Ambient Intelligence is a somewhat related concept to Emotion AI. Both have the potential for significant improvement in future healthcare, including addressing capacity issues, preventing staff burnout, improving patient outcomes, and supporting autonomous living for the elderly.
Let's find out what these terms mean, and how they can be applied in practice.
Ambient Intelligence is, in laymen's words, a technology-supported environment which is sensitive to human presence and responsive to it with the technology remaining as invisible as possible.
For example, an AI-based fall detection system in an elderly care facility that uses sensors and physical devices to detect falls and prevent them from happening is an example. The algorithm runs in the background, and provides additional value to both the patient and the healthcare provider (more precise information, prompt alerts if a patient is at risk of falling)
EmotionAIis also known as affective computing. It is about detecting emotions and communicating with people in a way that is appropriate for their emotional state. It is able to detect emotions by measuring tiny expressions that are too subtle and fast for the human eye to see. This technology can be used in many areas of life, including designing more efficient sales strategies and providing better healthcare.
These concepts could potentially create a variety of ethical and/or privacy problems, but we will focus on the positives and what they can offer.
This is what ambient intelligence in the healthcare universe can do for us.
Ambient intelligence isn't a new concept. It was originally proposed by Eli Zelkha in the 1990s. However, the technologies required to achieve practical use have only recently matured. Here are some examples of what ambient intelligence can do.
Intensive care unit (ICU) use cases
Ambient intelligence can be used for monitoring patient mobilisation and helping to prevent ICU-acquired weaknesses. Machine learning algorithms and sensors can easily keep track of patient activities, which frees up time and mental stress for healthcare staff.
Another use case is the monitoring of hand hygiene compliance. This will help to reduce hospital infections. This includes AI turning off emergency alerts. By getting rid of all unnecessary beeps, ICU staff can reduce alarm fatigue. This in turn leads to better patient outcomes and meaningful alerts.
Operation room use cases
Ambient intelligence solutions are used to track surgical count. They prevent objects such as sponges, needles and instruments from being left in patients' bodies. This reduces post-operative complications.
These solutions are also capable of assessing surgical skill, which could lead to better training and better feedback from practicing professionals.
Use cases in general medical practice
Medical professionals can use a system that is built with deep learning models and other sensors and devices, like microphones, to assist them in administration tasks, similar to medical scribes. It would be a huge improvement if healthcare workers were freed from the administrative burden after every patient's visit.
Ambient intelligence also has another potential, although it is ethically questionable and technically difficult. It can be used to assess patients' general health while they wait for an appointment. The theory is that various algorithms and sensors can be used to track vital signs. The doctor could prepare a preliminary report before the patient enters the surgery.
Ambient intelligence can be used to measure gait patterns in patients using cameras, depth sensors, etc. without attaching sensors to patients. An accurate gait analysis can improve the outcome of patients' health, from early detection of Parkinson's disease to the assessment of post-operative health.
You can use these cases at home or in an elderly care facility.
As we have already mentioned, fall prevention is an example of ambient intelligence being used in elderly care. It is possible to automatically and accurately track patients' movements and activity patterns using cameras, sensors, and algorithms. This reduces the mental burden on patients, caregivers, and their families. These systems notify caregivers if they notice a potential fall or prolonged inactivity or a patient who is sitting down on the ground instead of the chair or bed.
The use of contactless ambient sensors to monitor daily activities such as dressing up, eating, and taking a bath can be done. These factors are crucial to independence and well-being. However, they are often not easily tracked as most monitoring relies on self-reports or infrequent personal checks. These factors could be tracked by the environment, which would allow for timely intervention to slow down functional decline.
Artificial intelligence can help us feel emotion
The healthcare industry can benefit from the detection of subtle emotional changes and states.
- Emotion AI monitors non-verbal cues during remote healthcare appointments, such as video calls. This allows doctors to provide more information.
- It is a tool that can be used to help autistic individuals understand the emotions of others and improve their social skills. They can better understand the emotions of others by using emotion AI.
- It can detect signs of discomfort and determine if urgent care is needed.
- Emotion AI can detect facial expressions and speech patterns in dementia patients. It can accurately predict their emotional state. It not only alerts caregivers of the situation in advance, but also can adjust the environment to suit the patient's needs, such as selecting the right type of music.
