Recently, we were struck with an idea: Why not gauge our followers’ perceptions regarding generative AI, Large Language Models, and their imminent role in healthcare? Based on how active and responsive The Medical Futurist audience is on our weekly LinkedIn polls, we were optimistic to see tangible results. If successful, our intention was to compile and present these findings in a comprehensive, free report.
And here we are, today we are honored to share the results, informed by almost 400 profound responses from our fantastic community.
Understanding the Landscape
Our primary objective was clear: decipher how medical professionals and affiliated individuals perceive the impending AI and LLM revolution. With these innovations steadily altering the healthcare paradigm, understanding shared anticipations is crucial.
The diversity of our respondents enriches the data:
- Physicians: 36.9%
- Non-healthcare professionals: 25.4%
- Company leaders: 22.8%
- Healthcare administrators: 11.3%
- Nurses: 3.7%
In terms of experience, most of our participants are seasoned professionals:
- Over 20 years of experience: 48%
- 10-20 years of experience: 22.7%
- 5-10 years of experience: 15.7%
- Under 5 years of experience: 13.6%
Three surprising findings from the survey
You have full access to the survey report with all the questions, so here we only want to highlight a few intriguing findings that emerged from the data.
1. Diverse use cases
Analysing the data we found that a significant majority (over two-thirds) of our followers have already used ChatGPT or some other Large Language Model, occasional users being in slightly higher numbers than black-belted regulars. When browsing the answers we received to the question asking about typical use cases, we found a very diverse range of applications. Here are several interesting examples from our audience:
- Verbal introduction in meetings on specific topics
- Assistance with writing code.
- New content creation
- Outpatient communication and creation of discharge notes
- Administrative texts, essay and text generation, ideation, and others
- Prepare presentations
- Proofreading and help with writing/editing
- Fun questions, non-medical
- Marketing support
- Differential diagnosis
- Med device development; legal document interpretation
- Sales messages
- Industry analysis, leadership impact, policy evaluation
- Compiling workshop feedback into summaries and quickly identifying common or reoccurring themes
2. Looking at prompt engineering from quite some distance
A salient point emerged around prompt engineering. A majority (57%) are acquainted with its concept. However, a closer look reveals only 45% have actively sought to refine these skills. Given the importance of prompt engineering in harnessing AI’s full potential – an aspect we’ve discussed in great detail in this article – this skill gap warrants attention and educational interventions.
3. The future vision of LLMs in healthcare:
The prevailing sentiment leans toward optimism about LLMs’ contribution to healthcare. This underscores that our respondents possess a more informed understanding of the domain. Thus, even in the face of dire predictions by the mainstream media and current model limitations (e.g., occasional “hallucinations”), the majority remain upbeat, recognizing the transformative potential of this technology.
If you’re as excited as we are about these findings, grab your copy of the full report now! As always, we value your feedback and encourage an active exchange of ideas. Your perspective enriches this ongoing dialogue.
The post Insights About Generative AI In Healthcare From 400 Healthcare Leaders appeared first on The Medical Futurist.
Frequently Asked Questions
What are 5 domains within integrative medicine, and how do they relate to each other?
Integrative medicine encompasses five domains: mind-body; nutrition; social determinants; lifestyle and prevention. These five areas are concerned with all aspects, including the physical, mental and spiritual well-being.
Integrative medicine aims to provide a comprehensive approach to addressing overall health, wellness, and disease treatment. It includes conventional medical treatments and complementary therapies such as acupuncture, yoga, meditation, massage therapy, herbal medicine, chiropractic care, nutritional counseling, and biofeedback.
What is alternative medicine called?
Alternative medicine can be described as any method of healing that is different from traditional medical practice. While there are many alternative medical approaches, the majority are based on a belief that health care should be rooted primarily in natural substances and practices.
Alternative medicine may include acupuncture, homeopathy or herbalism, naturopathy, traditional Chinese medicine, osteopathic manipulation, traditional Chinese medicine and reflexology.
