Patient Disease Screening Hub
Select an active disease module below to launch its dedicated clinical screening studio.
Breast Cancer Screening Studio
Evaluates 8 fine-needle biopsy cellular morphometric biomarkers (cell radius, perimeter, concavity, and texture) using 8-qubit variational quantum circuits and classical ensembles.
Heart Attack & Cardiac ECG Studio
Evaluates 12-lead paper ECG images for acute myocardial infarction, arrhythmias, and conduction blocks using ResNet-18 (CX-01) and 8-qubit VQC (Transfinite-1) with real-time Grad-CAM pinpointing and cardiac risk scoring.
Neurological & Brain Health Studio
Analyzes multi-channel EEG frequency spectrums, cognitive response latency, and neural spike wave anomalies to detect early-stage neurodegenerative disorders.
QuantumX Multi-Disease Screening Architecture
How dual-engine classical and variational quantum models evaluate clinical risk
Simultaneous Dual-Engine Execution
Every screening pass concurrently runs classical ML baseline (CX-01) and an 8-qubit variational quantum classifier (Transfinite-1) on independent pipelines.
Directional SHAP Risk Attribution
Calculates distinct quantum and classical feature impacts so clinicians know which exact cellular or physiological measurements elevated risk.
Physical IBM Quantum Target (Aleph-1)
Built on 127-qubit IBM Eagle superconducting quantum hardware architecture with automated Pauli-Z tensor mapping and readout error mitigation.