challenges and opportunities for public health made possible by advances in natural language processing

Answers

Answer 1

Natural language processing is an important AI technology for comprehending unstructured, frequently technical healthcare data and information.

What exactly is natural language processing (NLP)?

Natural language processing is a branch of linguistics, computer science, as well as artificial intelligence that studies how computers interact with human language, specifically how to design computers to process and analyze massive volumes of natural textual information.

What is the most difficult aspect of natural language?

The basic issue of NLP is to interpret and model items in a changing context. Words in a natural language are unique, yet they can possess different meanings depending upon the context, resulting in ambiguity at the lexical, syntactic, as well as semantic levels.

What role does natural language processing play in healthcare?

Natural language processing technology in healthcare can scan clinical writing and determine what needs to be retrieved in seconds. This frees up physicians' and staff resources that focus on more difficult issues, while also reducing time spent on unnecessary administrative policy.

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Related Questions

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HEMATOLOGY
1. ROOT ....
2. COMBINING FORM
3. SUFFIX...
TRANSGASTRIC
1. PREFIX....
2. ROOT...
3. SUFFIX...
ARTHRITIS
1. ROOT.......
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Answers

You got this just read the question

question 7 please help you get brianlest!

question 7 please help you get brianlest!

Answers

Answer:

40≥3(2.47+3.5)+5.66x

Explanation:

This could be a possible inequality for this situation, since Rosa only has $40 to spend and can't go over that amount, so it should be equal to or 40 should be greater than. The amount spent on popcorn, candy, and tickets has to be less than the amount of money Rosa has, $40.

Hope this helps! :)

access to the care of specialist physicians is limited in which type of health plan?

Answers

Answer:

Access to the care of specialist physicians may be limited in a health plan that has a limited provider network or a health maintenance organization (HMO) plan.

Limited provider network plans typically have a smaller group of healthcare providers, hospitals, and specialists that are covered by the plan. If a patient seeks treatment from a specialist who is not in the network, they may need to pay higher out-of-pocket costs or may not be covered at all.

HMO plans require that patients see physicians and specialists within the plan's network to receive coverage. If a patient seeks treatment from a specialist outside of the network, they may not be covered for the care, except in cases of emergency or with prior authorization.

On the other hand, Preferred Provider Organization (PPO) plans typically have a larger provider network, which allows patients to choose from a broader range of specialists and providers. However, patients may need to pay higher out-of-pocket costs for choosing out-of-network providers.

Access to the care of specialist physicians is primarily limited in a type of health plan known as Health Maintenance Organization (HMO) plans. HMOs are structured to provide healthcare services within a specific network of healthcare providers.

In an HMO, patients choose a primary care physician (PCP) who acts as a gatekeeper for their healthcare needs. The PCP is responsible for providing basic care, diagnosing medical issues, and referring patients to specialist physicians when necessary.However, to see a specialist, patients usually need a referral from their PCP, which can sometimes result in delayed access to specialized care. Moreover, HMOs often require patients to choose specialists within their network, limiting their options further. This can lead to longer waiting times and a potentially limited selection of specialists.Additionally, HMOs may impose restrictions on the type or amount of care provided by a specialist, and patients may not receive coverage for out-of-network care unless it is deemed necessary and authorized by the HMO.In contrast, other health plans such as Preferred Provider Organization (PPO) plans or Point of Service (POS) plans offer greater flexibility in choosing specialists and often do not require referrals from a primary care physician. However, these plans may come with higher out-of-pocket costs for patients.In summary, access to specialist physicians is most limited in HMO health plans, where patients need referrals from their primary care physician and must choose specialists within the HMO's network. This can result in longer waiting times and limited choices for patients seeking specialized care.

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What's an easy way to remember trisomy 13 (patau)?

Answers

One way to remember trisomy 13, also known as Patau syndrome, is to associate it with the number 13. For example: "Trisomy Thirteen" has the same number of letters as "Patau Syndrome"

You can remember "Trisomy 13" by thinking of it as "unlucky 13," since it is associated with a range of physical and cognitive abnormalities

You could also associate the "P" in "Patau" with "Plus one," representing the extra chromosome 13 in affected individuals.

Remembering Patau syndrome can be challenging, but using mnemonic devices and associations can help make it easier to recall. It is important to seek professional medical advice and genetic counseling if you or a loved one suspect that they may have Patau syndrome or are at risk of having a child with this condition.