Many alternative practitioners claim that their therapies result in better health outcomes, including improved quality of life, fewer side effects, reduced costs, and greater patient satisfaction. However, these assertions cannot be scientifically proven because mainstream medical authorities have largely ignored the evidence-based benefits of alternative medicine.
What is holistic medicine?
Holistic medicine is a holistic approach to treating patients. They may use traditional methods such as herbs and acupuncture but integrate these into western medicine.
They seek to treat an illness and not just symptoms. Patients should feel better after treatment.
Doctors should not just focus on treating the disease, but also helping to prevent future ones.
Holistic refers to all aspects of someone’s life.
Complementary and Alternative Healthcare: Is it 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. Alternative and complementary medicine may be an option. This is part of a holistic approach. It is vital that patients verify that all complementary and alternative medicines are supported by scientific evidence. Ask your doctor or pharmacist if you are unsure if a treatment is effective. This could save you time and money in the long-term.
Statistics
- 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)
- 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)
- A 15-year systematic review published in 2022 on the global acceptance and use of CAM among medical specialists found the overall acceptance of CAM at 52% and the overall use at 45%. (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)
- 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)
External Links
pubmed.ncbi.nlm.nih.gov
- PubMed: The Rise and Rise of Complementary and Alternative Medicine: A Sociological Perspective – PubMed
- Holistic medicine – PubMed
doi.org
ncbi.nlm.nih.gov
- BIOFEEDBACK TRAINING, TENSION-TYPEHEADACHE – PubMed
- PubMed: Randomized controlled trial examining the effects of foot reflexology on hospital anxiety and depression in female older adults.
liebertpub.com
- Mary Ann Liebert, Inc., publishers
- Acupuncture for Treatment of Insomnia: A Systematic Review of Randomized Controlled Trials
How To
How to Get a Job in Holistic Medicine
The field is experiencing unprecedented growth in holistic medicine. You can choose to pursue this career in many ways. However, returning to school is probably the best way to do it if you want to commit to this profession.
Several schools offer courses in holistic medicine. One of these schools is the National College for Complementary Medicines, which offers both undergraduate degrees and postgraduate programs. Many programs are available for medical professionals wishing to enter the field.
Many online universities also offer holistic health classes. The Institute of Integrative Nutrition, (IIN), is one example of such an online program. Students can access a variety of holistic health education tools, and resources from this institution.
Another option is to enroll in 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’re interested in a career in holistic medical, it is worth taking a nutrition class. NCCM recommends that all students take nutrition courses before embarking on professional training. They say that “a good understanding of nutritional science is essential for anyone practicing integrative medicine.”
Holistic medicine treats the whole person, not just symptoms. This requires more knowledge and skills than conventional medicine. Because of this, those interested in holistic medicine need to understand how to evaluate different types of illness from a nutritional perspective.
The NCCM states that nutritionists often work in conjunction with doctors to provide advice on diet to their patients. Based on the assessment of the patient, some nutritionists will suggest diets or supplements.
Holistic practitioners need to be able to understand basic nutrition principles. This includes knowing which foods are healthy, and which are not. It can also include identifying nutritional deficiencies or other problems that might be causing them.
It is important for holistic practitioners to realize that not all specialize in nutrition. Some focus mainly on herbal treatments, while others concentrate solely on acupuncture. Others combine both of these approaches into one treatment.
But holistic practitioners suggest a diet rich and varied in fruits, veggies, nuts, seeds, legumes, and grains. They recommend eating lots of seafood and fish. They also recommend that you avoid fast food restaurants and processed food products. Instead, they recommend eating organic produce whenever possible.
One thing that holistic practitioners agree upon is that a balanced diet will help prevent disease. However, they do have differences on some points. For example, they don’t believe gluten causes celiac. Instead, they believe that a shortage of nutrients is the cause.
