Healthcare NLP Solutions

Healthcare NLP Solutions | Medical Data Collection & Annotation

Healthcare NLP Solutions provides a suite of AI-powered tools designed to simplify medical data analysis, derive clinical insights, and deliver personalized patient care. The platform is built around Omniview, a powerful LLM fine-tuned on extensive real-world healthcare data, engineered to deliver precise, fast processing of complex clinical information with a focus on accuracy, privacy, and flexibility.

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Overview

• Omniview LLM: A clinical-grade large language model fine-tuned on 30 million patient charts to ensure precision and reduce AI hallucinations. Tailored to understand clinical contexts and handle complex queries for accurate outcomes.
• Cloud-independent and on-premise hosting: Options to keep data under your control and meet strict security requirements.
• Fixed-cost model: Transparent pricing for unlimited document processing.
• Privacy-forward customization: Tailored model training on de-identified patient data for healthcare apps that require compliance with HIPAA, GDPR, and related regulations.

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Key Capabilities

• OCR: Convert printed and handwritten documents (forms, notes, labels, lab results, histories, imaging reports, etc.) into digital data.
• NER (Named Entity Recognition): Detect and categorize clinical entities such as patient names, medical terms, and terminologies from unstructured text.
• Data De-ID: De-identify structured and unstructured documents, PDFs, and images to protect sensitive information while enabling data analysis.
• Clinical API Suite: Access standardized clinical concepts (e.g., SNOMED CT, RxNorm, LOINC, ICD-10-CM) for interoperable medical informatics.
• Insights & Benchmarking: Compare Omniview performance against major cloud providers with F-measure metrics to gauge accuracy.
• Annotation & Case Studies: High-quality annotation, de-identification, and NLP workflows designed for HIPAA-compliant research and validation.
• Ambient Tech & Synthetic Healthcare Conversations: Support for ASR-ready synthetic conversations to power ambient clinical applications.
• Veterinary Care Solution: NLP-powered vaccination management and veterinary care workflows.

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How It Works

1. Input data: Digital or scanned clinical documents, forms, notes, and reports.
2. OCR and extraction: Convert to structured digital data and extract relevant clinical entities.
3. De-identification: Apply robust de-identification to protect patient privacy where required.
4. NLP processing: Use the Omniview LLM for context-aware interpretation, coding, and data enrichment.
5. API integration: Access standardized medical concepts via the Clinical API Suite for downstream systems.
6. Compliance & security: Deploy on-premise or cloud-independent solutions with strict privacy controls.

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Use Cases

• Clinical data extraction and summarization from EHRs, forms, and notes.
• De-identified data preparation for research, analytics, and benchmarking.
• Standardized coding and terminology mapping using SNOMED CT, RxNorm, LOINC, ICD-10-CM.
• Ambient clinical workflows, including conversational AI for patient or clinician interactions.
• Veterinary care data management and vaccination workflows.

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Safety & Compliance

• HIPAA/GDPR-compliant data handling with de-identification where applicable.
• On-premise and private-cloud deployment options to minimize data exposure.
• Emphasis on reducing AI hallucinations through domain-specific fine-tuning and validation.

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Core Features

• Fine-tuned clinical LLM (Omniview) trained on 30M patient charts for accuracy and context awareness
• Cloud-independent hosting options (on-premise and private cloud)
• Fixed-cost, unlimited document processing model
• OCR for handwritten and printed medical documents
• Named Entity Recognition tailored to healthcare terminology
• Data De-ID to protect privacy while enabling analysis
• Comprehensive Clinical API Suite (SNOMED CT, RxNorm, LOINC, ICD-10-CM)
• Performance benchmarking against major cloud providers with F-measure metrics
• High-quality annotation and HIPAA-compliant data handling
• Ambient healthcare capabilities with synthetic conversations for ASR
• NLP solutions for veterinary care and vaccination management