Modern immersive technologies have taken our world by storm by taking training and procedures to a whole new level of precision in every industry today.
In a recent interview with Al Arabia TV, Dr. Sana Farid, the pioneer ARVR Strategist, a surgeon and Co-founder & CEO of Munfarid, talks about how virtual reality and artificial intelligence revolutionize the medical education and training in the classroom to bringing groundbreaking improvements in critical surgical procedures. Categorizing the use of VR in healthcare in three different distinct categories, Dr. Sana informed of its applications in education and training, shifting the trend of learning anatomy of human body on a mannequin to a detailed three dimensional virtual body, “Prior to approaching a patient in a critical position, how about if the practitioner has been trained several times so his hands are well practiced, and the brain has already learnt about the scenario.”
Dr. Sana went on to explain the uses of Robots and Ai in another perspective where they help doctors and nurses concentrate on patients by doing routine tasks for them. Answering the most put-forth question about robots replacing human beings in the future, Dr. Sana dismissed any such fears saying:
“There are many fears about these technologies will replace or threaten some jobs. I would disagree with this idea. Technology with its different types is going to help and increase the efficiency of the doctor or the nurse. It will not replace them. On the contrary when we have modern technology like artificial intelligence, it will create more jobs than we have now – for programming or for creation of compatible (medical) programs.”
Watch the video link for the full interview – Learn from Dr. Sana Farid how Virtual Reality and Artificial Intelligence are transforming and revolutionizing the field of healthcare from a medical classroom to a healthcare facility.
Once a notion of fiction novels and sci-fi movies, Artificial Intelligence today is becoming a way of life. What with smart devices, intelligent machines, virtual assistants, fitness apps, and so on and so forth. Smart technologies have already seeped their ways across virtually every industry. But Healthcare is one area where they are most rapidly being applied. When it comes to developing countries like Pakistan, the healthcare sector can particularly reap benefits through implementation of Ai.
Ai Healthcare for Developing Countries
Smart fitness apps and health monitoring software have been in use for some time now. But Ai has proved its importance in healthcare in much more complicated avenues. The drug development for the recent 2014 – 2016 outbreak of Ebola Virus (EBOV) in West Africa is the prime example of Healthcare Ai. The process that previously took months was completed in just days with the help of Ai. Another example is the drug discovery for Multiple Sclerosis (MS), which has already been licensed to a British pharmaceutical company.
While this is just the beginning for Artificial Intelligence in Healthcare, there is no looking back now. We can see how it can further help to save valuable lives in developing countries where resources are strenuous. This lack of healthcare infrastructure is most evident in rural areas. Dr. Sana Farid, a qualified surgeon herself and a Simulation Expert, is particularly interested in bringing Ai innovation to improve healthcare in developing countries, “In the face of the unprecedented challenges that developing nations are faced with in healthcare sector, Ai-based innovation is the key to providing better access to healthcare services, faster diagnosis, cutting-edge medical treatments, and an overall patient-centered service delivery.”
Let’s see how Ai can assist in delivering healthcare services where they are most needed.
Emergency Response, or ER, is one of the most critical areas necessitating implementation of smart technologies. There are already four important areas of ER process where Ai can instantly help bring pivotal changes.
- Training paramedics in delivering crucial first aide to the patients
- Directing the nearest ER staff to the emergency location within seconds of call received
- Directing ambulances on their way back to medical facilities with room for patients and equipment for required medical treatment
- Assisting medical staff in determining the shortest route to recovery and most suitable treatment for the disease/injury
These primary Ai assisted services alone can help save thousands of lives in Pakistan every year.
Delivery of Medical Services in Rural Areas
Just as in ER, medical staff can be trained to use Ai in delivering timely services to critical patients. In rural areas, medical staff is either hard pressed with providing timely treatment to an overload of local patients or is not trained enough at all. Ai assisted treatments can help save time and lives without patients having to rush to other advanced facilities in closest cities.
Once materialized, this will not only provide great relief for patients but also unburden emergency facilities in cities of a major load. Ai is especially helpful in remote rural areas, where it can take several hours to get to the nearest medical facility.
