and solutions in semi-supervised entity classification within incomplete class hierarchies. It addresses issues related to food, animals, vegetables, mammals, reptiles, and fruits, presenting an optimized divide-and-conquer strategy. The goal is to achieve semi-

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Lipids play a central role in signal molecule production for actively modifying the invasive capabilities of pathogens and the defensive mechanisms of plants during inter and intra-plant-pathogen interactions. They are essential constituents of membranes, providing structural support and serving div

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Classification in data mining involves assigning objects to predefined classes based on a training dataset with known class memberships. It is a supervised learning task where a model is learned to map attribute sets to class labels for accurate classification of unseen data. The process involves tr

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Hutchinson and Takhtajan, as presented by Dr. R. P. Patil, Professor & Head of the Department of Botany at Deogiri College, Aurangabad, have contributed significantly to the field of plant classification. John Hutchinson, a renowned British botanist, introduced a classification system based on princ

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The content covers key information about the EPA's Ozone Advance Program, including the basics of ozone, the Clean Air Act requirements, designation vs. classification, classification deadlines, and marginal classification requirements. It explains the formation of ozone, the importance of reducing

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Utilize the Isolates Browser on NCBI Pathogen Detection platform to search for carbapenem-resistant isolates without common acquired resistance genes. Follow steps such as using AST phenotypes and AMR genotypes, cross-browser selection, and filters to isolate relevant results. Detailed instructions

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Dr. E. S. Gopi and Dr. S. Deivalakshmi propose a project at the Indian Institute of Remote Sensing to use Generative Adversarial Networks (GAN) for converting low-resolution hyperspectral images into high-resolution ones and developing a classifier for pixel-wise classification. The aim is to achiev

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In the realm of high-dimensional classification with scarce positive examples, challenges like imbalanced data distribution and limited data availability can hinder traditional classification methods. This study explores innovative strategies such as robust covariances and smoothed kernel distributi

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