Biomarker Systems
miRNAs, molecular pathways and biological signatures associated with brain injury and disease progression.
NPBC Research & Development
NeuroQDx
Building the Biological Intelligence Layer for Predictive Neuroscience
From neuropathology to data, from data to prediction.
The Problem
AI-driven biomedical systems are advancing rapidly, yet remain constrained by a fundamental limitation: the lack of structured, biologically grounded data. This challenge is particularly critical in the brain, where disease emerges from complex interactions across molecular, cellular and tissue levels. As a result, neurological conditions remain difficult to predict, model and interpret.
The Opportunity
As computational biology and biomedical AI continue to evolve, the need for a biological intelligence layer becomes increasingly evident. Moving beyond raw data accumulation toward structured, interpretable and predictive systems represents a key opportunity in the future of neuroscience.
The Solution — NeuroQDx
NeuroQDx is an active research and development program within NPBC focused on structuring translational neuropathology into AI-ready systems for predictive neurodiagnostics. It transforms experimental and literature-derived biomedical information into structured, multi-layer datasets that enable computational interpretation.
System Architecture
Tissue
AXIA
Data
Structured biomedical data
Model
Computational frameworks
Prediction
Future neurodiagnostics
Scientific focus
- Development of biomarker systems in brain injury, including miRNA-based signatures in ischemic models.
- Biomedical data structuring and semantic extraction from experimental and literature-based sources.
- Integration of multi-layer data: tissue, molecular and computational.
- Exploration of predictive modeling frameworks supported by advanced and quantum-inspired computational approaches.
Core research lines
Biomedical Data Structuring
Semantic extraction, evidence organization and dataset engineering for computational interpretation.
Predictive Modeling
Early-stage modeling frameworks under active development to explore disease trajectories and biomarker behavior.
AXIA Integration
Connection with tissue-based systems through AXIA – BioStructural Interface as the physical evidence layer.
From tissue to data, from data to prediction
NeuroQDx represents the data-driven layer of NPBC, where biomedical information is structured and modeled. AXIA represents the physical layer, where tissue-level evidence is generated. Together, they form a unified translational system bridging biological structure and predictive insight.
Scientific position
NeuroQDx is currently in an active development phase. It is not a clinical diagnostic tool, but a foundational system designed to enable future predictive, data-driven neurodiagnostic platforms.
Collaboration
We collaborate with researchers and teams working on biomarkers, experimental models, neuropathology, biomedical data science and computational modeling.
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