Allopathy is a science of trail and error. It can sometimes take months to discover suitable oral treatment for the patients which can lead to complications later. The defective and time-consuming manner also results in deaths as the patient’s health continues to deteriorate over time. Ai is godsend for precision medication. Ai systems can quickly match patient history with available options for treatment and suggest the most appropriate course of action. Here’s how Ai helps uncheck major delivery process milestones instantly:
- Diagnosing patient data for genetic medical history
- Matching available drug options for cures and eliminating the ones with undesirable side effects
- Suggesting most suitable and accurate dosage for a patient’s treatment
- Suggesting accurate length of time for medication required
- Determining future course of action for the patients
Trauma therapy is a demanding profession but more so is the patient data monitoring associated with it. Therapy is a slow process for majority of patients. And it can be hard to keep track of patient’s progress as human judgment is highly subjective in nature. Ai helps keep track of patient data and also point out nuances of progress that are undetectable by human observation. Technology can also objectively determine the length of time a patient may need to take therapy or even if the therapy is working. These insights make a therapist’s job a lot easier and help them focus more on patients rather than on diagnostics.
Diagnosis and Imaging
Diagnosis and image analysis are complicated, exhaustive branches of medical science. It is humanly impossible to assess mounds of patient data for accurate progress reporting. But using machine algorithms makes it easy work to study the data and detect minutest of changes in a short amount of time. For this reason, Ai has huge significance in the fields of radiology, cardiology and pathology. So much so, that the ability to predict disease patterns makes Ai tremendously useful as a preventive technology.
Like precision medicine, precision surgery is only possible through the use of Ai. Ai assisted surgery is beneficial at many levels both for the patient and medical facilities. For starters,
- Ai can help reduce the length of operating procedures significantly by accurately highlighting problem area requiring to be operated on.
- Shorter incisions lead to minimal risk of infections and scarring as well as reduced blood loss and need for transfusions.
- Precision Surgery, as such, also results in reduced recovery time for the patients hence shortening their stay the hospital.
- The reduction in pre, during and post-surgery procedures free up resources for more patients.
Developments in Healthcare Sector
Healthcare ecosystem in an under-developed country like Pakistan is still in its early stages compared to developed countries around the world. But luckily, many organizations and startups have been turning their attention towards using latest technologies in healthcare.
With the vision to reshape technology infrastructure in healthcare sector, VRXOne is focused at transforming clinical services through Ai. The leading innovation company in the region specializes in using latest technologies for innovative development and sustainable growth. Focused at training healthcare professionals through Ai and VR applications, VRXOne is inexorably transforming healthcare ecosystem on multiple levels such as Emergency Response Training, Medical Simulation Labs and Scalable Monitoring Solutions.
With a strong focus on Impact Programs, VRXOne is revolutionizing healthcare practices in third world countries using immersive technologies such as Virtual Reality. These breakthrough technologies extend the quintessential opportunity to address and resolve critical challenges such as infant mortality and women health issues.
Research Center for Artificial Intelligence (RCAI)
Sensing the need to bring medical facilities at par with the world, NED University has developed the Research Center for Artificial Intelligence (RCAI). The center is a state-of-the-art facility working to promote Ai in Pakistan while providing training and consultancy at many levels. RCAI targets application areas such as Building Infrastructure, Robotics, Decision Support Systems for national and international planning and policies among others.
The Artificial Intelligence Advisory and Incubator, ADDO AI, is the first Artificial Intelligence based company in Pakistan. ADDO Ai is working to implement Ai across multiple industries including healthcare. In healthcare, ADDO AI seeks to innovate infrastructure and services optimizing clinical processes.
Ai based Healthcare Technology
Pakistani youth has very actively stepped into the filed of Ai-based healthcare services. Although, still at their early stages these startups hold a promising step in the direction.
GOBEE Wheelchair – Pakistan’s First smart wheelchair, aimed at facilitating differently-abled, which is operated through a smart phone app as well as voice. The wheelchair was developed by Faaiz Arbab, CEO at Ayub Yaqoob Engineering Company (AYECo).
Marham – A healthcare platform, developed by Ehsan Imam, that uses technology to help people find, book appointments, and consult with doctors online. Marham is one of the finalists for Google’s Demo Day Asia to be held in Shanghai this year.
Ai technology has a lot of untapped potential to help bring innovation to inefficient healthcare systems in developing countries. By leveraging the power of Ai, public and private medical facilities can transform healthcare delivery services for the masses. Healthcare Ai will prove to be a game changer in dramatically saving and improving lives across Pakistan.