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The waste product formed by the normal breakdown of hemoglobin in red blood cells and cholesterol is chyme.true or false

Answers

False. Cholesterol and hemoglobin in red blood cells normally break down, resulting in the waste product known as chyme.

Why do blood cells serve this purpose?

Our body receives oxygen from the lungs through the red blood cells, which serve as a key conduit for that oxygen. Additionally, carbon dioxide and other wastes are carried by red blood cells back to the lungs for exhalation. The protein hemoglobin allows red blood cells to transport oxygen.

Blood cells, where are they?

The bone marrow is where blood is created. The spongy substance that generates all different types of blood cells, called bone marrow, is located in the middle of the bones. Other bodily systems and organs assist in controlling blood cell production.

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Are Viruses prokaryotes.

Answers

Answer:

?

Explanation:

whats your question i don't get it

Viruses are neither prokaryotic or eukaryotic because they aren’t living.

What methods could Portia use to verify benefits

Answers

The method of tenno
\(\textbf[Answer/tex]

A client with atrial fibrillation secondary to mitral stenosis is receiving a heparin sodium infusion at 1000 units/hour and warfarin sodium (Coumadin) 7.5 mg at 5:00 PM daily. The morning laboratory results are as follows: activated partial thromboplastin time (aPTT) = 32 seconds; internationalized normalized ratio (INR) = 1.3. The nurse should plan to take which action based on the client's laboratory results?a) Collaborate with the health care provider (HCP) to discontinue the heparin infusion and administer the warfarin sodium as prescribed.b) Collaborate with the HCP to obtain a prescription to increase the heparin infusion and administer the warfarin sodium as prescribed.c) Collaborate with the HCP to withhold the warfarin sodium since the client is receiving a heparin infusion and the aPTT is within the therapeutic range.d) Collaborate with the HCP to continue the heparin infusion at the same rate and to discuss use of dabigatran etexilate (Pradaxa) in place of warfarin sodium.

Answers

60-second activated partial thromboplastin time.

Explain what thermoplastic is.

Thermoplastics are polymers that can be heated to make them pliable for processing before allowing them to cool and harden. They retain their chemical characteristics after cooling, allowing for many melting and reusing operations.

Which seven thermoplastic types are there?

Polyethylene (PE), polyvinyl chloride (PVC), and polystyrene (PS) are examples of thermoplastic materials that are frequently used in packaging. Polyesters, nylon, fluoropolymers, polyesters, and polyimides are other categories of thermoplastics. All of these kinds can be repeatedly melted down and reconfigured into various shapes.

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Mr. Jones's prescription calls for 1.04 tablets per day. Based on this information, how many tablets should Mr. Jones take per day? a) 1.25 O b) 1.5 c) 10 d) 2

Answers

Answer:

1.25 is the closest to 1.04

Explanation:

Give the similarities and differences between the clinical thermometer and laboratory thermometer

Answers

The clinical thermometer and laboratory thermometer are both used to measure temperature. However, there are some key differences between the two.

Similarities:
- Both clinical and laboratory thermometers are designed to measure temperature accurately.
- They both use a bulb filled with a liquid (usually mercury or alcohol) that expands or contracts with temperature changes.

Differences:
- Clinical thermometers are typically used for measuring human body temperature, while laboratory thermometers are used in scientific experiments and research.
- Clinical thermometers usually have a narrower temperature range (around 35-42 degrees Celsius), whereas laboratory thermometers can measure a wider range of temperatures (-10 to 110 degrees Celsius or more).
- Laboratory thermometers are often more precise and have smaller temperature increments compared to clinical thermometers.
- Laboratory thermometers are usually longer in length compared to clinical thermometers.

In conclusion, the clinical and laboratory thermometers share similarities in their basic design and function. However, they differ in their specific usage, temperature range, precision, and size.

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Treating a patient for parkinson’s disease includes administering a chemical that will lead to increases in the patient’s.

Answers

Treating a patient for Parkinson's disease includes administering a chemical that will lead to increases in the patient’s Dopamine. The tremors linked to Parkison's Disease are brought on by a dopamine deficit.

A complex motor illness called Parkinson's disease can lead to accidental or uncontrollable movements. Low dopamine levels in the brain are frequently to blame for its occurrence. A neurotransmitter called dopamine is crucial for movement and coordination.

