Imaging & OCR
AI Medical Imaging Analysis & Clinical OCR
Medroxa Medical Imaging Analysis applies vision-capable AI to de-identified clinical images including CT, MRI, X-ray, ultrasound, and high-dimensional scans. The tool extracts visible text (OCR), describes anatomical structures, notes visible findings, and produces a structured interpretation draft with differential considerations. Imaging outputs require verification by a qualified radiologist or treating clinician and must not be used as definitive diagnoses.
The challenge
Clinical teams often receive imaging exports, portal screenshots, and referral packets that mix free text, labels, and visual findings. Manual transcription and preliminary review slow care coordination and MTM documentation when imaging context affects medication decisions.
How AI Medical Imaging Analysis helps
Upload a de-identified scan, select modality, and provide the clinical question and patient context (de-identified). Medroxa returns OCR text, modality assessment, key findings, differential considerations, and recommendations structured for clinician review — not autonomous diagnosis.
Clinical use cases
- OCR of labeled radiology exports for MTM context
- Structured first-pass review before formal radiology read
- Clinical question framing for multidisciplinary rounds (de-identified)
- Documentation support when imaging informs medication therapy
Typical workflow
- Upload a de-identified medical scan image (PNG, JPEG, WebP).
- Select modality: CT, MRI, X-ray, ultrasound, or histopathology.
- Enter the clinical question and de-identified context.
- Review OCR, findings, and differentials with the responsible clinician.
Related clinical tools
Frequently asked questions
- Can Medroxa replace a radiologist?
- No. Imaging analysis is draft decision support only. Definitive interpretation must come from qualified imaging professionals.
- Is PHI allowed in imaging uploads?
- Use de-identified images unless your organization has authorized PHI processing under appropriate agreements and consent.
- Which modalities are supported?
- CT, MRI, X-ray/chest X-ray, ultrasound, and histopathology/whole slide contexts.