World’s first country to establish the “Ministry of Artificial Intelligence”, UAE is all geared up for Ai-assisted healthcare transformation. An estimated 62% of the people in UAE already welcome the implementation of Ai and robotics in personalized healthcare services. Healthcare is deemed to be the most influenced field by the use of Artificial Intelligence. This disruptive technology has already touched major milestones in multiple levels of healthcare services:
• Investment in Ai accelerates the achievement of innovative healthcare breakthroughs. Ai also results in huge economic outcomes and growth opportunities for the youth and young entrepreneurs
• The power of Ai to assess vast amounts of data faster, more efficiently and accurately saves valuable time. The use of Ai in analytics frees up other resources in radiology, cardiology and pathology diagnosis
• The expedited ability of Ai to determine and predict human behavioral patterns more precisely makes it ideal as preventive technology
• Ai as assistive technology makes it possible to achieve patient data on-the-go. Ai can provide personalized healthcare through wearable devices without the involvement of human attendants
• Human attendants can be replaced by Ai monitoring equipment in critical care units
• Precision medication is possible with using Ai not only preventing over-dosage errors but also introducing the possibility of custom medication
• Ai-assisted robotic surgery brings ground-breaking improvements in surgical procedures. Ai ensure increasing service efficiency and diminishing chances of miscalculation and complications
AI INNOVATION AND EMPLOYMENT OPPORTUNITIES FOR YOUTH
As per CB Insights, healthcare is actually the most popular area for investment within Ai. A record rate of companies are entering the field of AI healthcare every year. In the Middle East alone, the investment in Artificial Intelligence represents a magnanimous opportunity of up to $320 billion. A new report says that Artificial intelligence is set to give the UAE economy a $182 billion boost by 2035.
More fiscal allocation into Ai education and innovative start-ups means more employment opportunities and greater scope for the youth. A 2016 report from CB Insights actually shows that by 2020, 86% of healthcare provider organizations, life science companies, and technology vendors to healthcare will spend an average of $54 million dollars on Ai Projects.
His Excellency Omar Sultan Al Olama, the UAE Minister of State for Artificial Intelligence, shared his point of view at the launch of the UAE’s first-ever AI Summer Camp this year, “Artificial intelligence (Ai) is going to save the UAE billions of dirhams – and could help save lives – when it becomes fully integrated by the government.”
The future of Healthcare looks particularly Ai driven however you look at it. Google certainly sees it that way having been turning its focus to healthcare. Google plans to use Ai for the purpose of detection, diagnosis, and treatment of diseases including diabetes, Parkinson’s Disease, and heart disease, among others.
Ai AS PREVENTIVE TECHNOLOGY – DIAGNOSTICS AND ANALYTICS
As far as diagnostics and analytics are concerned, Ai is significantly useful in the fields of radiology, cardiology, and pathology. Having the power to assess mountains worth of data at an incredible speed, there is no human comparison for Ai. In fact, the prowess of Ai in predicting disease patterns makes it the future of preventive technology. In cases where even the smallest nuance can help identify the direction of a disease, AI definitely transcends the human eye. Such as in medical imaging where it is important to drill down to the pixel level to study disease patterns.
As Jeffrey Golden, MD, Chair of the Department of Pathology at BWH and a professor of pathology at HMS, puts it, “Ai can screen through slides and direct us to the right thing to look at so we can assess what’s important and what’s not. That increases the efficiency of the use of the pathologist and increases the value of the time they spend for each case.”
ASSISTIVE AI AND VIRTUAL CLINICIANS
Another area of great interest for Artificial Intelligence is its application in clinical decision support. Ai devices can be used to regulate patient symptoms, medication, and medical advice. With smartphones having the ability to track even the heartbeats or footsteps of the user, a large amount of healthcare data is being generated all the time. Ai can use this data to extract valuable insights into patient information. These insights can further guide the patients in staying ahead of, for instance, the symptoms of a genetic disease. In the same way, Ai can also help the physicians in delivering better healthcare services.
Dr. Mariam Matar, Founder & Chairperson of UAE Genetic Diseases Association, is very hopeful about using Ai for reducing the effect and prevalence of genetic disorders, “Inherited genetic mutation does not largely decide our destiny anymore. Advances in genetics has transformed preventive medicine for the better. Technology such as next-generation sequencing has uncovered the genes responsible for more than 50 per cent of all rare diseases.”
