Clinical perception across five modalities,calibrated for epistemic deferral.
Foundation perception models for radiology, optical scopes, bioacoustics, waveforms, and triage routing.Deterministic clinical calculators, orthogonal subspace projections, and grounded refusal gates.
Multimodal clinical perception across five domains,engineered for verifiable epistemic deferral
Primary foundation backbones with whitened orthogonal projections, deterministic metric calipers, and calibrated epistemic refusal gates.
Radiology & Optical Scopes
Axial CT, MRI, and radiograph volumetric contouring with dermoscopy polar symmetry and mucosal margins.
Bioacoustics & Physiological Waveforms
Auscultation sound classification and 12-lead ECG fiducial caliper detection with Kors 3D VCG loops.
Multimodal HAIM & Safety Router
Block Gram-Schmidt orthogonal subspace separation between clinical intent, epistemic deferral, and safety refusal.
Foundation clinical models withcalibrated epistemic refusal gates
Purpose-built perception foundations delivering sensory grounding, metric extraction, trajectory tracking, and verifiable deferral.
Axial CT, MRI, and radiograph volumetric contouring
Dermoscopy ABCDE polar symmetry and mucosal margins
Murmur grading, lung sound classification, and phonocardiogram segmentation
12-lead ECG fiducial calipers, arrhythmia detection, and Kors 3D VCG loops
Multimodal cross-attention routing, epistemic deferral, and ClinCalc execution
Direct sensory grounding
Grounds clinical perception directly in raw voxels, spectral acoustic tensors, and continuous voltage vectors without lossy text translation.
MedSAM2 contour masks, RF-DETR lesion bounding, and 128-Mel acoustic spectrogram boxes.Deterministic metric extraction
Extracts calibrated geometric calipers, lesion volumes, ejection fractions, and standard clinical scores through verified calculation pipelines.
Clopper-Pearson confidence intervals with deterministic S9-ClinCalc staging rules.Longitudinal trajectory tracking
Quantifies interval changes, structural remodeling, and therapeutic responses across serial patient encounters.
256-D longitudinal patient ReID embedding capturing progression or response across visits.Calibrated epistemic deferral
Deferral pathways activate upon out-of-distribution inputs, sensor artifacts, or uncertainty exceeding calibrated bounds.
Mahalanobis epistemic distance metrics and clinical triage red-flag gates.