Step-by-Step Guide
How AI Analyzes a Brain MRI
Step-by-step: how Fractify's AI processes brain MRI scans, detects tumors and hemorrhage at 97.9% accuracy, and delivers a structured diagnostic report in seconds.
97.9%
Brain MRI accuracy
4
Tumor types detected
<3s
Report time
5-level
Urgency scoring
The 5-Step Process
Upload the MRI Scan
Upload a JPEG, PNG, or .dcm DICOM file. Upload 3 or more DICOM slices and the system enters Series Mode automatically.
DICOM Series Mode (Multi-Slice)
For multi-slice brain MRI studies, Fractify selects the diagnostically representative slice for AI analysis while displaying the full series as a montage — matching standard radiologist workflow.
Tumor & Lesion Detection
The AI identifies tumors across four types — glioma, meningioma, pituitary adenoma, and metastasis — with confidence scoring per detected region. Herniation and midline shift are flagged immediately.
97.9% Accuracy Report
Output: primary finding, lesion location, size, confidence %, urgency score, differential diagnoses, treatment guidance. Critical flags for Acute Ischemic Stroke, Herniation with Midline Shift.
Clinician Review
The radiologist reviews the AI's structured findings against the full MRI montage. All diagnostic decisions remain with the qualified specialist.
Key AI Capabilities
97.9% Brain Tumor Accuracy
Glioma, meningioma, pituitary adenoma, metastasis — four tumor types classified
DICOM Series Mode
Multi-slice MRI studies handled natively — representative slice selected for AI analysis
Herniation Detection
Herniation with Midline Shift is a Level-5 critical flag with immediate escalation guidance
Stroke Detection
Acute Ischemic Stroke flagged as critical — early DWI changes and hypersignals identified
Frequently Asked Questions
How accurate is AI for brain MRI tumor detection?
Fractify achieves 97.9% accuracy on Brain MRI tumor detection across four tumor types: glioma, meningioma, pituitary adenoma, and metastasis.
What is DICOM Series Mode for brain MRI?
When 3 or more DICOM files are uploaded, Fractify enters Series Mode. The AI selects the representative middle slice for analysis and displays the full series as a montage — matching how radiologists actually read MRI studies.
Can AI detect brain hemorrhage on MRI?
Yes. Fractify detects hemorrhage and herniation with midline shift on brain MRI. These trigger Level 4–5 urgency scores with mandatory critical flags. CT brain analysis handles the 6 hemorrhage subtypes with dedicated detection.
Does Fractify detect stroke on brain MRI?
Acute Ischemic Stroke is one of Fractify's seven critical flags. On MRI brain, signs of acute ischemia trigger immediate Level 4–5 urgency scoring with mandatory escalation guidance.
Other Imaging Modalities
See it in action
Upload a real scan and get a structured AI diagnostic report in seconds. Request a demo or explore the clinical platform.