Immunotherapy is perhaps the most promising avenues for using Ai to study the growth and behavior of cancerous tumors. AI can further help develop a system using body’s own immune system against the malignant tumors. This is vastly possible through the use of machine learning algorithms. These algorithms use insights based on individual’s unique genetic makeup and data-sets to qualify for a suitable therapy option.
PRECISION MEDICINE AND Ai ASSISTED SURGERY
According to a study, dosing errors make up 37% of all preventable medical errors. Approximately, 100 undetected dispensing errors can occur each day as a result of the significant volume of medications dispensed. Leveraging AI to determine and administer correct dosage of medication can benefit both patients and doctors. This is especially true for events where the correct dose is critical to ensuring success in a surgery such as in organ transplant.
Done the right way, the implementation of Artificial Intelligence in healthcare could literally translate into massively improving healthcare industry practices. Dr. Mazin A. Gadir, Senior Specialist at The Executive Office for Organizational Transformation, currently responsible for Dubai Health Authority’s Artificial Intelligence Program, says that in the UAE all healthcare facilities are working alongside the authorities towards putting together plans and finding partners for AI integration while “the challenge is on how to operationalise AI into healthcare.”
Artificial Intelligence based healthcare system offers major breakthroughs towards dramatically improving clinical productivity. The future, as we see it, will reveal a huge transformation in healthcare landscape within the next decade.
Mental health awareness means creating a world of empathy and coping with the stigma associated with it. Half the goal of this mission is achieved when the society accepts mental illness as real as physical illness. The other half is dealing with the problem and being sensitive towards the patients. We need to acknowledge mental illness, talk it out, and find solutions. Interestingly, Virtual Reality has come up as an approachable and novel method for treating types of mental health concerns. It has emerged as a viable solution for healing general stress, anxiety, tremors and phobias, depression and related disorders including post-traumatic stress disorder (PTSD). The technology has been tested in secured and controlled environments in the form of virtual reality exposure therapy – VRET. With the prominence of VR headsets like HTC Vive, Microsoft Hololens, and VRXOne, the testing has become affordable and convenient. The scenario is far better than the mid-1990s when a head-mounted display rig would cost over $50,000. VRET has given a pragmatic direction to Telemedicine, which in turn opens doors to better healthcare conditions in rural and remote areas. Cognitive Behavioral Therapy and Exposure Therapy are two prominent psychotherapeutic treatments for mental health. Under CBT, the patient attends a series of sessions where the target is to find the cause of disorder by analyzing the thought pattern of the patient and peeping into the history of phobia. The behavior of patient under challenging situations is recorded from which the source of their beliefs and notions is traced. For instance, if a patient is afraid of height, they will avoid climbing tall buildings. If they are insecure, they will avoid social gatherings. Calling them unsocial would not be a solution. It will only exacerbate the situation. CBT gives as a medium of tackling these situations and overcoming them. Exposure Therapy (ET), as the name suggests, is a treatment where the patient is exposed to such challenging situations and is gradually impelled to face them. In the real world, the exposure therapy requires extensive care and safety measures, thus making it nonviable in many situations like emulating a war zone, a crowded area, or a free fall! Also, ET goes hand in hand with CBT and is an obligatory part of it. Different kinds of health issues call for different CBTs and ETs. Another enterprise has come up with the concept of artificially intelligent virtual patients. Patients can open up to these virtual assistants whom they often trust more than doctors. Overcoming the fear of judgment, patients are able to get rid of social awkwardness. The physicians can then conduct clinical interviews and diagnostic assessments on these avatars. Facing a situation in a real therapy can be off-putting for many because the patients are usually reticent and sometimes unable to explain their behaviors. Another application of VR involves operationalizing the technology by training autistic patients and helping them gain necessary social skills. In tackling the persecutory delusions like in psychosis, VR has come out as successful again.
