Technical & Clinical Articles

Our Published Analyses

Our team regularly publishes technical analyses on the methods behind our products:

• How Diffusion Tensor Imaging (DTI) Clarifies the Inferior Longitudinal & Occipital Fasciculus — the tractography foundation of our DTI analysis
• The System of Diagnosis and Classification of Types of Brain Bleeding — AI-based hemorrhage classification research
• Determining the Extent of Tumor Size Changes — the methodology behind AquaGuide Follow-up
• Preserving Patient Privacy in Medical Imaging and AI — Ethical and Technical Approaches — our security and privacy framework
• Controlling Voluntary Muscle Movements — motor cortex mapping research behind our fMRI analysis
• Developing the Next-Generation Smart Surgical Assistant with LLMs — how LLM + RAG assistance works in the OR
• Remote Access to Advanced Medical Imaging — connectivity and access architecture

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Quality & Regulatory Alignment

Engineered to Medical Software Standards

The AquaGuide™ platform is developed under a quality framework aligned with international standards:

• IEC 62304 — medical device software lifecycle processes, including software safety classification and structured documentation
• ISO 14971 — risk management applied across the product lifecycle
• Fail-safe design — safety partitioning, watchdog monitoring, and controlled fallback behavior in critical modules
• Zero-trust security — role-based access control, AES-256 encryption at rest, TLS-encrypted transmission, and immutable audit logs

Design Principles

How We Think About Safety

• The surgeon decides. AquaGuide is a decision-support tool; the final clinical decision always remains with the surgeon.
• Sterility first. Contactless control is not a convenience — it is a safety feature that protects the sterile field.
• Data stays in the hospital. On-premise architecture with no cloud dependency.
• Continuous validation. Algorithms are updated continuously as real-world clinical data becomes available — under controlled, documented processes.