01
Research question
Can images of the same site be compared on a consistent basis?
Proposed review method
Record site, time and capture conditions together, then examine how missing comparison context should be shown.
Dermatoscan AI
Pre-launch validation
Dermatoscan AI · Cosmetic pigment-treatment reference
We are studying a physician-reference workflow for cosmetic pigment treatment. Images, capture conditions, and observations for review stay together, starting with the same site and a clear point in time.
Discuss image-comparison researchThe work inside the visit
Dermatoscan AI organizes skin images for physician review. Its scope is cosmetic pigment treatment.
This conceptual diagram shows how a site and its capture conditions are matched before review. Geometric shapes illustrate the arrangement of images and reference items.
Same site + capture context
Matching frames explain the comparison method. They show no treatment result.
Human review remains open
Research questions to develop together
These are proposed questions for cosmetic pigment-image comparison. Initial discussions use synthetic material and screen layouts; data use and evaluation scope are agreed separately with partners.
01
Research question
Proposed review method
Record site, time and capture conditions together, then examine how missing comparison context should be shown.
02
Research question
Proposed review method
Have reviewers read the same example and identify ambiguous wording and additional context they need.
03
Research question
Proposed review method
Open the prior image, observations and edit history together to examine how the next comparison begins.
Input → preparation → human review
The proposed workflow is limited to cosmetic pigment-treatment reference. Images sit under a patient and capture time; a physician reviews the observations and the basis for the next comparison.
Dermatoscan AI is a clinical reference tool for physicians. The physician reviews what appears on screen and makes the final judgment.
Confirm the patient and the point in care before reviewing the image.
Select the image and place it inside the same visit context.
Keep the site, time, and other comparison conditions beside the image.
Lay out the image features that the physician may want to examine again.
The physician accepts, edits, or rejects the reference items.
Carry the reviewed image and its status into the patient's next comparison.
Evidence today · as of 2026-08-11
Next step
Describe your current image-comparison workflow and physician-review criteria. The first discussion aligns the research questions and partner roles before defining data use and system connections.
Do not include patient-identifying information or clinical details in your inquiry.