A Worthwhile Story Upholding The Power of Virtual Reality
Mel Slater, a professor of virtual environments shares an interesting story. “I was in one session where the guy had such a fear of public speaking that he told us about speaking at his daughter’s wedding. When we asked, ‘How old is your daughter?’, he said, ‘Three!’ He was later asked to speak in front of a virtual audience. Initially, he resisted, ‘I can’t do this, I’m turning bright red, my voice is an octave higher.’ The psychologist urged him to give it a shot and later played his video-recording asking, ‘Is your face red? No. Are you speaking an octave higher than normal? No.’ What Slater did in one afternoon would have taken 12 weeks otherwise. The result was warm and welcomed. The relevance of VR was also proven by the creation of ‘avatars’ to cope with anxiety and depression. The logic behind this simulation is rather interesting and a tad-bit twisted. The therapy happens in two stages. First of all, an avatar is created that embodies the patient who explains his problems to the psychiatrist in the therapy session. The avatar looks similar to the person and responds like him. In the next therapy session, an avatar is created of the psychiatrist and the patient embodies it. Now the psychiatrist’s avatar, maneuvered by the patient, talks to the patient’s avatar. So technically, it is the patient talking to himself. Switching roles and helping oneself – that’s the underlying idea. Why, you ask? Because we are generally too harsh and critical of ourselves. Through the virtual therapy, the patient is able to realize the problem and immerse oneself to find a solution. Here, the technology helps in the most impactful yet smooth way. Do we need to open up more about health issues? It’s a no-brainer. Of course, we do. Virtual Reality gives a chance to embrace and uplift people. We seem to have found a viable solution for improving mental health.
Imagine you’re in a foreign land. You do not understand the language of this place, nor do you seem to know the ways. You happen to be alien to the language on the road signs and the money vending machine. Anxious and panicked, your hands stumble upon the pocket and you wish to dial up the number of an acquaintance or rescuer, only to find a blank screen, totally unreadable.
This might be horrifying to you, but then you know, it’s hypothetical.
For some people, it’s the gist of their lives. The world of visually impaired people is not much different than this.
Automatic gadgets all around and yet we expect the visually challenged to hold a stick and find their way. Scientists have invented more things than any Guinness Book will be able to record. However, very less has fallen in the kitty of the blind where their lives haven’t changed much.
Smartness is a virtue to some people but these people have to have it. From environmental challenges to social apprehensions, life can anytime throw unexpected trials.
What are major challenges of the visually impaired outdoors?
Traveling in a crowded metro and walking by a lane of fast moving vehicles can be dangerous. Down to this reason, people usually accompany a friend or family member.
Also, at the home or workplace, they need to be familiar with the blockages like a table, chair, doors, and any potentially harmful obstacle. The walkways need to be clear but not every place is made that friendly.
Even the public conveniences like toilets are usually not customized for blinds. Such challenges hinder the growth opportunities of these people and limit the possibilities for progress.
The simple yet the very important access, that is the internet is not available to many who are deprived of the advanced technologies. Obtaining and maintaining a job are also far-fetched dreams for many since people usually focus on the disability than the other abilities in them.
The world has developed but not much for the blind people. A century ago, a Brit photographer had invented a white cane so that his surroundings could identify his condition. A hundred years later today, not many path-breaking projects that could prove life changing for these individuals are present.
How is Augmented Reality helping Visually Impaired?
AIRA, a platform to the rescue of visually impaired people came into existence. The brainchild of the three enthusiastic professionals, Suman Kanuganti, Yuja Chang, and blind communications professional Matt Brock, the technology is intended to bestow autonomy and independent outlook to the unsighted. Through its transformative remote assistive technology, the differently abled person is connected with AIRA’s certified agents through an Augmented Reality dashboard. The certified agents are able to see what the visually challenged person faces in real life. The agents then guide them through the way and help them make sound decisions.
The concept is so simple and beautiful, that it’s amusing why someone couldn’t come up with the idea any sooner.
The meaning behind AIRA is deeper than you would imagine. Pronounced as EYE-rah, the technology derives its name from the combination of AI (Artificial Intelligence) and RA (an ancient Egyptian mythological symbol meaning Eye of Ra. The eye of RA is a representative of protection, healing, and the power to perceive.
Aira’s Certified Agents:
Joining the team means helping people and being soulfully satisfied. The unprecedented technology helps the blind enjoy the world and travel around without the need of an assistant all the time. With a strong desire to help people, AIRA makes it easy to explore the world through its real-time request feature which provides a virtual friend. The great feature is that the wearable device can connect to any smartphone pretty easily and is durable.
While providing help whenever required and wherever, AIRA is making a bold step towards the emancipation of those who were left with a stick.
