A few years ago I attended a virtual oncology congress as a speaker where one of the attending professors asked me about the IT infrastructure in medical practices. Knowing the medical reality, he inquired whether those existing computers and accompanying systems would allow the use of advanced technologies such as artificial intelligence (AI). Practically, he wanted to know how I think existing hardware should be upgraded to make it ready for AI.
To answer him, I made a seemingly unrelated analogy coming from the video game industry: cloud gaming. This approach, where the cloud handles all the processing power, has gained traction; bypassing the need for powerful PCs and consoles altogether. I told him that I believe the same fate awaits medical professionals and hospitals with limited IT infrastructure that still want to benefit from power-hungry technologies like AI.
And by now, reality has caught up with this prediction: CareCloud already uses Google Cloud to help power its own operational needs and enable generative AI and search functionality in its products.
By using Google’s offerings such as Vertex AI and Generative AI App Builder, the company is developing tools to bring physicians at smaller practices the same AI-enabled capabilities that are increasingly available at large hospitals and health systems.”
Physicians working in smaller practices could ask generative AI more complex clinical questions and gain deeper insights with evidence-based recommendations derived from analyzing datasets.
And it all makes sense. Rather than upgrading physical hardware, cloud computing technology can upgrade healthcare institutions, and provide access to advanced technologies; while circumventing the need for physical health IT upgrades. Such an approach has not been explored at large, but it holds promise for the future of healthcare as we shall see in this article.
From the moons of Mars to the cloud
For the majority of its existence, the video game industry relied on consumer hardware. The bigger the storage, the better the graphics cards and the faster the processors that gamers’ PCs and consoles could pack, the superior performance they would get, allowing them to play the latest games with more features. This bigger-better-faster approach extended past the gaming machines to the games themselves. This software evolved from being stored in kilobytes on floppy discs and cartridges to being burnt on multiple CDs and Blu-ray discs that store multiple gigabytes.
For instance, id Software’s iconic 1993 game Doom – where you patrol the moons of Mars – took up some 2.39 MB of storage and fit in only one floppy disc. The latest instalment in the series released in 2020, DOOM Eternal, boasts better visuals, and lets you roam the surface of Mars but has a file size of up to 50 GB.
However, in recent years, video games have increasingly bypassed storage media hardware altogether in favour of cloud storage. No need for physical copies, your games follow you wherever there’s an internet connection. Platforms like Epic Games Store and Steam serve as distributors for these digital versions of games, and digital sales from such platforms first outsold physical sales in 2020.
Now, even gaming systems are going digital with cloud technology. With services like Google Stadia and Amazon Luna, gamers don’t need high-end PCs or new consoles to play the latest games, which would traditionally require such devices. In fact, with a high-speed internet connection, they can play those demanding games like DOOM Eternal, on a supported, yet underpowered device they bought a couple of years ago. All this is made possible thanks to the power of the cloud, which can similarly give a boost to existing healthcare infrastructure.
Cloud magic
Cloud gaming works through cloud computing technology. Rather than having the user’s computer handle all the processing to play a demanding game, it’s done remotely via servers which provide the computing power to the user and relay it via the net, or “the cloud.” It’s basically having powerful, distant PCs do the computing, while you benefit from the same software output on an underpowered system. You might even think of it as a beefed-up Netflix. Cloud gaming subscribers choose the game they want to play on a supported device anywhere with a robust connection and the servers will run the game while the player remotely controls it.
It’s particularly handy for those who want to play a new game but can’t afford to buy a new console to play it on. They just use their cloud subscription on a device they already own and voilà, new software on older hardware. And that’s exactly how this technology can benefit healthcare.
WHO officers in Africa noted in a perspective article that unreliable infrastructure is among “the greatest challenges to the full realization of the benefits of [digital health]”. The continent is already a hotspot for digital health, but the infrastructure might limit the adoption of more advanced and helpful technologies like AI. These require newer systems to operate, which might not be so widely available. So, instead of fitting medical institutions with costly, top-of-the-line computers to run those, how about outsourcing the processing power and providing it on demand?
