How it Works

How PAMLEE™ Detects Cancer Early

Multimodal Fusion Process

PAMLEE™ operates through a multimodal fusion process, integrating imaging, clinical, and genomic data into a unified analytical pipeline designed to support early cancer detection.

Fusing Data for 98%+ Accuracy

Through advanced model architecture and validation-focused design, PAMLEE™ is engineered to achieve 98%+ accuracy in research and validation environments, while maintaining explainability and clinical relevance.

The PAMLEE™ workflow follows four integrated stages:

How Healioscan PAMLEE™ Works for Early Cancer Detection

HealioScan uses advanced Al to analyze medical scans (CT, MRI, X-ray)
for early detection of abnormalities, supporting clinicians with precise, explainable insights.

Secure Data Upload

PAMLEE™ accepts medical imaging files in standard DICOM format, the universal standard used by hospitals and diagnostic centers worldwide. Every upload is protected with AES-256 end-to-end encryption, and all patient-identifiable information is automatically stripped through our data anonymization pipeline before analysis begins. No raw patient data is stored on our servers after processing is complete. 

AI-Powered Insight Generation

Once data enters the PAMLEE™ pipeline, our proprietary AI models perform three sequential operations: pre-processing to normalize imaging data across modalities, segmentation to isolate regions of interest, and classification to assess each region against trained patterns associated with malignancy. The output is delivered as an interactive heatmap overlaid on the original scan, accompanied by a quantified risk score and confidence interval — giving clinicians the transparency they need to act with confidence. 

Why HealioScan?

HealioScan offers AI-driven medical services in order to create high-quality medical datasets. Our team has extensive experience with medical data. Our training data sets are assisting companies in the development of cutting-edge AI-based medical applications and ML algorithms

Experience

Major global contributors in the field of AI-driven medical system.

Expertise

Well experienced managers and a dedicated team of experts exclusively for medical projects.

Quality Assurance

Triple level quality checking mechanism to ensure more than 98% service quality.

Data Security

ISO IEC 27001:2022 certified. Work environment compatible with HIPAA and EU GDPR standards.

Responsible Data Stewardship

Every dataset processed through PAMLEE™ is handled under strict chain-of-custody protocols aligned with HIPAA, GDPR, and ISO/IEC 27001:2022 standards. Data access is role-based, audit-logged, and time-limited to ensure compliance throughout the analytical lifecycle.

Rapid Turnaround

PAMLEE™ is engineered for clinical-speed delivery. From scan upload to insight generation, results are typically available within seconds — enabling clinicians to incorporate AI-assisted findings into their workflow without delay.

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Customer Support

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Ticket Support

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Free Insight

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Medical Disclaimer 

HealioScan’s PAMLEE™ technology is an AI-assisted tool designed to support qualified healthcare professionals in clinical decision-making. It does not independently diagnose, treat, cure, or prevent any disease. Performance metrics cited on this page refer to results achieved in controlled research and validation environments and may not reflect real-world clinical performance. Always consult a qualified physician for medical decisions.