{"entity":{"id":"mvision-ai","kind":"company","name":"MVision AI","aka":[],"tldr":"MVision AI is a Finnish auto-contouring company with guideline-based organ and target segmentation.","summary":"MVision AI, based in Helsinki, is a Finnish auto-contouring company whose segmentation of organs and targets follows published consensus guidelines. Its Contour+ cloud service delivers guideline-based contours and is used in Nordic and UK centres. OnCo links it to AI auto-contouring and adaptive planning. Whether guideline-conformant automated contours reduce the variation between clinicians that undermines radiotherapy trials is the open question its approach is designed to address. The auto-contouring technology page carries the wider picture.","asOf":"2026-09-08","links":[{"label":"Official website","url":"https://mvision.ai"}],"tags":["supporting"],"related":[],"cancers":[],"sections":["radiation","ai-computation"],"technologies":["auto-contouring-ai"],"targets":[],"drugs":[],"companies":[],"institutions":[],"pathways":[],"terms":[],"trials":[],"people":[],"bottlenecks":[],"keyPapers":[],"journals":[],"dependsOn":[],"notes":[],"hq":"Helsinki","country":"FI","companyType":"ai-software","website":"https://mvision.ai","investors":[],"funding":[]},"route":"/companies/mvision-ai/","neighbours":{"section":[{"id":"ai-computation","kind":"section","name":"AI & Computation","route":"/fronts/ai-computation/"},{"id":"radiation","kind":"section","name":"Radiation Therapy","route":"/fronts/radiation/"}],"technology":[{"id":"auto-contouring-ai","kind":"technology","name":"AI auto-contouring and adaptive planning","route":"/technologies/auto-contouring-ai/"}]}}