This is what’s possible with cloud computing, and it circumvents the whole health IT upgrade process in healthcare institutions with limited IT infrastructure. The technology isn’t totally foreign to healthcare; systems already employ cloud technology from Amazon Web Services and Microsoft Azure. This helps develop chatbots and health platforms to more securely manage the increased data capacity that comes with the digitisation of healthcare. In fact, health systems spent almost $40 billion in 2022 on cloud computing. However, these haven’t been employed at a large scale for demanding technologies like AI.
AI enters the game
In September 2020, a first step towards such an offering was made. Google Cloud partnered with the U.S. Department of Defense (DoD) to develop an AI-based digital pathology system. It involved augmented reality microscopes to help physicians, assisted by an AI to improve the accuracy of cancer diagnoses.
While this is just one example, potentials of the technology in healthcare are manifold. These range from optimising logistics to digesting medical and research data at unprecedented rates to assist professionals in decision-making. By offloading the computing power required to cloud services, more institutions can benefit from the technology.
Moreover, cloud infrastructure can provide more computing power than would be possible with local hardware. Thus, demanding analyses of large amounts of data can be done more efficiently, which will in turn help better train AI models to improve their accuracy.
The flexible resourcing aspect of cloud-based processing infrastructure also enables healthcare institutions to leverage AI’s potential in more ways than they could if they ran it in-house. They could use the technology to streamline tasks such as triaging with chatbots, analyse health tracker statistics and offer personalised recommendations; while physicians focus on tasks that require professional medical attention. All this will be possible without upgrading the local IT infrastructure.
Before elevating healthcare to the cloud
Just like gamers are now buying affordable processing power from the cloud to play high-performing games without spending much more on newer hardware, similar possibilities open up for healthcare institutions. But while hardware might not need upgrades, other factors will determine its successful implementation.
Similar to cloud gaming services, a high-speed internet connection will be a must, in particular for demanding AI processes. The WHO article further notes that unstable and expensive internet connectivity and unstable power supply can’t sustain advanced technologies. With 5G around the corner, one of these variables could be addressed.
For those medical professionals and hospitals with limited IT infrastructure willing to benefit from advanced technologies, cloud-based infrastructure presents an adequate solution. It holds the potential to boost the adoption of tools like AI and skip the need to upgrade IT infrastructure in medical practices. As such, preparing for such adoption by ensuring adequate internet connection and power supply will help healthcare reach the cloud faster.
The post Cloud Gaming Can Bring Artificial Intelligence To The Doctor’s Office appeared first on The Medical Futurist.
Frequently Asked Questions
Can a holistic doctor prescribe medication?
Holistic medicine is based upon the belief that all diseases can be caused by a combination factors. This includes diet, lifestyle, environment stress, stress, emotions, genetics and other health-related issues.
These variables should be considered when prescribing medication to ensure a holistic approach to patient care.
A physician must be able to understand both modern science and traditional methods like herbs and homeopathy in order to understand the effects of each factor on a patient.
Many doctors are now certified in complementary and alternate medicine (C&A). This allows doctors to offer a broad range of services to their patients.
Complementary and Alternative Healthcare – Are they Evidence-based?
While the evidence base in complementary and alternative medicine remains incomplete, there are many good reasons to choose them. They may have tried conventional treatments but found them ineffective, or they may want to try an alternative therapy because they believe it offers benefits over conventional care. Alternately, they may look into complementary and alternative medicine as part of a holistic approach for health. It is vital that patients verify that all complementary and alternative medicines are supported by scientific evidence. Ask your pharmacist or doctor if you have any doubts about whether the treatment is working. It can save you both time and money.
What’s the difference between alternative medicine or complementary medicine?
Alternative medicine is a treatment that is not commonly used by mainstream medical professionals, but has been proven to be beneficial for certain conditions. Examples include acupuncture, homeopathy, aromatherapy, reflexology, herbal remedies, traditional Chinese medicine (TCM), Ayurveda, and naturopathy. Complementary medicine refers to therapies that complement traditional treatment. They can be used in conjunction with conventional medicine. These may include dietary supplements, such as vitamins and minerals, herbs, enzymes, enzymes, probiotics or other natural substances.
Both forms of medicine can be used but are not recommended by many doctors due to lack of evidence or safety concerns.
There is no consensus among healthcare providers about the best approach to integrating CAM within patient care.
Many CAM techniques are based in theories that have been around since thousands of years. Clinical trials conducted over the past two decades have shown that some of these treatments might be effective.