Regulators will have to deal with many aspects of ambient intelligence and emotion AI. Comprehensive regulations are crucial. After all, you don’t want your convenience store filled up with sensors that can better predict what you will purchase after the right stimuli than yourself.
Both concepts will offer a wide range of healthcare applications as new sensors and devices become more capable. This will reduce the workload of nurses and doctors, increase patient safety and provide better screening. This is an exciting field and we will keep our eyes (and sensors!) on it.
The Medical Futurist published the article Ambient Intelligence and Emotion AI in Healthcare.
Frequently Asked Questions
Why is holistic healing better?
Holistic health care treats the whole person instead of just specific symptoms. Holistic healthcare focuses on the whole person, not just individual symptoms. This includes how they feel, what they eat and where they live.
Holistic medicine addresses all aspects of the patient's life, and treats them as a whole. While it sounds simple, it can be very challenging to implement in practice because doctors often focus on the patient's physical health.
What does holistic really mean?
Holistic simply means holistic. Holistic means to see the whole picture and not just a part. It is difficult to do this because we tend to see things as individual parts.
We tend to think in terms of black and white. But actually, there is an infinite variety of shades of grey.
Try to look at everything from different perspectives when you work on a project. You should look at it from all sides.
Consider how the whole thing fits together. How do the various components interact?
If you do find a problem, try to figure out why. Don't forget about the effects of any change that you make.
What is a holistic doctor?
Holistic medicine doctors are those who treat patients holistically. They might use traditional techniques such as herbs or acupuncture, but they also integrate them into western medicine.
They seek to treat an illness and not just symptoms. Patients should feel better after treatment.
The doctor should not only treat the disease, but also prevent it from happening again.
“Holistic” is a term that refers all aspects of a person’s life.
What are the five alternative medical systems?
There are five alternatives to traditional medicine: Ayurveda and Ayurveda; homeopathy; energy healing; aromatherapy; and Ayurveda.
Acupuncture employs fine needles to stimulate the flow qi (energy) throughout your body.
Ayurvedic medicine is an ancient system for health care that balances the three major humors, water, fire, and air. It includes diet, exercise as well as herbal remedies, massage and meditation.
Homeopathic Medicine takes its name from the Greek words homoios, similar, and pathos, meaning disease. Homeopaths believe that every disease has natural causes. However, symptoms are not the only thing that can be caused. Homeopaths prescribe tiny amounts of substances to cause symptoms that are similar to those experienced by patients when they are ill.
Energy Healing can also be known by the names Reiki, EFT Rolfing and Therapeutic Touch. This therapy is based on the belief that each person is connected to a universal life force called Ki. If this Ki flows freely though us, it makes us feel well. Energy healers use touch, intention, and touch to restore harmony between our physical and emotional, as well as spiritual selves.
Aromatherapy uses essential oils extracted from plants for therapeutic purposes. Aromatherapists believe that certain smells can alter mood and behavior. Lavender is one of the most used essential oils in aromatherapy.
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)
- According to the World Health Organization, 80% of people use herbal medicine worldwide. (webmd.com)
- 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)
External Links
liebertpub.com
- Games for Health Journal, Mary Ann Liebert, Inc., publishers
- The Journal of Alternative and Complementary Medicine
doi.org
ncbi.nlm.nih.gov
- BIOFEEDBACK TRAINING FOR TENSION-TYPE HEADACHE–PubMed
- A Randomized controlled trial to determine the effect of foot reflexology on depression and anxiety in older women: PubMed
pubmed.ncbi.nlm.nih.gov
- A sociological perspective on the rise and fall of complementary and alternate medicine – PubMed
- PubMed: Holistic medicine.
How To
What are the Pros and Cons of Holistic Medical?
Holistic medicine, a type of medical practice, emphasizes the importance and interdependence of mind, spirit, environment, social factors, and the healing process. It was first developed by Dr. Edward Bach (1886-1936), and his first book, The Doctor's Book of Mind Cure in 1924. He used simple techniques like meditation and visualization. People suffering from anxiety, depression and pain can benefit from this treatment. Additionally, patients can use this therapy to help them cope with their problems. It also improves their quality of living.
Although holistic therapies are still popular, evidence is lacking to support their effectiveness. However, some studies show that these treatments can help reduce symptoms associated with chronic conditions such as asthma, arthritis, cancer, diabetes, heart disease, hypertension, migraine, obesity, osteoporosis, and others.
