Improving brain MRI images using advanced software
Official title: Automated enhancement and correction of brain MRI images that leverages the entire imaging exam
Funded at Subtle Medical, INC. · NIH-10951007 · Data updated 2026-11-12
This study is creating a helpful software tool that makes brain MRI images clearer and more complete, so patients can get more accurate results and better treatment options.
Quick facts
| Grant type | Sbir 2 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Subtle Medical, INC. NIH-funded |
| Lab location | 1 site (Menlo Park, United States) |
| Project start | September 5, 2023 |
| Project end | August 31, 2026 |
| Funding year | 2024 |
| Award (this year) | $1,135,581 |
| NIH project number | 4R44MH135725-02 |
| Project ID | NIH-10951007 on NIH RePORTER |
Who could benefit from this research
✓Could help
Ideal candidates for this research are individuals undergoing brain MRI scans who may benefit from enhanced imaging quality.
✕Less likely to help
Patients who have already received brain MRI scans that are not subject to enhancement or correction may not benefit from this research.
What this research studies
This research aims to develop a software tool that enhances brain MRI images by correcting errors and filling in missing data. Using advanced machine learning techniques, the software will integrate into existing radiology workflows to identify and rectify issues such as motion artifacts and incomplete scans. By ensuring that all necessary MRI acquisitions are complete and of high quality, this tool seeks to improve the overall diagnostic process for brain imaging. Patients can expect that their MRI results will be more accurate and reliable, leading to better-informed treatment decisions.
Why it matters
Potential benefit: If successful, this research could lead to more accurate brain MRI results, improving patient care and treatment outcomes.
How similar studies have gone: Other research has shown success in using machine learning for image enhancement, indicating a promising approach in this area.
Where this research is happening
-
Subtle Medical, INC.
Menlo Park, United States Active
Researchers
- Principal investigator: Zhou, Zechen — Subtle Medical, INC.
- Study coordinator: Zhou, Zechen
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page.