A number of studies suggest that acupuncture may be able to relieve pain. The preliminary data suggests that acupuncture may decrease nausea and vomiting related to chemotherapy. Studies have also shown that acupuncture may reduce symptoms of irritable-bowel syndrome, fibromyalgia or chronic fatigue syndrome.
Some CAM methods also appear to have potential therapeutic effects on diseases like HIV/AIDS, diabetes, asthma, heart disease, hypertension, Alzheimer’s disease, Parkinson’s disease, and rheumatoid arthritis.
Even though there are still gaps in our knowledge about the effectiveness of CAM, most experts agree that it can play a role in treating various ailments.
As a result, CAM practitioners are becoming more popular as a way to treat common illnesses.
Despite its popularity, many are still confused about what “alternative” and “complementary medicine is.
Why do people with advanced cancers use alternative methods of treatment?
Patients with cancer face many difficulties when trying to manage their illness. Some patients may believe they are doomed to failure or that there is no way out. Some patients may feel nausea, pain, fatigue, loss of appetite, weakness, or other symptoms.
In addition, conventional treatments are often not effective against cancer cells. Therefore, cancer patients seek other therapies, such as complementary medicine. Studies have shown that half of all cancer patients have tried alternative treatments at least once.
Some cancer patients choose complementary medicine over chemotherapy, believing it will be easier for them to manage side effects. It may be because it’s less expensive.
The following are other reasons:
Some patients believe natural remedies could prevent a return of the disease.
Many people believe that natural remedies could improve the quality and quantity of their lives.
Others believe that natural remedies may reduce the chance of getting cancer.
People who are worried about side effects of chemotherapy should consider natural remedies for first-line treatment.
Statistics
- These studies found that 38.4% concluded positive or possibly positive effects for CAM (12.4%), 4.8% concluded no effect, 0.7% concluded harmful effects, and 56.6% concluded insufficient evidence. (en.wikipedia.org)
- According to a 2005 book by a US [116]Institute of Medicine panel, the number of RCTs focused on CAM has risen dramatically. (en.wikipedia.org)
- In the 17% in which they disagreed, a third reader agreed with one of the initial readers to set a rating. (en.wikipedia.org)
- category.[111]Edzard Ernst characterized the evidence for many alternative techniques as weak, nonexistent, or negative and in 2011, published his estimate that about 7.4% were based on “sound evidence.” However, he believes that may be an overestimate. (en.wikipedia.org)
- An assessment of conventional treatments found that 41.3% concluded positive or possibly positive effects, 20% concluded no effect, 8.1% concluded net harmful effects, and 21.3% concluded insufficient evidence. (en.wikipedia.org)
External Links
pubmed.ncbi.nlm.nih.gov
- A sociological perspective on the rise and fall of complementary and alternate medicine – PubMed
- PubMed: Holistic medicine.
ncbi.nlm.nih.gov
- BIOFEEDBACK TRAINING FOR TENSION-TYPE HEADACHE–PubMed
- PubMed: A Randomized Controlled Trial to Determine the Effects of Foot Reflexology on Depression and Hospital Anxiety in Older Females: A Randomized Controlled Study – PubMed
liebertpub.com
- Games for Health Journal by Mary Ann Liebert, Inc., publishers
- The Journal of Alternative and Complementary Medicine.
doi.org
How To
How to Get a Job in Holistic Medicine
The field is experiencing unprecedented growth in holistic medicine. This career path can be pursued in many different ways. It is best to return home to school if this is what you desire to do if it is a commitment to your chosen profession.
Many schools offer programs in holistic medicine. There are many schools that offer courses in holistic medicine, including the National College for Complementary Medicines. This college offers both undergraduate and graduate degrees. You can also find programs specifically tailored for medical professionals looking to enter the field.
Many online universities also offer holistic health classes. The Institute of Integrative Nutrition is one such program. The Institute of Integrative Nutrition (IIN) provides holistic education resources and tools for students.
Another option is to attend a traditional four year college. Many colleges now offer courses in holistic health. For example, the University of California has a Bachelor’s Degree in Holistic Health Sciences.
If you plan on pursuing a career in holistic medicine, you should consider taking a course in nutrition. NCCM recommends that students take a course in nutrition before they begin any professional training. They say that “a good understanding of nutritional science is essential for anyone practicing integrative medicine.”
