Extraction

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Key phrase extraction is one of the features offered by Azure Cognitive Service for Language, a collection of machine learning and AI algorithms in the cloud for developing intelligent applications that involve written language. Use key phrase extraction to quickly identify the main concepts in text. For example, in the text \"The food was delicious and the staff were wonderful.\", key phrase extraction will return the main topics: \"food\" and \"wonderful staff\".

To use key phrase extraction, you submit raw unstructured text for analysis and handle the API output in your application. Analysis is performed as-is, with no additional customization to the model used on your data. There are two ways to use key phrase extraction:

An AI system includes not only the technology, but also the people who will use it, the people who will be affected by it, and the environment in which it is deployed. Read the transparency note for key phrase extraction to learn about responsible AI use and deployment in your systems. You can also see the following articles for more information:

If a wisdom tooth doesn't have room to grow (impacted wisdom tooth), resulting in pain, infection or other dental problems, you'll likely need to have it pulled. Wisdom tooth extraction may be done by a dentist or an oral surgeon.

Most wisdom tooth extractions don't result in long-term complications. However, removal of impacted wisdom teeth occasionally requires a surgical approach that involves making an incision in the gum tissue and removing bone. Rarely, complications can include:

Your dentist may perform the procedure in the office. However, if your tooth is deeply impacted or if the extraction requires an in-depth surgical approach, your dentist may suggest you see an oral surgeon. In addition to making the area numb with local anesthetic, your surgeon may suggest sedation to allow you to be more comfortable during the procedure.

You and your doctor may determine that you need a tooth extraction for any number of reasons. Some teeth are extracted because they are severely decayed; others may have advanced periodontal disease, or have broken in a way that cannot be repaired. Other teeth may need removal because they are poorly positioned in the mouth (such as impacted teeth), or in preparation for orthodontic treatment.

After the blood clot forms it is important to not disturb or dislodge the clot. Do not rinse vigorously, suck on straws, smoke, drink alcohol or brush teeth next to the extraction site for 72 hours. These activities may dislodge or dissolve the clot and hinder the healing process. Limit vigorous exercise for the next 24 hours, as this increases blood pressure and may cause more bleeding from the extraction site.

We offer surgical services for those who need removal of teeth, replacement of teeth with dental implants, correction of their bites and facial cosmetic surgery. Top services: dental implants, TMJ (jaw joint) treatment, wisdom teeth removal, extractions, bone grafts and cleft lip and palate treatment.

Although permanent teeth were meant to last a lifetime, there are a number of reasons why tooth extraction may be needed. A very common reason involves a tooth that is too badly damaged, from trauma or decay, to be repaired. Other reasons include:

Infection. If tooth decay or damage extends to the pulp -- the center of the tooth containing nerves and blood vessels -- bacteria in the mouth can enter the pulp, leading to infection. Often this can be corrected with root canal therapy (RCT), but if the infection is so severe that antibiotics or RCT do not cure it, extraction may be needed to prevent the spread of infection.

Dentists and oral surgeons (dentists with special training to perform surgery) perform tooth extractions. Before pulling the tooth, your dentist will give you an injection of a local anesthetic to numb the area where the tooth will be removed. In some instances, your dentist may use a strong general anesthetic. This will prevent pain throughout your body and make you sleep through the procedure.

Once the tooth has been pulled, a blood clot usually forms in the socket. The dentist will pack a gauze pad into the socket and have you bite down on it to help stop the bleeding. Sometimes the dentist will place a few stitches -- usually self-dissolving -- to close the gum edges over the extraction site.