However, they all agree that certain foods can cause allergic reactions. They say peanuts and shellfish can cause anaphylaxis. They warn against too much caffeine.
Many holistic practitioners are able to use herbs to treat many illnesses. They avoid the use of pharmaceutical drugs. Because they believe that pharmaceutical drugs can only mask the problem, rather than solving it. Because of this, they prefer to use natural remedies whenever possible.
Holistic practitioners often use a variety complementary therapies in addition to offering alternative treatments. These include:
- Acupuncture-In Chinese medicine, acupuncture involves inserting needles strategically into the skin. This stimulates your body’s healing system.
- Herbal therapy – This is a form of acupuncture that holistic practitioners also use to treat different disorders. Ginseng is one common herb that can be used to treat this condition.
- Homeopathy – Another type of traditional Chinese medicine, homeopathy, is based on the principle that like cures. Consider a situation in which you experience symptoms similar to those experienced by someone with a certain ailment. 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 therapy to promote relaxation and reduce stress. They claim it improves blood circulation, increases energy levels, and relieves muscle tension.
It is important to find a practitioner who meets your needs when choosing one. For example, a practitioner who specializes in nutrition counseling is a good choice. A practitioner who has been certified by American Association of Oriental Medicine will also be able to teach you more about acupuncture.
Before you make any decisions regarding holistic healthcare, talk to your doctor. Check with your insurance provider to see if you are eligible for certain services.
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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: Andrea Koncz
Title: Insights About Generative AI In Healthcare From 400 Healthcare Leaders
Sourced From: medicalfuturist.com/insights-about-generative-ai-in-healthcare-from-400-healthcare-leaders
Published Date: Thu, 14 Sep 2023 08:00:00 +0000
Frequently Asked Questions
What are 5 domains within integrative medicine, and how do they relate to each other?
Integrative medicine encompasses five domains: mind-body; nutrition; social determinants; lifestyle and prevention. These five areas are concerned with all aspects, including the physical, mental and spiritual well-being.
Integrative medicine aims to provide a comprehensive approach to addressing overall health, wellness, and disease treatment. It includes conventional medical treatments and complementary therapies such as acupuncture, yoga, meditation, massage therapy, herbal medicine, chiropractic care, nutritional counseling, and biofeedback.
What is alternative medicine called?
Alternative medicine can be described as any method of healing that is different from traditional medical practice. While there are many alternative medical approaches, the majority are based on a belief that health care should be rooted primarily in natural substances and practices.
Alternative medicine may include acupuncture, homeopathy or herbalism, naturopathy, traditional Chinese medicine, osteopathic manipulation, traditional Chinese medicine and reflexology.
Many alternative practitioners claim that their therapies result in better health outcomes, including improved quality of life, fewer side effects, reduced costs, and greater patient satisfaction. However, these assertions cannot be scientifically proven because mainstream medical authorities have largely ignored the evidence-based benefits of alternative medicine.
What is holistic medicine?
Holistic medicine is a holistic approach to treating patients. They may use traditional methods such as herbs and acupuncture but integrate these into western medicine.
They seek to treat an illness and not just symptoms. Patients should feel better after treatment.
Doctors should not just focus on treating the disease, but also helping to prevent future ones.
Holistic refers to all aspects of someone’s life.
Complementary and Alternative Healthcare: Is it 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. Alternative and complementary medicine may be an option. This is part of a holistic approach. It is vital that patients verify that all complementary and alternative medicines are supported by scientific evidence. Ask your doctor or pharmacist if you are unsure if a treatment is effective. This could save you time and money in the long-term.