These are the highlights and pitfalls of holistic medicine:
- Lack of scientific evidence. Only a few well-designed randomized controlled trials (RCTs) evaluate the benefits of holistic therapies. Positive results are the norm in most observational studies.
- Alternative medicine is less expensive than conventional medicine. Alternative medicines can be cheaper than traditional ones, particularly if the patient follows a healthy diet.
- Patients do NOT feel pressured or compelled to follow prescribed protocols.
- Many doctors recommend complementary therapies without prescribing them.
- Many holistic therapies can be used alongside conventional medicine. For example, acupuncture is usually done along with medication or surgery.
- Alternative treatments are more effective than conventional medicine, according to many people.
- Alternative medicines are more natural than traditional drugs.
- Many patients seek out complementary therapies to help them adapt their lifestyles. They want to be well but still enjoy their lives.
- Patients who use holistic treatments are generally healthier.
- The popularity of holistic therapies is growing among seniors.
- More research needs to be conducted on complementary treatments.
- Studies show that most people prefer to try alternative treatments before going to a doctor.
- Doctors need to be able to see that not all patients are candidates for alternative treatments.
- Holistic therapies should be part our culture and education system.
- Holistic treatments may not be safe for all.
- To help patients make informed decisions about treatment options, it is essential that we learn how to do so.
- Holistic treatments don't just appeal to hippies.
- Certain diseases cannot be treated with holistic treatments.
- Holistic treatments can sometimes be dangerous.
- For certain conditions, holistic therapies are beneficial.
- Holistic treatments can be very effective.
- Holistic treatments use ancient knowledge.
- Holistic therapies are simple to learn.
- It is not easy to learn holistic treatment.
- Holistic therapies are difficult to learn.
- Holistic treatments are too expensive.
- Holistic treatments are expensive.
- Holistic treatments are less expensive than conventional medicine.
- Holistic therapies are more costly than traditional medicine.
****
Holistic Medicine–A Brief Historical Overview
Holistic medicine is a method of healing that treats the whole person, not just the symptoms. It encompasses all aspects of the person, such as their mental, physical, spiritual, occupational, cultural, and social influences. It promotes prevention over cure.
Bastyr University in Seattle established the first holistic medical school in 1972. Holistic medicine began to grow after the publication of Dr. Andrew Weil's book “Spontaneous Healing” in 1996. Dr. David Williams (AHMA) and Dr. Michael Murray created the American Holistic Medical Association. There are many holistic medicine schools around the world today, including Bastyr University and Columbia College of Physicians & Surgeons.
2013 was the year holistic medicine was declared one of the five main trends in healthcare by the World Health Organization. This trend involves integrating conventional medicine with complementary therapies such acupuncture (homeopathy), herbalism, massage treatment, reiki and yoga. This integration aims at providing safe, effective, patient centered care while minimizing costs and side effects.
Holistic medicine works because we have an interconnected body-mind-spirit. Instability can result in illness if any of these parts is not in balance. Let's take, for instance:
You become tense and out of balance when your mind is stressed or anxious. Your body reacts by making cortisol. This hormone increases inflammation throughout your body. You feel weak, tired, and sick as a result.
If your emotions run high, you may experience negative feelings and thoughts like fear, anger, grief, or sadness. These feelings can lead to stress in the brain. If left untreated, this stress causes your body to produce adrenaline and cortisol. Adrenaline is a stimulant of your heart beat, blood pressure, as well as breathing rate. Cortisol has a negative impact on your immune system and digestive tract. Both hormones can cause muscle tension, fatigue, headaches (dizziness), insomnia, anxiety and depression, among other health problems.
If your spirit is low, it can cause you to lose faith in yourself and your ability to see the good in others. Also, you may lack self-esteem. This can lead to poor eating habits, unhealthy relationship patterns, and low energy. You feel happy, joyful, peaceful, and optimistic when your spirit is healthy.
There are differences between alternative and traditional medicine.
Allopathic medicine is founded on science. To diagnose patients, doctors use xrays, MRIs and CAT scans. When necessary, they prescribe medication and perform surgery. Allopathic doctors believe they are able to diagnose and treat illness. Alternative medicine uses herbs, vitamins, minerals, diet, exercise, emotional support, spiritual healing, and more. There is no standard definition of alternative medicine. People call it natural or integrative medicine. Others refer to it as traditional medicine, naturopathic medicine, and CAM.