Augmented Reality and Virtual Reality are two closely knit terms. Well, both the technologies are surprisingly identical. However, a big difference lies in the way simulations are created. Here, will discuss these technologies from the healthcare perspective.
VR is a potentially new world, AR is a tool. Both satisfy a human’s quest for immersion. You might have a big mobile screen, a much bigger television, but you’ll still fall for the grandeur and majestic experiences of Augmented Reality. Move over the 2-D visuals or 3-D graphics, here is a technology that helps you view more in your surroundings.
Besides being a technology that fascinates, it is lifesaving!
Through Augmented Reality, the users are deeply rooted in the real life, and, simultaneously, they can access the far-fetched information. That is where the future of Augmented Reality (AR) in healthcare finds scope. The technology is building its route for prophylactic, therapeutic, or cosmetic applications.
One transformative example of AR applications is in breast surgery. Breast augmentation is the most prominent cosmetic surgeries performed that help enhance an individual’s confidence. These surgeries make the breasts larger, firmer and more fuller. The journey for breast enlargement where your morale transforms from under confident to confident helps one embrace their body.
An adept cosmetic surgeon must match the expectations of the patient and Augmented Reality extends a helping hand in guaranteeing the same. In order that the patients gain maximum satisfaction out of their surgery and explain their requirements clearly, the AR technology helps them to preview their breast shape before getting under the knife. This helps the physician and the patient be on the same page and achieve the motive of the process – embracing oneself.
Dr. Kyle Song, a renowned cosmetic surgeon in the USA confirms that his surgery success rates have grown up because his patients can foresee themselves and explain their anxieties in real time via AR. The patients can walk through a real-time demo and be sure of their decisions, he adds.
In a similar manner, live simulation and 3D experiences help patients make the most out of their dental visits. The dynamic AR technology in the dental world helps the patients foresee their improved self where they have the perfect set of teeth and a flawless smile, who would not want to flaunt a perfect Julia Roberts smile?
The technology in healthcare helps the patients, doctors, and lab technicians to work in sync and make the best-suited dentures. The patient also gets to try out different sets in the simulated set-up. An individual finding it hard to decide whether or not to opt for a makeover can preview himself with a shining white pair of teeth and can overcome his moral impediments.
Another department of health care that AR is improving is ophthalmology. Oftentimes, while visiting an optometrist, patients find it difficult to explain their disorders. There are some who exaggerate and some who disparage their problems. Without apt diagnosis, the healing process might take longer. A new augmented reality application helps the doctors show the patients different optical disorders through simulation and identify the disorder.
The technology also improves the assistance methods about how the nurses attend patients. There is a constant challenge faced by both when the intravenous injections are not inserted properly. To combat this problem, came an invention of accurately finding the veins by means of augmented reality. A handheld scanner applied on the skin highlights the vein that multiplies the chances of injecting the syringe in the right vein.
Apart from these innovations, Augmented Reality also helps in motivating people to run. There is this technology in healthcare that creates a simulated environment making the user feel as if a zombie were following him, instinctively persuading him to run. It is recreational and motivational, both in a way, are you ready to ready to try it?
Another technology where AR in healthcare is being put to use is an application that can help the patients requiring emergency help. The automated external defibrillators or AEDs are set up by the users which can be detected by the application. People using the app can navigate and identify those near to them, requiring medical help. Thus, a crucial information delivered in minutes and a life is saved!
Understanding prescriptions, providing assistance in surgeries, studying anatomy, or using contact lenses, well, Augmented Reality in Healthcare holds the supremacy of escalating the user experience in every facet.
A trauma surgeon and associate professor at the University of Maryland, Sarah Murthi gave her views about AR in healthcare, “People don’t like their doctor to look at computers. It’s better for patients if somebody’s looking at you.” About the technology, she also says, “I think ultimately all of us hope that this will bring back more of the humanitarian component to the patient-physician relationship.”
Michael Aratow, the Chief Medical Information Officer of San Mateo Medical Center believed that augmented reality is playing a huge role in the medical field, and some of these examples of medical AR were fascinating.
Dr. Sana Farid, the Co-Founder of a Bahrain based Learning & Development company, Munfarid says, “Augmented Reality in healthcare gives the patients an option to choose the best services through comparison. With quick and easy treatments, it is possible to offer value based medical care.”
Perhaps augmented reality is one of the rarest innovations for doctors and patients, both. There’s huge potential.