Although having a tooth pulled is usually very safe, the procedure can allow harmful bacteria into the bloodstream. Gum tissue is also at risk of infection. If you have a condition that puts you at high risk for developing a severe infection, you may need to take antibiotics before and after the extraction. Before having a tooth pulled, let your dentist know your complete medical history, the medications and supplements you take, and if you have one of the following (note that this list is not complete):

IEA, Share of top producing countries in extraction of selected minerals and fossil fuels, 2019, IEA, Paris -and-statistics/charts/share-of-top-producing-countries-in-extraction-of-selected-minerals-and-fossil-fuels-2019, IEA. Licence: CC BY 4.0

Industries in the Oil and Gas Extraction subsector operate and/or develop oil and gas field properties. Such activities may include exploration for crude petroleum and natural gas; drilling, completing, and equipping wells; operating separators, emulsion breakers, desilting equipment, and field gathering lines for crude petroleum and natural gas; and all other activities in the preparation of oil and gas up to the point of shipment from the producing property. This subsector includes the production of crude petroleum, the mining and extraction of oil from oil shale and oil sands, and the production of natural gas, sulfur recovery from natural gas, and recovery of hydrocarbon liquids.

This section provides information relating to employment in oil and gas extraction. These data are obtained from employer or establishment surveys. The following tables present an overview of the industry including the number of jobs, data for occupations common to the industry, and projections of occupational employment change.

This section presents data on employee earnings and weekly hours. The latest industry averages of hourly earnings and weekly hours are shown. In addition, recent hourly and annual earnings are shown for occupations commonly found in oil and gas extraction.

This section presents data for the industry on the number of workplace fatalities and the rates of workplace injuries and illnesses per 100 full-time workers in oil and gas extraction. An injury or illness is considered to be work-related if an event or exposure in the work environment either caused or contributed to the resulting condition or significantly aggravated a pre-existing condition.

This section presents data on the number of establishments in oil and gas extraction. Also included in this section is information on productivity, presented as the rate of change in output per hour of workers in the industry.

Most apps offer users very little interaction with text beyond the basiccut/copy/paste operations. Entity extraction improves the user experience insideyour app by understanding text and allowing you to add helpful shortcuts basedon context.

The entity extraction API allows you to recognize specific entities withinstatic text and while you're typing. Once an entity is identified, you caneasily enable different actions for the user based on the entity type. Supportedentities included are:

The Center for Creative Ecologies runs an ongoing reading group, which in Winter and Spring 2017 will look at a range of texts critically addressing extraction. More information on the reading group, which is open to students and faculty, can be found here.

Visit San Ardo oil field with environmental and community activist Mary Hsia-Coron, learning about the processes of oil extraction in California and ongoing community efforts to ban fracking in the state.

A major bottleneck for metagenomic sequencing is rapid and efficient DNA extraction. Here, we compare the extraction efficiencies of three magnetic bead-based platforms (KingFisher, epMotion, and Tecan) to a standardized column-based extraction platform across a variety of sample types, including feces, oral, skin, soil, and water. Replicate sample plates were extracted and prepared for 16S rRNA gene amplicon sequencing in parallel to assess extraction bias and DNA quality. The data demonstrate that any effect of extraction method on sequencing results was small compared with the variability across samples; however, the KingFisher platform produced the largest number of high-quality reads in the shortest amount of time. Based on these results, we have identified an extraction pipeline that dramatically reduces sample processing time without sacrificing bacterial taxonomic or abundance information.

Background: With the rapid adoption of electronic health records (EHRs), it is desirable to harvest information and knowledge from EHRs to support automated systems at the point of care and to enable secondary use of EHRs for clinical and translational research. One critical component used to facilitate the secondary use of EHR data is the information extraction (IE) task, which automatically extracts and encodes clinical information from text.

This funding includes multiple awards investing well over $15 million in for the research and development of technologies that enable lithium recovery from geothermal brine. Projects include demonstration and pilot-scale facilities and technical and economic evaluation of the lithium extraction process.

Extraction solvents are solvents used in an extraction procedure during the processing of raw materials, of foodstuffs, or of components or ingredients of these products and which are removed but which may result in the unintentional, but technically unavoidable, presence of residues or derivatives in the foodstuff or food ingredient. 59ce067264

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