Holistic medicine is more holistic than traditional medicine because it focuses on the whole person and not just symptoms. It requires more skill and knowledge. Holistic medicine also requires understanding of how to evaluate different types and illnesses from a nutritional standpoint.
According to the NCCM nutritionists often work alongside doctors to give dietary advice to their patients. Some will even suggest supplements or diets based on the patient’s specific condition.
This is why holistic practitioners must understand the basics of nutrition. This includes understanding the nutritional content of foods. It can also include identifying nutritional deficiencies or other problems that might be causing them.
It is important to remember that holistic practitioners do not specialize in nutrition. Some focus mainly on herbal treatments, while others concentrate solely on acupuncture. Still, others combine these two approaches into one treatment method.
Holistic practitioners, however, recommend eating a diet rich with fruits, vegetables, nuts and seeds. They also emphasize eating plenty of fish and seafood. They also recommend that you avoid fast food restaurants and processed food products. Instead, they encourage people to eat organic produce whenever possible.
A balanced diet is a key factor in preventing disease, which holistic practitioners all agree on. However, they do have differences on some points. For example, they do not believe that gluten causes celiac. They believe that the disorder is caused by a deficiency of nutrients.
They do agree, however, that certain foods can trigger allergic reactions. Anaphylaxis is caused by shellfish and peanuts, according to them. They also warn against consuming too much caffeine.
Although many holistic practitioners may use herbs to treat various ailments, they prefer not to use pharmaceutical drugs. Because such drugs are not effective in solving the problem but only mask it, holistic practitioners avoid using them. This is why they prefer to rely upon natural remedies whenever possible.
Holistic practitioners may offer many alternative therapies. However, they also tend to use complementary methods. These include:
- Acupuncture – In Chinese medicine, acupuncture involves strategically inserting needles into the skin. This stimulates your body’s healing system.
- Herbal therapy – Holistic practitioners often use herbs to treat a variety of disorders. Ginseng is one common herb that can be used to treat this condition.
- Homeopathy – A form of traditional Chinese medicine, also known as homeopathy, is based around the principle that like cures. Let’s say you experience the same symptoms as someone suffering from a specific illness. In that case, you should seek a remedy that contains the same ingredients found in the original substance.
- Massage therapy – Many holistic practitioners offer massage to promote relaxation and stress reduction. They claim it improves blood circulation, increases energy levels, and relieves muscle tension.
When choosing a practitioner, you should ensure that he or she meets your needs. If you want someone specializing in nutritional counseling, look for a practitioner with a degree in nutrition. Likewise, if you want to learn more about acupuncture, find a practitioner certified by the American Association of Oriental Medicine (AAOM).
Ask your doctor if you have questions about holistic health care before making any decision. Your insurance provider may be able to provide information about which services you are covered.
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This blog is a source of general information and discussion on health and related topics. Information and materials on this blog, on the website, or in any of the connected materials are not intended to replace or used as a substitute for the advice of a medical professional, diagnosis, or treatment. This blog does not represent the application of any nursing, medical or other health professional advice or diagnosis. We are unable to diagnose health conditions, offer second opinions or provide specific treatment recommendations via this blog or on our website.
If you or another person is suffering from a medical issue and you are concerned, consult your doctor or seek out other medical professional treatment as soon as possible. Do not disregard medical advice from a professional or delay seeking it due to information you seen on the blog or website or in any of the linked materials. If you’re experiencing an emergency medical situation, dial 911 or seek emergency medical assistance on the closest phone immediately.
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By: Pranavsingh Dhunnoo
Title: Cloud Gaming Can Bring Artificial Intelligence To The Doctor’s Office
Sourced From: medicalfuturist.com/cloud-gaming-can-bring-artificial-intelligence-to-the-doctors-office
Published Date: Thu, 10 Aug 2023 08:00:00 +0000
Frequently Asked Questions
Can a holistic doctor prescribe medication?
Holistic medicine is based upon the belief that all diseases can be caused by a combination factors. This includes diet, lifestyle, environment stress, stress, emotions, genetics and other health-related issues.
These variables should be considered when prescribing medication to ensure a holistic approach to patient care.
A physician must be able to understand both modern science and traditional methods like herbs and homeopathy in order to understand the effects of each factor on a patient.
