AI and MRI join forces to speed up cancer radiation planning
NCT ID NCT04976205
First seen Jun 25, 2026 · Last updated Jun 27, 2026 · Updated 1 time
Summary
This completed study tested whether artificial intelligence and MRI scans could help automate the planning of total marrow irradiation, a type of radiation therapy given before a bone marrow transplant for blood cancers. Researchers aimed to reduce the 10-day planning time and better target lymph nodes while sparing healthy organs. The study involved 60 adult patients and compared standard CT-based plans with MRI-assisted plans.
What this could mean
Our plain-language read of the trial. This is informational only — not medical advice or a prediction.
- Active substance
- Total Marrow (Lymph-node) Irradiation (radiation therapy)
- What this could lead to
- If successful, this approach could make radiation planning faster and more precise, potentially reducing side effects for blood cancer patients receiving a bone marrow transplant.
- What could go wrong
- This was a small, early-stage study focused on planning methods, not patient outcomes. The technique may not improve actual treatment results or be widely adopted.
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Conditions
The condition(s) this trial relates to.
As listed by the trial registrant
The condition terms exactly as the trial's registrant entered them.
Contacts and locations
Locations
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IRCCS Humanitas Research Center
Rozzano, Milano, 20089, Italy
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