Statistics
- 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)
- 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)
- A 15-year systematic review published in 2022 on the global acceptance and use of CAM among medical specialists found the overall acceptance of CAM at 52% and the overall use at 45%. (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)
- 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)
External Links
pubmed.ncbi.nlm.nih.gov
- PubMed: The Rise and Rise of Complementary and Alternative Medicine: A Sociological Perspective – PubMed
- Holistic medicine – PubMed
doi.org
ncbi.nlm.nih.gov
- BIOFEEDBACK TRAINING, TENSION-TYPEHEADACHE – PubMed
- PubMed: Randomized controlled trial examining the effects of foot reflexology on hospital anxiety and depression in female older adults.
liebertpub.com
- Mary Ann Liebert, Inc., publishers
- Acupuncture for Treatment of Insomnia: A Systematic Review of Randomized Controlled Trials
How To
How to Get a Job in Holistic Medicine
The field is experiencing unprecedented growth in holistic medicine. You can choose to pursue this career in many ways. However, returning to school is probably the best way to do it if you want to commit to this profession.
Several schools offer courses in holistic medicine. One of these schools is the National College for Complementary Medicines, which offers both undergraduate degrees and postgraduate programs. Many programs are available for medical professionals wishing to enter the field.
Many online universities also offer holistic health classes. The Institute of Integrative Nutrition, (IIN), is one example of such an online program. Students can access a variety of holistic health education tools, and resources from this institution.
Another option is to enroll in 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’re interested in a career in holistic medical, it is worth taking a nutrition class. NCCM recommends that all students take nutrition courses before embarking on professional training. They say that “a good understanding of nutritional science is essential for anyone practicing integrative medicine.”
Holistic medicine treats the whole person, not just symptoms. This requires more knowledge and skills than conventional medicine. Because of this, those interested in holistic medicine need to understand how to evaluate different types of illness from a nutritional perspective.
The NCCM states that nutritionists often work in conjunction with doctors to provide advice on diet to their patients. Based on the assessment of the patient, some nutritionists will suggest diets or supplements.
Holistic practitioners need to be able to understand basic nutrition principles. This includes knowing which foods are healthy, and which are not. It can also include identifying nutritional deficiencies or other problems that might be causing them.
It is important for holistic practitioners to realize that not all specialize in nutrition. Some focus mainly on herbal treatments, while others concentrate solely on acupuncture. Others combine both of these approaches into one treatment.
But holistic practitioners suggest a diet rich and varied in fruits, veggies, nuts, seeds, legumes, and grains. They recommend eating lots of seafood and fish. They also recommend that you avoid fast food restaurants and processed food products. Instead, they recommend eating organic produce whenever possible.
One thing that holistic practitioners agree upon is that a balanced diet will help prevent disease. However, they do have differences on some points. For example, they don’t believe gluten causes celiac. Instead, they believe that a shortage of nutrients is the cause.
However, they all agree that certain foods can cause allergic reactions. They say peanuts and shellfish can cause anaphylaxis. They warn against too much caffeine.
Many holistic practitioners are able to use herbs to treat many illnesses. They avoid the use of pharmaceutical drugs. Because they believe that pharmaceutical drugs can only mask the problem, rather than solving it. Because of this, they prefer to use natural remedies whenever possible.
Holistic practitioners often use a variety complementary therapies in addition to offering alternative treatments. These include:
- Acupuncture-In Chinese medicine, acupuncture involves inserting needles strategically into the skin. This stimulates your body’s healing system.
- Herbal therapy – This is a form of acupuncture that holistic practitioners also use to treat different disorders. Ginseng is one common herb that can be used to treat this condition.
- Homeopathy – Another type of traditional Chinese medicine, homeopathy, is based on the principle that like cures. Consider a situation in which you experience symptoms similar to those experienced by someone with a certain ailment. 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 therapy to promote relaxation and reduce stress. They claim it improves blood circulation, increases energy levels, and relieves muscle tension.
It is important to find a practitioner who meets your needs when choosing one. For example, a practitioner who specializes in nutrition counseling is a good choice. A practitioner who has been certified by American Association of Oriental Medicine will also be able to teach you more about acupuncture.
Before you make any decisions regarding holistic healthcare, talk to your doctor. Check with your insurance provider to see if you are eligible for certain services.
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