Many doctors are now certified in complementary and alternate medicine (C&A). This allows doctors to offer a broad range of services to their patients.
Complementary and Alternative Healthcare – Are they Evidence-based?
While the evidence base in complementary and alternative medicine remains incomplete, there are many good reasons to choose them. They may have tried conventional treatments but found them ineffective, or they may want to try an alternative therapy because they believe it offers benefits over conventional care. Alternately, they may look into complementary and alternative medicine as part of a holistic approach for health. It is vital that patients verify that all complementary and alternative medicines are supported by scientific evidence. Ask your pharmacist or doctor if you have any doubts about whether the treatment is working. It can save you both time and money.
What’s the difference between alternative medicine or complementary medicine?
Alternative medicine is a treatment that is not commonly used by mainstream medical professionals, but has been proven to be beneficial for certain conditions. Examples include acupuncture, homeopathy, aromatherapy, reflexology, herbal remedies, traditional Chinese medicine (TCM), Ayurveda, and naturopathy. Complementary medicine refers to therapies that complement traditional treatment. They can be used in conjunction with conventional medicine. These may include dietary supplements, such as vitamins and minerals, herbs, enzymes, enzymes, probiotics or other natural substances.
Both forms of medicine can be used but are not recommended by many doctors due to lack of evidence or safety concerns.
There is no consensus among healthcare providers about the best approach to integrating CAM within patient care.
Many CAM techniques are based in theories that have been around since thousands of years. Clinical trials conducted over the past two decades have shown that some of these treatments might be effective.
A number of studies suggest that acupuncture may be able to relieve pain. The preliminary data suggests that acupuncture may decrease nausea and vomiting related to chemotherapy. Studies have also shown that acupuncture may reduce symptoms of irritable-bowel syndrome, fibromyalgia or chronic fatigue syndrome.
Some CAM methods also appear to have potential therapeutic effects on diseases like HIV/AIDS, diabetes, asthma, heart disease, hypertension, Alzheimer’s disease, Parkinson’s disease, and rheumatoid arthritis.
Even though there are still gaps in our knowledge about the effectiveness of CAM, most experts agree that it can play a role in treating various ailments.
As a result, CAM practitioners are becoming more popular as a way to treat common illnesses.
Despite its popularity, many are still confused about what “alternative” and “complementary medicine is.
Why do people with advanced cancers use alternative methods of treatment?
Patients with cancer face many difficulties when trying to manage their illness. Some patients may believe they are doomed to failure or that there is no way out. Some patients may feel nausea, pain, fatigue, loss of appetite, weakness, or other symptoms.
In addition, conventional treatments are often not effective against cancer cells. Therefore, cancer patients seek other therapies, such as complementary medicine. Studies have shown that half of all cancer patients have tried alternative treatments at least once.
Some cancer patients choose complementary medicine over chemotherapy, believing it will be easier for them to manage side effects. It may be because it’s less expensive.
The following are other reasons:
Some patients believe natural remedies could prevent a return of the disease.
Many people believe that natural remedies could improve the quality and quantity of their lives.
Others believe that natural remedies may reduce the chance of getting cancer.
People who are worried about side effects of chemotherapy should consider natural remedies for first-line treatment.
Statistics
- These studies found that 38.4% concluded positive or possibly positive effects for CAM (12.4%), 4.8% concluded no effect, 0.7% concluded harmful effects, and 56.6% concluded insufficient evidence. (en.wikipedia.org)
- According to a 2005 book by a US [116]Institute of Medicine panel, the number of RCTs focused on CAM has risen dramatically. (en.wikipedia.org)
- In the 17% in which they disagreed, a third reader agreed with one of the initial readers to set a rating. (en.wikipedia.org)
- category.[111]Edzard Ernst characterized the evidence for many alternative techniques as weak, nonexistent, or negative and in 2011, published his estimate that about 7.4% were based on “sound evidence.” However, he believes that may be an overestimate. (en.wikipedia.org)
- An assessment of conventional treatments found that 41.3% concluded positive or possibly positive effects, 20% concluded no effect, 8.1% concluded net harmful effects, and 21.3% concluded insufficient evidence. (en.wikipedia.org)
External Links
pubmed.ncbi.nlm.nih.gov
- A sociological perspective on the rise and fall of complementary and alternate medicine – PubMed
- PubMed: Holistic medicine.
