Unifying medicine through data
Structured, multimodal, and auditable datasets for safe and generalizable clinical AI.
Ejection fraction, heart failure, ECG, echo, temporal signals
Cardiology
Dense multimodal annotation across echocardiography, ECG/telemetry, and hemodynamic data. Automated extraction of ejection fraction (EF), wall motion, and diastolic parameters supports precise heart failure phenotyping (HFrEF, HFpEF, HFmrEF) and longitudinal modeling of cardiac remodeling, rhythm, and therapy response.
Meirona Cardiology Platform.
Pathology, genomics, biomarkers, outcomes
Oncology
Multi-resolution oncology data spanning pathology, radiology, molecular assays, and outcomes. Whole-slide histopathology and report parsing integrate with variant calling, fusion detection, and transcriptomic profiling across KRAS G12C, EGFR, ALK, BRAF, and HER2-driven tumors. Cohort-level harmonization links structured genomic alterations with immunohistochemistry, PD-L1, TMB, and MSI metrics, enabling real-world response modeling. Longitudinal capture of therapies, resistance mutations, and survival outcomes supports trial-grade datasets for biomarker discovery and therapeutic stratification.
Meirona Oncology Platform.
Perturb-seq, CRISPR, transcriptome, regulation
Single-Cell Sequencing
Unified schema and ontology for single-cell and perturbation data — including Perturb-seq, CRISPR screens, and multi-omic transcriptome profiling. Cell-state labeling across expression, chromatin accessibility, and regulatory regions enables causal modeling of gene networks and cellular perturbations that are model- and simulation-ready.
Meirona Single-Cell Sequencing Platform.
EHR, notes, labs, medications, longitudinal outcomes
Clinical Text & Outcomes
Ontology-aligned clinical corpora integrating unstructured notes, lab values, medications, procedures, and problem lists into temporally ordered patient graphs. High-resolution event extraction from discharge summaries, progress notes, and radiology/pathology reports enables structured phenotyping and causal inference. Unified vocabularies (SNOMED, LOINC, RxNorm, ICD-10, CPT) harmonize real-world evidence with trial-grade datasets. Longitudinal linkage across admissions, interventions, and survival outcomes supports evaluation harnesses for hallucination, drift, and safety — the foundation for trustworthy clinical reasoning systems.
Meirona Clinical Text & Outcomes Platform.
Video, kinematics, workflow, perioperative outcomes
Multimodal Surgical Data
Structured surgical data pipelines integrating intraoperative video, tool kinematics, device telemetry, and operative notes with anesthesia records, pathology, and postoperative outcomes. Frame-level synchronization of endoscopic and robotic video with instrument trajectories and event logs enables quantitative assessment of procedural phases, technique variation, and intraoperative safety signals. Unified perioperative ontologies align operative steps, CPT codes, and narrative notes with postoperative labs, imaging, and complications. This foundation supports longitudinal modeling of surgical quality, complication prediction, and recovery trajectories across specialties and procedures.
Meirona Multimodal Surgical Data Platform.