Commentary

2023 / 5 / 30

 

The individual health margin and
AXR visualization technology

 


Let me slightly describe the explanation of the individual health margin and AXR visualization technology. By chance, you might enjoy the very exciting scene that MD is trying to save a serious case as one scene of exchanges in a tense medical setting. We never expect to face the scene of big accidents or disaster and it’s the best to have nothing actually. We have no choice but to make a triage decision under the circumstances.

MDs decide to make the best allocation of medical resources to save as many lives as possible. In Japan MDs perform the triage policy of the treatment priority, the transportation order or who should be transfer into the emergency medical facility first or second. Usually they highlight the severity, the external wounds, the consolidating diseases and the ages, sometime the sex to save the lives and provide optimal treatment. And they have another angle to consider how the survival rate can change after the treatment if it’s not urgent.

If the person is a senior citizen, MDs suggest palliative care for the persons from the view point of physical strength or resilience in statistical data. However, the persons might need more months or years to survive for their family, job, unfinished business or the others. When they have had enough time already to survive, they might choose the rest of lives normally. The AXR visualization way contributes the trade-off of decision by visualized disease risk heatmap with color gradation to see what’s happening in individual body to a certain extent. The information of deviation, probability density and correlation about the big data helps the visualization with intuitive understanding to see the risk.

Of course, it could be a beautiful solution when it’s possible to use one dimensional distance calculation for the two-position measurement/comparison. However, it seems not easy to describe if the inner network connecting the organs like blood vessels, lymphatic ones or others are working well or not. The description way is not always so simple. The visualization methodology of AXR describes the risk of various diseases by the same way.

It’s also possible to track or follow the progression of diseases risk or healthiness by it. The figure shows the images. The right-hand up side shows the high risk of diseases, lifestyle-related diseases and the low risk and the highly healthy against diseases risk. The rising right zone/area show the super healthy on the left-side bottom and the unhealthiest on the top right corner.

We are beginning to be concerned about healthy behavior to get much better condition and health impediments, when we see our healthiness position or disease risk visualized. We have easily to access advices by researchers or MDs and it could be helpful to a certain extent for individuals. It could be a hint to have a healthier life and QoL except for not suitable for him/her or the issues of “likes and dislikes.”

Of course, it’s not always guaranteed for you to get a good result even if you immediately do the behavior change and reduce health impediments. However, you will feel good changes in your body eventually in a few weeks or a several months when you improve your lifestyle much better. For instance, you will make a healthy snapping sound when clipping nails if you have small sounds or split the tip of the nail. You feel your hair made thick and strong and big changes from your previous sleeping and thin hair. Generally speaking, it could be a good sign for you to be healthier. Usually, you have bad influence when you have decrease or lack of protein or nutritional balance. Exercise and sleep are important but it’s top priority to improve your eating habit to be healthy. You have many reasons to make your vessels/capillary ghosts and realize poor nutrition balance management and diet control making your current condition.

Shohei Ohtani, Angels/MLB looks like Superman physically compare to typical American athletes. He studies his optimal recipe with the best advice from registered dietitians or exercise science expert.

We often had an edge-of-seat experience in watching movies or TV when a person who faced sever disease is saved with many audiences’ prayer and keeping an eye on that. When I visited the U.S. over 10 years ago for business, I faced an emergency surgery in and reminded “only one life” in my mind. In the morning I had stabbing pain in a hotel, I went to Oakbend Medical in Huston/TX. I had a detailed examination in the hospital. By chance they had the contract with excellent doctors in Surgical Association US and I was told by them. “You are lucky. MD Hilary is one of the best MDs in laparoscopic surgery and has over 200 surgery cases per year. The surgeon never fails.”, a health care worker said to me with smile. I imagine Dr.X because I heard of Hilary and Never fails initially.

Hilary is associated with an female doctor like Dr.X on TV program in Japan who never fails even in any delicate operation. In the morning the surgeon told me that you will sleep immediately after one shot. And you wake up after the operation. You will be fine. He said to me, “I’m Robert Hirary. No, problem.” He is full of confidence. At that time, I thought that MDs in the U.S. use “SHOT” instead of “INJECT” like gun and Japanese MDs.

I also thought for a moment that I will be able to wake up only when I’m OK by the operation. I was diving into deep sleep quickly. He was respected by all there and I could safely get back into the hotel again in one day after the operation. Recently MDs gives us a good advice to make the best condition before/after an operation. It must be one of the most important things to keep the increase of health margin as health habits.

The optimal behavior changes to meet their own can realize the healthiness for you and your important person. We would like to support you to increase your healthiness by the facilitation design for “behavior change” with your important persons. “Life is one for all. We will surely help you to keep your smiles in your life with your family.

AXR adopts the color gradation pattern by 2-D matrices based on the calculation of deviation, probability density… variance and correlation of all matrices to identify the health position and the disease risk. By the PAT methodology you easily see your position and the disease risk even in normal zone. Usually if you are in normal area, it’s hard to know your risk because MDs tell you no problem or no concern of diseases today.

If you have pain, MDs start some detailed examination quickly. However, in many cases MDs wait for more days until he/she finds any clue to be identified as an actual disease. The treatment will start to treatment manual after the disease is identified. Of course, you know yourself best and you should use the visualized information for yourself as reference. The visualized information and advices to be healthy for you is not identify your disease and not give you the treatment at all. It’s just advice how to improve your healthiness and QoL.

Honestly speaking, it’s very hard to describe simply the individual’s health position and disease risk by normal distribution or Gaussian one but the chart shows some images for you to guess how to track your health promotion path or worsening one. Blood data or vital one has high correlation. it is known well as non-ergodic data. It can be some marker substances to identify the diseases as not independent on inner body condition not like number of dice showed independently.

It’s not always necessary to be nervous for you, but you will have advantage to manage your health condition. It could be helpful to check the health information or disease risk one of