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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: Ambient Intelligence And Emotion AI In Healthcare
Sourced From: medicalfuturist.com/ambient-intelligence-and-emotion-ai-in-healthcare
Published Date: Thu, 12 Jan 2023 09:00:00 +0000
Frequently Asked Questions
Why is holistic healing better?
Holistic health care treats the whole person instead of just specific symptoms. Holistic healthcare focuses on the whole person, not just individual symptoms. This includes how they feel, what they eat and where they live.
Holistic medicine addresses all aspects of the patient's life, and treats them as a whole. While it sounds simple, it can be very challenging to implement in practice because doctors often focus on the patient's physical health.
What does holistic really mean?
Holistic simply means holistic. Holistic means to see the whole picture and not just a part. It is difficult to do this because we tend to see things as individual parts.
We tend to think in terms of black and white. But actually, there is an infinite variety of shades of grey.
Try to look at everything from different perspectives when you work on a project. You should look at it from all sides.
Consider how the whole thing fits together. How do the various components interact?
If you do find a problem, try to figure out why. Don't forget about the effects of any change that you make.
What is a holistic doctor?
Holistic medicine doctors are those who treat patients holistically. They might use traditional techniques such as herbs or acupuncture, but they also integrate them into western medicine.
They seek to treat an illness and not just symptoms. Patients should feel better after treatment.
The doctor should not only treat the disease, but also prevent it from happening again.
“Holistic” is a term that refers all aspects of a person’s life.
What are the five alternative medical systems?
There are five alternatives to traditional medicine: Ayurveda and Ayurveda; homeopathy; energy healing; aromatherapy; and Ayurveda.
Acupuncture employs fine needles to stimulate the flow qi (energy) throughout your body.
Ayurvedic medicine is an ancient system for health care that balances the three major humors, water, fire, and air. It includes diet, exercise as well as herbal remedies, massage and meditation.
Homeopathic Medicine takes its name from the Greek words homoios, similar, and pathos, meaning disease. Homeopaths believe that every disease has natural causes. However, symptoms are not the only thing that can be caused. Homeopaths prescribe tiny amounts of substances to cause symptoms that are similar to those experienced by patients when they are ill.
Energy Healing can also be known by the names Reiki, EFT Rolfing and Therapeutic Touch. This therapy is based on the belief that each person is connected to a universal life force called Ki. If this Ki flows freely though us, it makes us feel well. Energy healers use touch, intention, and touch to restore harmony between our physical and emotional, as well as spiritual selves.
Aromatherapy uses essential oils extracted from plants for therapeutic purposes. Aromatherapists believe that certain smells can alter mood and behavior. Lavender is one of the most used essential oils in aromatherapy.
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)
- According to the World Health Organization, 80% of people use herbal medicine worldwide. (webmd.com)
- 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)
External Links
liebertpub.com
- Games for Health Journal, Mary Ann Liebert, Inc., publishers
- The Journal of Alternative and Complementary Medicine
doi.org
ncbi.nlm.nih.gov
- BIOFEEDBACK TRAINING FOR TENSION-TYPE HEADACHE–PubMed
- A Randomized controlled trial to determine the effect of foot reflexology on depression and anxiety in older women: PubMed
pubmed.ncbi.nlm.nih.gov
- A sociological perspective on the rise and fall of complementary and alternate medicine – PubMed
- PubMed: Holistic medicine.
How To
What are the Pros and Cons of Holistic Medical?
Holistic medicine, a type of medical practice, emphasizes the importance and interdependence of mind, spirit, environment, social factors, and the healing process. It was first developed by Dr. Edward Bach (1886-1936), and his first book, The Doctor's Book of Mind Cure in 1924. He used simple techniques like meditation and visualization. People suffering from anxiety, depression and pain can benefit from this treatment. Additionally, patients can use this therapy to help them cope with their problems. It also improves their quality of living.
Although holistic therapies are still popular, evidence is lacking to support their effectiveness. However, some studies show that these treatments can help reduce symptoms associated with chronic conditions such as asthma, arthritis, cancer, diabetes, heart disease, hypertension, migraine, obesity, osteoporosis, and others.
