Freqently Asked Questions
Quick answers to common questions about QNeuroAI.
What file formats are supported?
We currently support NIfTI (.nii, .nii.gz) and standard DICOM (.dcm) series. For DICOM, please upload the folder or a zipped archive.
How accurate is the Quantum AI?
Our hybrid model demonstrates >98% sensitivity in validation sets for ischemic stroke detection. However, QNeuroAI is a diagnostic support tool and results must always be verified by a qualified radiologist.
How long does analysis take?
Typical processing time is 30-90 seconds per scan. This allows for data preprocessing, 3D-CNN feature extraction, and Quantum Circuit execution.
Does it support both MRI and CT?
Yes. The system automatically detects the modality based on image intensity stats (e.g., Hounsfield units for CT) and applies the correct windowing and normalization.
Is patient data secure?
Absolutely. All data is encrypted in transit (TLS 1.3) and at rest (AES-256). We strictly adhere to HIPAA guidelines regarding PHI.
