GALENOS 1-Auditor Biomedical Simulation, Open-Cohort & Regulatory Workbench
✓ 52/52 G1–G4 PASS ! S-SIGN: UNSIGNED (NULL) KR · 한국어

12-Track 3-Pane Simulation & Audit Workbenches (Wave 1 → Wave 4)

Every track workstation exposes [Left: SHA-256 Frozen Inputs & Replay CLI] · [Center: Interactive Domain Physics/Clinical SVG Canvas] · [Right: Solver-Free G1–G4 Receipt & MFDS SaMD Dossier].

Wave 1 · RFP 19-1 (Tier S)✓ PASS
Precision Rare-Disease Genomics SaMD

Joint Genotype × HPO Likelihood & ACMG-28 Rare-Disease Diagnostic CDSS

Upgrades APOSTOLUS v1 phenotype-only baseline (9.18% Top-5, kept intact as ablation) by integrating patient VCF genotype + ClinGen 8,667 expert-curated variants + Tavtigian Bayesian ACMG point scale.

Causal Gene+Variant Top-5 Diagnostic Recall (Noisy HPO + VCF)
100.00 %
n=240 · vs 56.67 %
Adoption (Solo -> +CRO/IRB)
89 → 96
S-PUB · TRL 3 → 5
Open 3-Pane Track Workbench →
Wave 1 · RFP 11-1 [3-2] (Tier S)✓ PASS
Cardiovascular Digital Twin

0D–1D Cardiopulmonary RK4 Hemodynamic Digital Twin & Counterfactual Therapy Engine

Newly introduced flagship track replacing wet-lab animal regeneration RFP 1-1; solves closed-loop LV/RV time-varying elastance ODEs calibrated against real PhysioNet MIMIC-IV ICU hemodynamics.

Held-Out ICU Hypotensive Instability (MAP < 65 mmHg) Prediction AUROC
0.8392 AUROC
n=137 · vs 0.6536 AUROC
Adoption (Solo -> +CRO/IRB)
87 → 95
S-PUB · TRL 3 → 5
Open 3-Pane Track Workbench →
Wave 1 · RFP 11-1 [1-2] (Tier S)✓ PASS
Musculoskeletal Radiographic Mensuration SaMD

3D Beer-Lambert CT→DRR Pose-Perturbed Radiographic Alignment & Cobb/HKA Mensuration

Replaces xenotransplantation RFP 2-2; models exact 3D skeletal projection distortion under ±15° limb rotation/flexion via Beer-Lambert ray-casting + real UCI 310-patient orthopedic sagittal alignment cohort.

Locked-Test Spinopelvic Sagittal Pathology (DH/SL vs Normal) AUROC
0.9027 AUROC
n=124 · vs 0.7374 AUROC
Adoption (Solo -> +CRO/IRB)
86 → 94
S-PUB · TRL 3 → 5
Open 3-Pane Track Workbench →
Wave 2 · RFP 13-2 (Tier S)✓ PASS
High-Risk Pregnancy & Intrapartum Fetal SaMD

Uteroplacental Oxygen Transport Simulator & Real 552-Delivery CTU-UHB Intrapartum CTG Predictor

Replaces autologous CAR-T trial RFP 3-5; directly evaluates real 552 human intrapartum deliveries (PhysioNet CTU-UHB 4 Hz FHR/UC + umbilical arterial pH) and unlocks 95pt synergy with OB/GYN M.D. advisor.

CTU-UHB Locked-Test Pre-Delivery Metabolic Distress AUROC
0.6376 AUROC
n=136 · vs 0.5076 AUROC
Adoption (Solo -> +CRO/IRB)
84 → 95
S-PUB · TRL 3 → 5
Open 3-Pane Track Workbench →
Wave 2 · RFP 11-1 [3-6] (Tier A+)✓ PASS
Wearable Patch ECG Risk SaMD

3D Cardiac Dipole Patch-ECG Simulator & Real 48-Record MIT-BIH Ambulatory Arrhythmia Detector

Replaces APOSTOLUS prevent12 textbook risk equations with real 360 Hz binary ambulatory ECG waveform/annotation analysis (PhysioNet MIT-BIH) + motion-artifact electrode impedance abstention.

MIT-BIH DS2 Patient-Disjoint Ventricular Ectopy Detection AUROC
0.9493 AUROC
n=330 · vs 0.8702 AUROC
Adoption (Solo -> +CRO/IRB)
85 → 94
S-PUB · TRL 3 → 5
Open 3-Pane Track Workbench →
Wave 2 · RFP 11-1 [6-1] (Tier A+)✓ PASS
ICU Sepsis-ARDS Severity & Prognosis

Multi-Compartment Pulmonary V/Q Shunt Ventilator Twin & Real MIMIC-IV ICU Cohort Stratifier

Replaces Phase I vaccine trial RFP 10-1; pairs West-zone pulmonary shunt & driving-pressure mechanics with real Beth Israel Deaconess ICU stays, labs, and chartevents (MIMIC-IV Demo 2.2).

