Our programs / Health research
fcancer.ai
Exploring how AI could support the review of medical images.
Early-stage research · Not a clinical servicefcancer.ai is a BoxOfChocolates.ai initiative exploring AI-assisted MRI screening support. Its long-term purpose is to investigate whether carefully bounded AI tools could help support timely review by qualified clinicians.
Schematic illustration · not an MRI scan
Keep evidence and review together.
A concept for organizing research material without implying a clinical result.
- Source contextDocument where research inputs come from.
- Research notesKeep limitations and open questions visible.
- Qualified reviewPreserve the role of clinical expertise.
Concept only. No patient data, live upload, model output, or diagnostic interpretation is shown.
Illustrative interface mockup for the program’s research direction. It does not depict a functioning product or a validated clinical workflow.
Purpose
Research that starts with the limits.
Medical-image interpretation depends on clinical context and qualified expertise. This initiative asks how AI might assist a screening-support workflow while preserving the role of the clinician and making uncertainty understandable.
Potential benefit is a research question. We do not claim that this work diagnoses cancer, improves clinical outcomes, or is ready for patient care.
Who the research aims to support
Researchers and clinical collaborators investigating responsible screening-support tools, with patients as the intended long-term beneficiaries.
Where the work stands
Early-stage research. The visual above is a concept mockup. This site offers no scan upload, medical interpretation, or patient-facing screening service.
Research direction
Questions that guide the work.
- Define a narrow support roleIdentify which screening-support tasks are appropriate to investigate and where clinical judgment must remain central.
- Understand evidence and uncertaintyExplore how research inputs, limitations, and outputs could be documented so a qualified reviewer can assess them.
- Establish evaluation requirementsDetermine what independent evaluation, clinical expertise, and safeguards would be needed before any real-world use.
- Build with privacy in mindKeep sensitive health information out of public demonstrations and general organizational communications.
These are research priorities, not claims of completed clinical studies, validated performance, or regulatory authorization.
Program boundaries
fcancer.ai is screening-support research, not medical diagnosis or a substitute for a qualified clinician. The mockup is not a medical device interface and should not guide care decisions.
Do not send scans, patient records, or other private health information through this website or our general contact email. For personal health concerns, contact a qualified healthcare professional.
Work with us
Help shape responsible research.
We welcome conversations with researchers, clinical subject-matter experts, and prospective collaborators about appropriate research questions, evaluation, and safeguards.
Contact us about fcancer.ai →fcancer.ai is an initiative of Box of Chocolates.AI, an IRS-recognized 501(c)(3) public charity.