Rheumatology Imaging Research: Publications and Preprints
Explore the research publications and open-access preprints of Olga Goodman, MD, on structured radiographic interpretation, inflammatory arthritis and longitudinal imaging. Each entry below identifies its publication format and links to the source record.
Clinical Audit–Ready Imaging Reporting: A Validator-Governed Deterministic Architecture
A governance-first evaluation of reproducible radiographic reporting — repeat-run determinism, structured X-ray–MRI concordance, and multi-year longitudinal stability — framed for clinical-audit programs and trial endpoints rather than diagnostic-performance claims.
View on Zenodo→Multimodal Concordance in Cervical Spine Assessment: A Structured Radiographic Analysis with Cross-Modality Verification
A single-case illustration that turns routine cervical radiographs into a structured, level-by-level dataset and reconciles it with the dictated MRI report — mapping where X-ray and MRI agree and where MRI uniquely adds canal and soft-tissue detail.
View on Zenodo→From Diagnostic Ambiguity to Pattern Clarity: Deterministic Radiographic Pattern Analytics in DISH vs Axial SpA Differentiation
A deliberately difficult axial case — overlapping DISH, degenerative, and sacroiliac signatures — resolved by blind, X-ray-first phenotyping, with MRI brought in afterward for concordance rather than to decide the pattern.
View on Zenodo→Sustained Structural Stability in Seropositive Rheumatoid Arthritis With Overlap Features Under JAK Inhibition
A 4.5-year longitudinal series in seropositive RA with overlap features, where the same images generate both a structured clinical report and a de-identified research addendum — documenting structure-stable disease across years of fluctuating symptoms (not a treatment-efficacy claim).
View on Zenodo→Longitudinal Structural Stability in Overlapping Spondyloarthritis: A Real-World Application of Validator-Governed Radiographic Analytics
A five-year SpA/PsA overlap case — clinically active yet radiographically stable — using serial X-rays with DXA correlation to show why symptom-based and structural endpoints can diverge, and how that defines a low-progression, symptom-dominant subgroup for trial and registry design.
View on Zenodo→Validator-Governed Deterministic Radiographic Pipelines: The RheumaView™ Architecture for Reproducible and Auditable Outputs
The architectural framework behind the platform: a disease-agnostic governance layer — projection verification, descriptor completeness, deterministic rendering, and audit-ready provenance — built around any reader or model to stabilize reports across runs, operators, and software updates.
View on Zenodo→Deterministic Radiographic Scoring in Inflammatory Arthritis: A Validator-Gated Architecture for Reproducible Endpoints
The foundational paper on deterministic radiographic scoring in inflammatory arthritis — a validator-gated approach to producing reproducible, comparable structural endpoints from routine imaging.
View on Zenodo→Imaging-First Phenotype Anchoring in Early Seronegative Arthritis: Microerosions, Enthesitis-Adjacent Changes, and Progression Prevention
When serology is silent and radiographs read “no erosions,” early seronegative arthritis stalls during the window that matters most. A narrative review proposing an XR-first, question-driven pathway — reading microerosions and enthesitis-adjacent changes as patterns rather than isolated findings — to anchor phenotype and support progression prevention.
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