EEG AI Analysis Platform - EGRAMS

10x throughput | Clinical consistency | Hospital-grade security

EGRAMS is an AI-powered EEG analysis platform that helps hospitals and MedTech partners transition from manual interpretation to scalable, automated, and consistent diagnostic operations.

Tiếng Việt English
~4 minutes/caseReduced analysis time from 40-45 minutes to around 4 minutes
94-98%Consistent diagnostic accuracy with lower subjective variance
HIPAA + TLS/SSLIsolated environments for sensitive medical data

1) Cover Letter and Company Introduction

White Neuron delivers custom AI solutions for healthcare, turning technical complexity into measurable clinical and business outcomes.

Core legal profile

Entity: White Neuron Co., Ltd. | Founded: 2023 | Legal representative: MSc. Nguyen Tu Anh (CTO).

Implementation mission

Support hospitals and device manufacturers in modernizing EEG diagnostic infrastructure.

Value proposition

Beyond software delivery, White Neuron builds a clinical knowledge platform grounded in real-world data.

2) Strategic Challenges in EEG Diagnostics

Throughput bottleneck

Manual interpretation takes 40-45 minutes/case, restricting patient capacity and department efficiency.

Clinical and legal risk

Inter-observer agreement around 78-83% introduces subjective variability and legal exposure.

Unstructured data explosion

Over 170,000 signals/case remain fragmented, making standardization and HIS/PACS integration difficult.

3) EEG CDA AI Platform Solution (EGRAMS)

Metric Traditional method EGRAMS platform Business impact
Processing time 40-45 min/case ~4 min/case Up to 10x patient-processing capacity
Accuracy 78-83% (variable) 94-98% (consistent) Lower misdiagnosis risk
Medical reports Manual writing/typing Auto-generated (NLG) Up to 90% administrative time savings

Cluster-based parallel processing

EEG AI servers with load balancing can process many complex cases concurrently.

Intelligent noise filtering

Removes EMG and linear noise for cleaner inputs to CNN, LSTM, and Transformer pipelines.

Isolated security model

Hospital data is processed in isolated partitions and excluded from public-model training.

4) Two-Tier Business Strategy

Tier 1: Hospitals and Clinics

SaaS or revenue-sharing model to convert neurology departments from cost centers into high-margin units.

Tier 2: OEM Medical Device Partners

Licensing or API/SDK integration to accelerate R&D and upgrade EEG devices into AI diagnostic systems.

5) Supporting Ecosystem: VISDO and Sense Chatbot

VISDO - Standardization Engine

Multimodal data governance hub (EEG, video, microscopic images) with HL7 FHIR-ready standardization.

Sense - Multimodal Assistant

Vision-enabled RAG assistant that retrieves internal clinical knowledge and minimizes hallucination risks.

All-in-one operation model

Combines EEG analysis, data standardization, and clinical support into one integrated ecosystem.

6) Implementation and Integration Roadmap

  1. 1
    Infrastructure survey: Assess HIS/PACS and set up Docker/On-premise AI servers.
  2. 2
    Digitization and embedding: Standardize EEG data and ingest into the system knowledge base.
  3. 3
    Fine-tuning: Optimize AI models using partner-specific datasets.
  4. 4
    UAT and go-live: Conduct joint clinical testing and launch production operations.

Typical implementation timeline is around one month, depending on data scale and integration scope.

7) Financial Model and Reference Pricing

Service item Details Reference price (VND)
EEG data labeling Advanced cleaning and specialist labeling 4,000 - 6,000 / sample
Platform license (Standard) Backend, web admin, analytics toolkit ~100,000,000 / system
Platform license (Professional) Standard + frontend source code access + auto-labeling API ~200,000,000 / system
Deployment and training fee Docker setup, server configuration, onboarding 20,000,000 (one-time)
Maintenance and updates Free in year 1, then annual plan 15% of license value / year

8) Team Capability and Commitments

Core leadership

MSc. Nguyen Tu Anh (CTO) and MSc. Nghiem Viet Cuong (CEO) with deep experience in healthcare AI deployment.

Integrity and transparency

Support evidence-based clinical decisions and standardize diagnostic quality across institutions.

Long-term partnership

Professional Edition includes source-level customization aligned to each organization's roadmap.

Ready to deploy EEG AI for your diagnostic operations

White Neuron delivers practical, secure, and scalable implementation to improve neurology diagnostic capacity while optimizing clinical operations through standardized data workflows.