These are the highlights and pitfalls of holistic medicine:
- Lack of scientific evidence. Only a few well-designed randomized controlled trials (RCTs) evaluate the benefits of holistic therapies. Positive results are the norm in most observational studies.
- Alternative medicine is less expensive than conventional medicine. Alternative medicines can be cheaper than traditional ones, particularly if the patient follows a healthy diet.
- Patients do NOT feel pressured or compelled to follow prescribed protocols.
- Many doctors recommend complementary therapies without prescribing them.
- Many holistic therapies can be used alongside conventional medicine. For example, acupuncture is usually done along with medication or surgery.
- Alternative treatments are more effective than conventional medicine, according to many people.
- Alternative medicines are more natural than traditional drugs.
- Many patients seek out complementary therapies to help them adapt their lifestyles. They want to be well but still enjoy their lives.
- Patients who use holistic treatments are generally healthier.
- The popularity of holistic therapies is growing among seniors.
- More research needs to be conducted on complementary treatments.
- Studies show that most people prefer to try alternative treatments before going to a doctor.
- Doctors need to be able to see that not all patients are candidates for alternative treatments.
- Holistic therapies should be part our culture and education system.
- Holistic treatments may not be safe for all.
- To help patients make informed decisions about treatment options, it is essential that we learn how to do so.
- Holistic treatments don't just appeal to hippies.
- Certain diseases cannot be treated with holistic treatments.
- Holistic treatments can sometimes be dangerous.
- For certain conditions, holistic therapies are beneficial.
- Holistic treatments can be very effective.
- Holistic treatments use ancient knowledge.
- Holistic therapies are simple to learn.
- It is not easy to learn holistic treatment.
- Holistic therapies are difficult to learn.
- Holistic treatments are too expensive.
- Holistic treatments are expensive.
- Holistic treatments are less expensive than conventional medicine.
- Holistic therapies are more costly than traditional medicine.
****
Holistic Medicine–A Brief Historical Overview
Holistic medicine is a method of healing that treats the whole person, not just the symptoms. It encompasses all aspects of the person, such as their mental, physical, spiritual, occupational, cultural, and social influences. It promotes prevention over cure.
Bastyr University in Seattle established the first holistic medical school in 1972. Holistic medicine began to grow after the publication of Dr. Andrew Weil's book “Spontaneous Healing” in 1996. Dr. David Williams (AHMA) and Dr. Michael Murray created the American Holistic Medical Association. There are many holistic medicine schools around the world today, including Bastyr University and Columbia College of Physicians & Surgeons.
2013 was the year holistic medicine was declared one of the five main trends in healthcare by the World Health Organization. This trend involves integrating conventional medicine with complementary therapies such acupuncture (homeopathy), herbalism, massage treatment, reiki and yoga. This integration aims at providing safe, effective, patient centered care while minimizing costs and side effects.
Holistic medicine works because we have an interconnected body-mind-spirit. Instability can result in illness if any of these parts is not in balance. Let's take, for instance:
You become tense and out of balance when your mind is stressed or anxious. Your body reacts by making cortisol. This hormone increases inflammation throughout your body. You feel weak, tired, and sick as a result.
If your emotions run high, you may experience negative feelings and thoughts like fear, anger, grief, or sadness. These feelings can lead to stress in the brain. If left untreated, this stress causes your body to produce adrenaline and cortisol. Adrenaline is a stimulant of your heart beat, blood pressure, as well as breathing rate. Cortisol has a negative impact on your immune system and digestive tract. Both hormones can cause muscle tension, fatigue, headaches (dizziness), insomnia, anxiety and depression, among other health problems.
If your spirit is low, it can cause you to lose faith in yourself and your ability to see the good in others. Also, you may lack self-esteem. This can lead to poor eating habits, unhealthy relationship patterns, and low energy. You feel happy, joyful, peaceful, and optimistic when your spirit is healthy.
There are differences between alternative and traditional medicine.
Allopathic medicine is founded on science. To diagnose patients, doctors use xrays, MRIs and CAT scans. When necessary, they prescribe medication and perform surgery. Allopathic doctors believe they are able to diagnose and treat illness. Alternative medicine uses herbs, vitamins, minerals, diet, exercise, emotional support, spiritual healing, and more. There is no standard definition of alternative medicine. People call it natural or integrative medicine. Others refer to it as traditional medicine, naturopathic medicine, and CAM.
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