Research Domains — RheumaView™
Research Domains

Eight domains.
One architecture.

Eight analytical domains run on a single validator-governed deterministic pathway. Each shares the same structured output, descriptor lineage, separated clinical and research layers, and reproducible longitudinal comparison. The domains are facets of one architecture, not separate products.

i. Architecture

A single pathway across eight domains.

The map below is not a product roadmap. Each domain applies the same validator-governed pathway — identical deterministic structuring, descriptor lineage, and clinical–research separation — to a different clinical or research territory. Select a domain to open its page.

ii. Status

Domain status.

All eight domains are active and demonstrated. The table groups them by type: seven specialty domains and one cross-cutting capability that runs across them.

Domains 01–07
Specialty domains
Inflammatory Arthritis · Degenerative Disease · Spine & Neuroradiology · Metabolic Bone · Pediatric MSK · Orthopedics & Trauma · Cross-Modality Research
Active and demonstrated; partnership-relevant.
Domain 08
Cross-cutting
Clinical Trial Imaging
An architecture-level capability extending across every domain above.
iii. Domains

Domains in detail.

01

Inflammatory & Autoimmune Arthritis

Demonstrated Active

Rheumatoid arthritis, psoriatic arthritis, and axial/peripheral spondyloarthritis. Structured longitudinal tracking, phenotype-level differentiation, and treatment-response correlation across timepoints. Output separates inflammatory progression from degenerative change and yields research-grade endpoints suitable for clinical trials.

Enables Trial-grade longitudinal endpoints, phenotype stratification, descriptor-level treatment-response inference.
View full domain page →
02

Degenerative & Mechanical Disease

Demonstrated Active

Osteoarthritis, degenerative disc disease, spondylosis, DISH, and mechanical joint deterioration. Projection-normalized structural scoring with compartmental analysis. Deterministic separation of inflammatory from degenerative patterns supports cleaner cohort stratification and more defensible endpoints in OA trials.

Enables Inflammatory–degenerative separation, OA cohort stratification, defensible structural endpoints.
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03

Spine & Neuroradiology

Demonstrated Active

Cervical, thoracic, and lumbar spine, with structured cross-modality concordance between plain radiographs and MRI. Instability, canal, and foraminal assessment within a reproducible framework; imaging findings correlated with functional indicators. Applicable to surgical planning, clinical trials, and structured documentation.

Enables Pre-surgical evidence packets, structured documentation, cross-modality concordance audits.
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04

Metabolic Bone Disease

Demonstrated Active

Mineralization analytics from plain radiographs — a reproducible complementary layer to densitometry, not a replacement. Osteoporosis indicators, metabolic pattern recognition, DXA–radiograph concordance, Paget’s disease, and therapy-response tracking from imaging already acquired in routine practice.

Enables Complementary layer to DXA, opportunistic metabolic screening, therapy-response signals from routine imaging.
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05

Pediatric Musculoskeletal Imaging

Demonstrated Active

Developmental normalization for pediatric studies: age-indexed variance modeling, growth-trajectory analysis, and pediatric-specific structural assessment. Addresses a common gap, where pediatric imaging is read without formal developmental adjustment.

Enables Developmentally-normalized analytics for pediatric rheumatology, orthopedics, and endocrinology research.
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06

Orthopedics & Trauma

Demonstrated Active

Fracture characterization, post-surgical structural assessment, alignment analysis, hardware evaluation, and biomechanical load inference within the same validator-governed framework. Reproducible, quantifiable output for post-operative surveillance and longitudinal outcome tracking.

Enables Structured post-operative surveillance, reproducible alignment tracking, quantifiable longitudinal outcomes.
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07

Cross-Modality & Quantitative Research

Demonstrated Active

The research layer beneath clinical output. Multi-modal integration across X-ray, MRI, CT, and DXA; quantitative extraction, phenotype-level pattern analysis, and longitudinal drift computation. Deterministic, traceable, and exportable, with full descriptor lineage. Turns imaging into a governed quantitative data source for academic researchers, biostatisticians, and translational teams.

Enables Multi-modal quantitative extraction, longitudinal drift modeling, research-grade analytics with full descriptor lineage.
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iv. Clinical Trial Imaging

One use case across all domains.

Domain 08 is not parallel to the others. It draws on every domain above to produce harmonized, audit-ready output for multi-center imaging trials.

Domain 08 · Cross-cutting

Clinical Trial Imaging

Demonstrated Active

Harmonized multi-site endpoints, reproducible longitudinal scoring, trial-compatible structured export, and cross-reader consistency verification. Variability is addressed as a structural property of the validator-governed pathway rather than as a downstream calibration step, producing output built to withstand regulatory review.

View full domain page →
v. Disclosure boundary

What is public, and what is not.

Every domain runs on the same unified validator-governed architecture, with deterministic lineage, clinical–research layer separation, and full audit traceability. The architecture, classification framework, and output formats are described publicly. The validator chain, descriptor formulas, and operator-level mechanics remain proprietary and are disclosed only under partnership and NDA.

The public surface is sufficient to evaluate fit; the proprietary layer is what makes the architecture defensible.

Engagement

Engagement channels.

Pharma · CRO

Trial-compatible extraction

Harmonized multi-site endpoints, reproducible longitudinal scoring, and structured export for multi-center imaging trials.

Open partnership inquiry →
Academic · Translational

Research analytic addendum

Quantitative extraction, methodology, and research-tier output for biostatisticians and translational teams.

Open research dialogue →
Health systems · Investors

Architectural overview

Architectural review, defensibility analysis, and partnership-level discussion under NDA.

Request architectural brief →

All inquiries route through a single secure channel.

contact_us@rheumaview.com

Public materials describe categories, architecture, and domain breadth. Implementation details — validator rules, descriptor formulas, operator mechanics — remain proprietary. Patent-pending positioning. RheumaView™ is intended for use by licensed medical professionals and qualified research environments. Not a patient-facing diagnostic tool.