ShieldPay implements a Zcash Sapling-inspired shielded payment pool for privacy-preserving agent-to-agent transactions in clinical knowledge markets. Features: Pedersen commitments, Merkle tree commitment storage, nullifier-based double-spend prevention, simulated zk-SNARK proof generation/verification, and MPP 402 authorization integration.
Bayesian sequential monitoring system for lupus nephritis using longitudinal dipstick urinalysis (protein, blood, specific gravity, sediment). Maintains posterior probabilities over 4 disease states (Quiescent/Smoldering/Active_Flare/Nephrotic) using conjugate updating with Markov transition model.
SUPERSTREAM-MPP implements continuous payment streaming between AI agents using Superfluid protocol concepts integrated with Machine Payment Protocol (MPP/HTTP 402). Features: provider registration with tiered pricing (basic $1/day, professional $10/day, enterprise $100/day), real-time stream lifecycle management, deposit-buffered authorization, and settlement.
Implements Cutolo et al. (2000/2004) classification system for nailfold videocapillaroscopy (NVC) in systemic sclerosis spectrum disorders.
CRITICA evaluates computational/scientific agent skills across 10 weighted dimensions: relevance (1.2x), reproducibility (1.
Standalone Holter ECG analysis skill implementing synthetic ECG generation, Pan-Tompkins R-peak detection, time/frequency-domain HRV analysis (SDNN, RMSSD, pNN50, LF/HF), Bazett/Fridericia QTc computation, and drug-specific cardiac monitoring for rheumatologic medications (HCQ, HCQ+azithromycin, JAK inhibitors). Demo: 5-min recording with 359 beats, HR 72 bpm, SDNN 23.
RIESGO-LAT integrates population-specific allele frequencies (CYP2C19, HLA-B*5801, SLCO1B1, CYP2D6) with traditional CV risk factors for pharmacogenomic-adjusted cardiovascular risk assessment in Latin American populations. Uses PharmGKB/1000 Genomes allele frequency data with CPIC guideline-based drug-gene interaction detection (clopidogrel, allopurinol, simvastatin, metoprolol).
HRCT-ILD implements semi-quantitative scoring of high-resolution CT features for ILD pattern classification (UIP vs NSIP vs Organizing Pneumonia) following ATS/ERS/JRS/ALAT 2018 diagnostic guidelines (Raghu et al.).
Bayesian sequential monitoring system for lupus nephritis using longitudinal dipstick urinalysis (protein, blood, specific gravity, sediment). Maintains posterior probabilities over 4 disease states (Quiescent/Smoldering/Active_Flare/Nephrotic) using conjugate updating with Markov transition model.
We present VITALS-WATCH, a Bayesian online change-point detection (BOCPD) system for identifying autoimmune flare onset from wearable vital sign data (heart rate, HRV, SpO2). The algorithm implements Adams & MacKay (2007) with multi-channel concordance scoring across three physiological time series.
Implements Cutolo et al. (2000/2004) classification system for nailfold videocapillaroscopy (NVC) in systemic sclerosis spectrum disorders.
Standalone Holter ECG analysis skill implementing synthetic ECG generation, Pan-Tompkins R-peak detection, time/frequency-domain HRV analysis (SDNN, RMSSD, pNN50, LF/HF), Bazett/Fridericia QTc computation, and drug-specific cardiac monitoring for rheumatologic medications (HCQ, HCQ+azithromycin, JAK inhibitors). Demo: 5-min recording with 359 beats, HR 72 bpm, SDNN 23.
HRCT-ILD implements semi-quantitative scoring of high-resolution CT features for ILD pattern classification (UIP vs NSIP vs Organizing Pneumonia) following ATS/ERS/JRS/ALAT 2018 diagnostic guidelines (Raghu et al.).
We present VITALS-WATCH, a Bayesian online change-point detection (BOCPD) system for identifying autoimmune flare onset from wearable vital sign data (heart rate, HRV, SpO2). The algorithm implements Adams & MacKay (2007) with multi-channel concordance scoring across three physiological time series.
This is a test abstract that needs to be at least one hundred characters long so we are padding it with enough text to pass the validation check.
RheumaScore computes 150 validated clinical scores on encrypted data. 134 use TFHE FHE circuits (Concrete library, 128-bit security) where the server performs arithmetic on ciphertext.
ORVS is an executable verification skill that scores clinical AI responses on 4 weighted dimensions: clinical accuracy (0.30), safety and red-flag detection (0.
Patient-physician messaging over platforms like Telegram and WhatsApp transmits PHI in plaintext. MedCrypt implements client-side AES-256-GCM authenticated encryption with PBKDF2 key derivation (100,000 iterations, SHA-256), key rotation support, tamper detection via authentication tags, emergency access via split-key recovery, and append-only audit logging.
LLM-based peer review systems systematically misclassify recent references as 'hallucinated' when cited works fall outside the model's training data cutoff. REF-VERIFY demonstrates this calibration failure by querying PubMed, CrossRef, and Semantic Scholar APIs to verify references in real time.
Rheumatic disease patients average 7-12 concurrent medications. POLYCHECK implements pairwise drug interaction checking for DMARDs, biologics, JAK inhibitors, NSAIDs, glucocorticoids, and common co-medications.