Parkinson's disease (PD) is a degenerative ailment brought on by the deterioration of movement-controlling nerve cells in the brain. Dopamine and other neurotransmitters typically collaborate to aid in the coordination of movement. But this is impossible without enough dopamine.

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what is the sickness ligma?

Answers

Answer:

Ligma is a made-up disease and internet hoax claimed to have killed popular Fort-nite video game streamer Ninja.

lol

Imagine you are sitting next to a person who has a very strong body odor on a crowded bus. All you can think about is getting off the bus, so you will not have to smell the person any longer. You know that body odor can mean someone has health problems, so you begin to fear for your own health. You have learned that if a person has significantly poor hygiene, it can cause harm for those around them.

Answer the following questions:

What are the differences between communicable and noncommunicable diseases?
What types of diseases can result from poor hygiene?
What connections can you make about poor hygiene and communicable diseases?

Answers

The answers include the following:

Communicable diseases are the diseases which are spread from one individual to another while noncommunicable diseases are the diseases which aren't passed from one person to another.The types of diseases which can result from poor hygiene are athlete's foot and body lice.Poor hygiene can result in the spread of communicable disease due to the presence of pathogens in an overcrowded or dirty environment.

What is Hygiene?

These refers to the different methods and techniques which helps limited the spread of diseases and maintain a healthy living.

Poor hygiene is common with poverty and overcrowded places which promotes the spread of communicable diseases and is dangerous due to it straining the healthcare system in the area.

This therefore makes the above answers provided as the most appropriate choices.

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Sentence Completion
In the space provided, write the word.
11.____are immature bone cells that create new bone.
12.____are cells that digest old bone in prepara-
tion for new bone growth.
13. The process of bone hardening is called____
14._____is the process of blood formation.
15. The fibrous bands that attach bone to bone are_____
16. The_____
is commonly known as the shaft of are long bone.

Answers

Answer:

11. Osteoblasts

12. Osteoclasts

16. Diaphysis

Explanation:

Which of the following statements are consistent with advice from the Physical Activity Guidelines for Americans? Adults should perform 150 minutes of moderate-intensity physical activity per week.

Answers

150 minutes per week of moderate-intensity exercise are recommended for adults. Children need to be active for at least 60 min every day.

Exercises that raise your heart rate to 50% to 60% over resting levels are considered moderate-intensity activities. According to Travers, many groups have slightly varied guidelines. Exercise that requires only a moderate level of physical effort includes the following:

Walking two kilometers in 30 minutes. cycling for 15 minutes over four miles. stair climbing for fifteen minutes. thirty minutes of brisk dancing. According to this review, yoga is often categorized as a low-intensity physical activity.

Surya Namaskar is one of the sequences/poses that meets the requirements for moderate-intensity exercise to vigorous-intensity activity. Walking at a speed of 3 to 4 miles per hour is therefore regarded as requiring 4 METs and being a moderate-intensity activity.

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why shouldn't you use an AED on someone having a heart attack​

Answers

Answer:

Remember, a heart attack can turn into cardiac arrest if the heart becomes damaged. If the person is not responsive when you yell at him, assume it is CARDIAC ARREST and start CPR.

Explanation:

The  AED      

could change the heartbeat pattern

Define the term regulatory condition

Answers

ANSWER:
Regulatory Conditions include the number of steps, the size of each step, and the shape of the staircase, just to name a few. Alongside this, the regulatory and non-regulatory conditions within the environmental context.

STEP BY STEP:
hope this helps. :)

What first antibody Response to viral infections​

Answers

Answer:

hello the awnser should be Fc receptors

What is the difference between co pay and deductible?

Answers

A copay is a common form of cost-sharing under many insurance plans. Copays are a fixed fee you pay when you receive covered care like an office visit or pick up prescription drugs.

A deductible is the amount of money you must pay out-of-pocket toward covered benefits before your health insurance company starts paying.

women are at greater risk of alzheimer's disease than men and are 1.5 times as likely to be affected by depression. group of answer choices true false

Answers

True, women are at greater risk of Alzheimer's disease than men and are 1.5 times as likely to be affected by depression.

Why are women 1.5 times as likely to be affected by depression?

Women are 1.5 times as likely to be affected by depression compared to men, and the reasons for this are also not yet fully understood. It is believed that hormonal changes, such as those that occur during the menstrual cycle, pregnancy, and menopause, may play a role. Additionally, social and cultural factors may contribute to the higher rates of depression in women, such as gender inequality, discrimination, and the unequal distribution of caregiving responsibilities. Finally, genetic and environmental factors may also be involved.

