[{"data":1,"prerenderedAt":198},["ShallowReactive",2],{"blog-\u002Fblog\u002Fen\u002Ffrom-measurement-to-treatment-plan":3,"blog-\u002Fblog\u002Fen\u002Ffrom-measurement-to-treatment-plan-surround":187,"blog-\u002Fblog\u002Fen\u002Ffrom-measurement-to-treatment-plan-translations":193},{"id":4,"title":5,"author":6,"body":9,"date":171,"description":172,"draft":173,"extension":174,"image":175,"meta":176,"navigation":178,"path":179,"seo":180,"stem":181,"tags":182,"__hash__":186},"blogEn\u002Fblog\u002Fen\u002Ffrom-measurement-to-treatment-plan.md","After the Measurement: How Is a Treatment Plan Designed?",{"name":7,"picture":8},"Soo Ick Cho","\u002Fimages\u002Fblog\u002Fauthor-sooickcho.jpg",{"type":10,"value":11,"toc":160},"minimark",[12,16,21,24,27,31,34,37,41,44,47,51,54,114,117,121,124,137,140,143,147,150,153,157],[13,14,15],"p",{},"So far on this blog, I’ve mostly written about how to measure accurately. But measurement is only the starting point. Once you know your wrinkles score 62, the next question comes naturally: so what should I do? Earlier I wrote that there’s no single right answer in choosing a procedure. There may be no single answer, but there are principles of design. Today I want to walk through how INSKINVIEW turns measurement results into a treatment plan.",[17,18,20],"h2",{"id":19},"step-1-decide-what-matters-most","Step 1: Decide what matters most",[13,22,23],{},"What matters more than the score itself is how much of a concern it is. The same 60 means something different at 25 than at 55. So INSKINVIEW converts scores into “severity,” weighing both where you stand among your peers and your condition against a general reference. Then, among the six axes, it picks the ones whose severity crosses a set threshold and that procedures can actually address, in order of severity, as your concern axes.",[13,25,26],{},"It looks at the detailed indicators within each axis, too. Even within wrinkles, the right procedure differs depending on whether it’s the forehead, the eye area, or the nasolabial folds.",[17,28,30],{"id":29},"step-2-filter-out-what-doesnt-fit-first","Step 2: Filter out what doesn’t fit first",[13,32,33],{},"Recommendation starts with subtraction, not addition. Each procedure has indicators it primarily targets, and it becomes a candidate only when that indicator is actually poor. We don’t suggest lifting to someone whose skin is still firm, or a pigment laser to someone with almost no pigmentation.",[13,35,36],{},"Age is considered as well. For example, for teenagers we recommend only a limited few procedures.",[17,38,40],{"id":39},"step-3-choose-what-fits-your-skin-best-among-the-remaining-candidates","Step 3: Choose what fits your skin best among the remaining candidates",[13,42,43],{},"INSKINVIEW classifies procedures and maps out, for each class, which indicators it acts on and how strongly. This connects to the depth of skin I wrote about earlier: some procedures work on surface texture, others on the support of deeper layers. We calculate how much your concern indicators overlap with a procedure’s action and pick those with the highest fit.",[13,45,46],{},"Dose is set on the same principle. Even for the same procedure, intensity steps up with severity, and for milder concerns we start from the lower steps. Doses are shown as a recommended range rather than a fixed number, because the final dose is best adjusted in the clinic.",[17,48,50],{"id":49},"step-4-you-choose-what-to-prioritize","Step 4: You choose what to prioritize",[13,52,53],{},"Procedure decisions involve your preferences, not only your skin. So even from the same measurement, you can choose different criteria.",[55,56,57,70],"table",{},[58,59,60],"thead",{},[61,62,63,67],"tr",{},[64,65,66],"th",{},"Criterion",[64,68,69],{},"How the plan is designed",[71,72,73,82,90,98,106],"tbody",{},[61,74,75,79],{},[76,77,78],"td",{},"Overall",[76,80,81],{},"Covers several concern axes evenly",[61,83,84,87],{},[76,85,86],{},"Focused",[76,88,89],{},"Concentrates on your most severe concern",[61,91,92,95],{},[76,93,94],{},"Value",[76,96,97],{},"Prioritizes effect relative to cost",[61,99,100,103],{},[76,101,102],{},"Least pain",[76,104,105],{},"Centers on procedures with less pain",[61,107,108,111],{},[76,109,110],{},"Least downtime",[76,112,113],{},"Centers on procedures with shorter