Radiation Oncology AI medical devices

A neutral, evidence-based catalogue of radiation oncology AI medical devices. No manufacturer pricing, no buy links — just regulatory facts and clinical capability summaries.

Radiation Oncology

Ethos

Varian (a Siemens Healthineers company)

CEFDA

Verified clinician reviews launching soon

AI-driven online adaptive radiotherapy: a ring-gantry treatment system whose software re-contours the patient's anatomy from the day's cone-beam CT while the patient lies on the couch, regenerates the treatment plan against that anatomy, and offers the clinician a side-by-side choice between the original scheduled plan and the freshly adapted one — inside a single treatment slot. Deep-learning segmentation produces the anchor structures that drive the adaptation; an automated optimisation engine rebuilds the dose plan. Where most devices in this catalogue read images, Ethos closes the loop from image to re-planned treatment, which is why its clearances cover a therapy system and its planning software rather than an analysis tool.

Radiation Oncology

DLCExpert

Mirada Medical

CEFDA

Verified clinician reviews launching soon

Deep-learning software that automatically draws the anatomical contours a radiotherapy plan is built on. From a planning CT it segments organs at risk — the healthy structures that must be spared from the radiation beam — producing editable contours that a clinician reviews and corrects before planning. Its purpose is to replace the slow, manual, operator-variable task of outlining each organ by hand with a fast, consistent first draft. It contours normal anatomy for the planning workflow; it does not delineate the tumour target on its own, does not create the dose plan, and does not make a treatment decision.

Radiation Oncology

RayStation Deep Learning Segmentation

RaySearch Laboratories

Editorial summary

Other specialties