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which standalone prescription drug plan is best for a dual-eligible chooser?

Answers

Medicare Prescription Drug Plan standalone prescription drug plan is best for a dual-eligible chooser

Medicare Part D is another name for the Prescription Drug Plans (PDPs) offered by Medicare. Everyone who qualifies for Medicare Part A and/or is enrolled in Medicare Part B is eligible for prescription drug insurance through the government program known as Medicare Part D.

Take the time to comprehend how the various plans operate before choosing one. You will be better able to decide which plan is best for you and make an informed selection.

If you enroll in a Medicare PDP and your Medicare Advantage Plan covers prescription drugs, your enrollment in the Medicare Advantage Plan will be terminated, and Original Medicare will resume along with your Medicare PDP.

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The most common and significant complication associated with an acute abdomen is?

Answers

The answer to your question is: Peritonitis

andrew has been experiencing pain while urinating. On examination,his doctor observes that andrew has inflamed testes. What is andrews doctors diagnosis

Answers

Answer:

Orchitis,

Explanation:

Cryptorchidism  means:  A testicle that hasn't moved into the bag of skin below the penis before birth.

Balanitis  means: Inflammation of the foreskin and head of the penis.

Anorchia, also known as anorchism, is a rare congenital condition in which a male baby grows inside the womb without testes.

And Orchitis is inflammation of one or both of the testicles.

Hope this helped!

What is the main type of healthcare system currently used in the united states?

Answers

Answer: Unlike many other leading countries, the US healthcare system is a privately owned and free market system. In short, this means that hospitals and healthcare facilities are for-profit. It stands in contrast to places like the UK and Canada, where the healthcare system is public and free at point-of-use.

Explanation:

The Healthcare System in the United States

The healthcare system in the United States is internationally known, but not always for the right reasons. Many of its services are world-leading and much of its training of doctors is held to a high standard. If you’re planning to move to the United States, it’s worth knowing a bit more about the healthcare system, including how you access it as an immigrant.

The Healthcare System in the United States

Unlike many other leading countries, the US healthcare system is a privately owned and free market system. In short, this means that hospitals and healthcare facilities are for-profit.

It stands in contrast to places like the UK and Canada, where the healthcare system is public and free at point-of-use. Other countries, such as France, have subsidized healthcare systems. Citizens pay something for medical care, but it’s much less than the service costs.

The United States isn’t the only country that operates on this kind of structure. But, it’s easily the most expensive healthcare system in the world, thanks in part to the relationship between pharmaceutical companies and the government. Although the country’s services are amazing, they’re more expensive than they need to be.

Prons

High-level

Medical training in the US is held to a very high standard (mainly because there’s so much money involved). The country’s doctors certainly know their stuff, but there’s always a very large bill attached to visiting specialists.

World Leading

The USA has many excellent medical research systems like Harvard Medical School and Mayo Clinic. Such health systems also conduct valuable research regarding health technology and drugs. The USA health system is successful for its quick health care delivery systems and economics.

Short Waiting Times

A limiting factor in public healthcare is the waiting times. This isn’t usually the case in the US due to the number of specialists and the amount it costs to see them.

Plenty of Resources

The competitive markets of the health system in the USA increase economic efficiency and improve resources. Granted, some companies have a monopoly on medication, there’s at least plenty to go around. The healthcare system in the US might be lacking some things, but medication isn’t one of them.

Cons

Economic Disparity

The healthcare system in the United States favors companies and the rich over everyday people. It leads to minorities and the unemployed not having insurance. Therefore, they are not capable of getting any medical services.

On the other hand, people with high incomes mostly pay their medical fees using pre-tax income. Some wealthy people and firms in the USA get a ‘tax break’ in order to access different medical services. For example, some companies have to pay health insurance instead of paying the tax for their employees.

Healthcare is Expensive

There’s no point saying otherwise: the healthcare system in the United States is expensive. It’s almost impossible to understand unless you’ve seen someone’s hospital bill. For example, in California, you can expect to pay more than $3,000 for a single day in hospital. Granted, your insurance covers most of this, but it’s still expensive.

This is why insurance is a must. Unfortunately, it leads to issues with people who don’t have insurance denying necessary procedures. So, if you’re moving to the US, make sure you have some medical cover.