recovery",[13,115,116],{},"Finally, taking into account how often each is used in actual clinical practice, we show you specific product names.",[17,118,120],{"id":119},"we-also-check-a-plan-youre-already-considering","We also check a plan you’re already considering",[13,122,123],{},"There’s also the opposite case: you’ve already been offered procedures in a consultation, or there’s a procedure you’d like to try yourself. Now, if you enter the procedures you’re considering along with dose and number of sessions, INSKINVIEW checks that plan against your current skin.",[125,126,127,131,134],"ul",{},[128,129,130],"li",{},"Per procedure: whether it fits your current skin, and whether the dose and sessions are more or less than needed",[128,132,133],{},"For the plan as a whole: whether it addresses your concerns in order of severity, and whether a bigger concern is missing",[128,135,136],{},"If a concern is missing: other options that could address it",[13,138,139],{},"One principle matters here: you don’t have to address every concern at once. Even a plan that covers only part of your concerns, to fit your budget and schedule, counts as a good plan if it handles the most severe ones first. Because recommendation and checking run on the same criteria, entering a recommended plan as-is returns the same conclusion.",[13,141,142],{},"The check doesn’t replace a physician’s judgment. It works best as a way to organize what to ask in your consultation.",[17,144,146],{"id":145},"refined-by-the-judgment-of-many-dermatologists","Refined by the judgment of many dermatologists",[13,148,149],{},"A logic that looks plausible isn’t the end of the work. We have validated it by having dermatologists rate real face photos, their scores, and the resulting recommendations one by one as appropriate, fair, or inappropriate. When something is inappropriate, we separate whether the choice of procedure itself was wrong or whether the dose was too high or too low.",[13,151,152],{},"And now, we’re receiving the same kind of evaluation from multiple dermatologists. Earlier I wrote that learning from a single physician’s data only teaches the model that physician’s style. As judgments from many dermatologists accumulate, we can see which recommendations draw agreement and which split opinion. Where they agree, we make the logic firmer; where they split, we turn that into a wider range of options. With their insights, we’re making our recommendations more diverse and more refined.",[17,154,156],{"id":155},"from-measurement-to-decision","From measurement to decision",[13,158,159],{},"To sum up, INSKINVIEW’s procedure recommendations start by deciding on your concerns, filter out what doesn’t fit, choose what fits best, and finally take your own preferences into account. If you already have a plan in mind, it can be checked against the same criteria. Even so, this isn’t an answer that replaces a consultation; it’s a starting point for one. Walking into the clinic knowing what your biggest concern is and what options exist: that, we believe, is how measurement should lead to decisions.",{"title":161,"searchDepth":162,"depth":162,"links":163},"",2,[164,165,166,167,168,169,170],{"id":19,"depth":162,"text":20},{"id":29,"depth":162,"text":30},{"id":39,"depth":162,"text":40},{"id":49,"depth":162,"text":50},{"id":119,"depth":162,"text":120},{"id":145,"depth":162,"text":146},{"id":155,"depth":162,"text":156},"2026-10-11","Measuring skin accurately isn’t enough on its own. This is how INSKINVIEW turns measurement results into a treatment plan, and how we’re refining that process with the judgment of many dermatologists.",false,"md","\u002Fimages\u002Fblog\u002FAI 피부 분석과 스마트 트리트먼트 플랜.png",{"slug":177},"from-measurement-to-treatment-plan",true,"\u002Fblog\u002Fen\u002Ffrom-measurement-to-treatment-plan",{"title":5,"description":172},"blog\u002Fen\u002Ffrom-measurement-to-treatment-plan",[183,184,185],"treatment recommendation","treatment planning","INSKINVIEW","Pwobq0W5ur7is2O5EQr4H_B6U2r5g_fFRNnzDHmu6j4",[188,189],null,{"title":190,"path":191,"stem":192,"children":-1},"Where on Your Face Does the AI Look?","\u002Fblog\u002Fen\u002Fwhere-does-ai-look","blog\u002Fen\u002Fwhere-does-ai-look",[194],{"code":195,"name":196,"path":197},"ko","한국어","\u002Fblog\u002Ffrom-measurement-to-treatment-plan",1791649183612]