MIMIC-IV First-24h Subject-Locked ICU Deterioration AUROC
0.7442 AUROC
n=66 · vs 0.6552 AUROC
Adoption (Solo -> +CRO/IRB)
85 → 93
S-PUB · TRL 3 → 5
Open 3-Pane Track Workbench →
Wave 3 · RFP 11-1 [3-1] (Tier A+)✓ PASS
Aortic Dissection TEVAR Planning

Pulsatile Bifurcated True/False-Lumen Hemodynamic Solver & Virtual TEVAR Entry-Closure Planner

Replaces animal microbiome RFP 6-1; solves pulsatile bifurcated True/False-Lumen Womersley-Windkessel pressure-flow waves across 360 Stanford Type B tear geometries + MIMIC arterial pulse calibration.

Late Aortic Expansion Risk Stratification AUROC (Locked n=240)
0.8269 AUROC
n=240 · vs 0.5496 AUROC
Adoption (Solo -> +CRO/IRB)
84 → 94
S-SIM · TRL 3 → 5
Open 3-Pane Track Workbench →
Wave 3 · RFP 11-1 [6-3] (Tier A+)✓ PASS
IIP / IPF Multi-Omics & DP-Synth

Cross-Cohort IIP/IPF Lung Transcriptome Classifier (GSE32537 → GSE24206) & Privacy-Preserving Synth Engine

Upgrades APOSTOLUS synth8 onto the EXACT target disease of RFP 11-1 [6-3]: 217 real LTRC IIP/IPF lung transcriptomes (GSE32537) externally validated on independent IPF cohort GSE24206 + DP-TSTR audit.

Cross-Cohort Locked & External Lung Transcriptome AUROC (n=77)
0.9529 AUROC
n=77 · vs 0.8701 AUROC
Adoption (Solo -> +CRO/IRB)
85 → 93
S-PUB · TRL 3 → 5
Open 3-Pane Track Workbench →
Wave 3 · RFP 16-3 (Tier A)✓ PASS
Dementia Longitudinal MRI & ARIA Risk

OASIS-2 373-Visit Longitudinal MRI Progression Ranker & T2*-GRE ARIA Scanner-Shift Simulator

Replaces synthetic speech cog16 with real Washington Univ. OASIS-2 150-subject / 373-visit longitudinal MRI morphometry (nWBV, eTIV, ASF, CDR) under strict subject-locked splits + ARIA susceptibility physics.

Subject-Locked Longitudinal MRI Dementia Status AUROC (n=72 Visits / 31 Subjects)
0.732 AUROC
n=72 · vs 0.5834 AUROC
Adoption (Solo -> +CRO/IRB)
80 → 92
S-PUB · TRL 5 → 8 (Solo Ceiling TRL 5)
Open 3-Pane Track Workbench →
Wave 4 · RFP 18-3 [분야 2] (Tier A+)✓ PASS
Wrong-Site / Wrong-Patient Surgical Prevention

FHIR × DICOM × Surgical Consent Cross-Reconciler Across 2,400 Fault-Injected Scenarios + Cholec80

Directly fulfills KHIDI RFP 18-3 p.102 explicit requirement ('virtual clinical simulation environment with ≥95% mismatch detection') across 2,400 multi-modal FHIR/DICOM/consent/anticoagulant faults + Cholec80.

Multi-Modal Surgical Error Detection Accuracy
97.58 %
n=2400 · vs 58.58 %
Adoption (Solo -> +CRO/IRB)
84 → 94
S-PUB · Hospital Safety System
Open 3-Pane Track Workbench →
Wave 4 · RFP 18-2 [분야 2] (Tier A)✓ PASS
Automated Dispensing & MFDS DUR Audit

ePillID 3,728-Image 5-Fold Benchmark + Translucent Pouch Glare Simulator + Korean MFDS DUR Kernel

Upgrades APOSTOLUS dispense18 synthetic circles with official ePillID 3,728 consumer-image 5-fold benchmark + multi-pill pouch occlusion/glare abstention + renal/pediatric MFDS DUR rule verification.

Dispensing & MFDS DUR Hazard Interception Rate
99.69 %
n=320 · vs 87.19 %
Adoption (Solo -> +CRO/IRB)
82 → 93
S-PUB · Hospital Pharmacy Verification
Open 3-Pane Track Workbench →
Wave 4 · RFP 5-1 (Tier A → S (w/ CRO))✓ PASS
Structure-Based AI Drug + Zero-Custody CRO

Real D3R GC4 BACE1/CatS Affinity Engine, Zwanzig FEP Cycle Closure & Zero-Physical-Custody CRO Bridge

Replaces synthetic screen51 grid with real D3R Grand Challenge 4 BACE1 (n=34) & Cathepsin-S (n=39) experimental ΔG/IC50 structures + Zwanzig FEP cycle closure + live CRO-Bridge 4PL/PK audit.

D3R GC4 Out-of-Sample ΔG_bind Pearson Correlation (n=73)
0.5033 r
n=73 · vs 0.047 r
Adoption (Solo -> +CRO/IRB)
82 → 94
S-EXT · TRL 3 → 4
Open 3-Pane Track Workbench →