Government Control the Healthcare System in the United States

Governments will always be involved in national healthcare. However, in the US, federal involvement is patchy. It accounted for only 47% of the $2.3 trillion spent on several health care products and services. The rest came from private companies.

On the other hand, the government has the power (in theory) to end public insurance services. For example, Trump tried to end Medicare and Medicaid during his presidency, although he didn’t succeed.

bob is a telemarketer so spent a large amount of his day sitting. however, bob is also a high level marathon runner so he gets a high volume of moderate to high intensity exercise. does this type of lifestyle help him lower his risk of mortality?

Answers

Yes, this type of lifestyle helps him lower his risk of mortality.

A healthy lifestyle is one that assists people in maintaining and improving their health and well-being while simultaneously dealing with stress. Many governments and non-governmental groups are working to promote healthy living. Healthy living has a long-term impact. Healthy nutrition, physical activity, weight control, and stress management are all part of being healthy.

A balanced diet is part of a healthy lifestyle. This does not imply eliminating vital food categories from your diet or lowering your daily calorie intake. A well-balanced diet includes foods from all food categories at each meal. Meats, dairy products, fruits, and vegetables are all key components of a balanced diet.

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The ______ name is assigned by the U.S. Adopted Name Council.

Answers

Answer:

USAN COUNCIL

Explanation:

A box of pseudoephedrine contains 10 tablets with a strength of 120 per tablet. How many boxes may a patient purchase in a 30 day period If purchasing from a retail pharmacy ?

Answers

Answer:

3 boxes.

Explanation:

30/10= 3

Answer:

C

Explanation:

hope this helps :D

What pathologic or disease state might necessitate the use of one class of diuretics over another? Give an example and explain.

Answers

The pathologic or disease state might necessitate the use of one class of diuretics over another is liver disease.

Spironolactone is the class one diuretic recommended for a patient with cirrhosis and edema.

What are diuretics ?

A diuretic is described as any substance that promotes diuresis, the increased production of urine and this might includes forced diuresis.

There are three known types of diuretics and they include:

Thiazide. Loop. Potassium sparing.

The use of some diuretics is also prominent in cases of overdose or poisoning as they help to increase the excretion of certain substances from the patient's body.

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dentify the true statement.
a.
PK is not a good predictor of how quickly the PD effect will start.
b.
How quickly a drug is distributed in the body is a study of pharmacodynamics of a drug.,
c.
How slow (or fast) a drug is metabolized can allow us to determine the dosing schedule of a drug.
d.
Both b and c

Answers

The true statement is b. How quickly a drug is distributed in the body is a study of pharmacodynamics of a drug.

Pharmacodynamic actions of a drug include stimulating activity by directly inhibiting a receptor and its downstream effects. Depressing activity by direct receptor inhibition and its downstream effects. Antagonistic or obstruction a receptor by binding to that, however not activating it.

4 stages of pharmacodynamics are Absorption: Describes however the drug moves from the location of administration to the location of action. Distribution: Describes the journey of the drug through the blood to varied tissues of the body. Metabolism: Describes the method that breaks down the drug. Excretion: Describes the removal of the drug from the body.

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A nurse is caring for a client who is having a nonstress test performed. The fetal heart rate (FHR) is 130 to 150/min, but there has been no fetal movement for 15 min. Which of the following actions should the nurse perform?

Immediately report the situation to the client's provider and prepare the client for induction of labor.

Encourage the client to walk around without the monitoring unit for 10 min, then resume monitoring

Offer the client a snack of orange juice and crackers.

Turn the client onto her left side.

Answers

The nurse should turn the client onto her left side. Option 4.

Nonstress test

The nonstress test is a prenatal test that evaluates the fetal heart rate (FHR) response to fetal movement. In this scenario, the client's FHR is within the normal range of 130 to 150 beats per minute, but there has been no fetal movement for 15 minutes, which is a concern.

In this situation, the nurse should first take measures to stimulate fetal movement before considering any further interventions. Turning the client onto her left side can improve blood flow to the fetus and stimulate fetal activity. The nurse should reposition the client and continue to monitor the fetal heart rate for at least 10-15 minutes to see if there is any change in the fetal heart rate or fetal movement.

If there is no response to repositioning and further fetal stimulation, the nurse should report the situation to the healthcare provider for further evaluation and management.

Thus, the appropriate action for the nurse to perform in this scenario is to turn the client onto her left side and monitor the FHR for any change.

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