ncbi.nlm.nih.gov
- BIOFEEDBACK TRAINING FOR TENSION-TYPE HEADACHE–PubMed
- PubMed: A Randomized Controlled Trial to Determine the Effects of Foot Reflexology on Depression and Hospital Anxiety in Older Females: A Randomized Controlled Study – PubMed
liebertpub.com
- Games for Health Journal by Mary Ann Liebert, Inc., publishers
- The Journal of Alternative and Complementary Medicine.
doi.org
How To
How to Get a Job in Holistic Medicine
The field is experiencing unprecedented growth in holistic medicine. This career path can be pursued in many different ways. It is best to return home to school if this is what you desire to do if it is a commitment to your chosen profession.
Many schools offer programs in holistic medicine. There are many schools that offer courses in holistic medicine, including the National College for Complementary Medicines. This college offers both undergraduate and graduate degrees. You can also find programs specifically tailored for medical professionals looking to enter the field.
Many online universities also offer holistic health classes. The Institute of Integrative Nutrition is one such program. The Institute of Integrative Nutrition (IIN) provides holistic education resources and tools for students.
Another option is to attend a traditional four year college. Many colleges now offer courses in holistic health. For example, the University of California has a Bachelor’s Degree in Holistic Health Sciences.
If you plan on pursuing a career in holistic medicine, you should consider taking a course in nutrition. NCCM recommends that students take a course in nutrition before they begin any professional training. They say that “a good understanding of nutritional science is essential for anyone practicing integrative medicine.”
Holistic medicine is more holistic than traditional medicine because it focuses on the whole person and not just symptoms. It requires more skill and knowledge. Holistic medicine also requires understanding of how to evaluate different types and illnesses from a nutritional standpoint.
According to the NCCM nutritionists often work alongside doctors to give dietary advice to their patients. Some will even suggest supplements or diets based on the patient’s specific condition.
This is why holistic practitioners must understand the basics of nutrition. This includes understanding the nutritional content of foods. It can also include identifying nutritional deficiencies or other problems that might be causing them.
It is important to remember that holistic practitioners do not specialize in nutrition. Some focus mainly on herbal treatments, while others concentrate solely on acupuncture. Still, others combine these two approaches into one treatment method.
Holistic practitioners, however, recommend eating a diet rich with fruits, vegetables, nuts and seeds. They also emphasize eating plenty of fish and seafood. They also recommend that you avoid fast food restaurants and processed food products. Instead, they encourage people to eat organic produce whenever possible.
A balanced diet is a key factor in preventing disease, which holistic practitioners all agree on. However, they do have differences on some points. For example, they do not believe that gluten causes celiac. They believe that the disorder is caused by a deficiency of nutrients.
They do agree, however, that certain foods can trigger allergic reactions. Anaphylaxis is caused by shellfish and peanuts, according to them. They also warn against consuming too much caffeine.
Although many holistic practitioners may use herbs to treat various ailments, they prefer not to use pharmaceutical drugs. Because such drugs are not effective in solving the problem but only mask it, holistic practitioners avoid using them. This is why they prefer to rely upon natural remedies whenever possible.
Holistic practitioners may offer many alternative therapies. However, they also tend to use complementary methods. These include:
- Acupuncture – In Chinese medicine, acupuncture involves strategically inserting needles into the skin. This stimulates your body’s healing system.
- Herbal therapy – Holistic practitioners often use herbs to treat a variety of disorders. Ginseng is one common herb that can be used to treat this condition.
- Homeopathy – A form of traditional Chinese medicine, also known as homeopathy, is based around the principle that like cures. Let’s say you experience the same symptoms as someone suffering from a specific illness. In that case, you should seek a remedy that contains the same ingredients found in the original substance.
- Massage therapy – Many holistic practitioners offer massage to promote relaxation and stress reduction. They claim it improves blood circulation, increases energy levels, and relieves muscle tension.
When choosing a practitioner, you should ensure that he or she meets your needs. If you want someone specializing in nutritional counseling, look for a practitioner with a degree in nutrition. Likewise, if you want to learn more about acupuncture, find a practitioner certified by the American Association of Oriental Medicine (AAOM).
Ask your doctor if you have questions about holistic health care before making any decision. Your insurance provider may be able to provide information about which services you are covered.
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