Lalit Surampudi blog
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  • Jan 4, 2026 Medical NER Pipeline Part 1: Unlocking Hidden Insights in Clinical Notes

    Part 1: Unlocking Hidden Insights in Clinical Notes

  • Jan 4, 2026 Medical NER Pipeline Part 2: Building a Production-Ready System with BioBERT

    Part 2: Building a Production-Ready Medical NER Pipeline

  • Dec 29, 2025 Predicting GI Hemorrhage with OHDSI: A Clinical Machine Learning Case Study
    Learn how to build a clinical prediction model using OHDSI's Patient-Level Prediction framework to identify patients at risk of gastrointestinal hemorrhage.
  • Dec 28, 2025 OHDSI WebAPI Schema Compatibility: A Deep Dive into External Database Integration

    OHDSI WebAPI Schema Compatibility: A Deep Dive into External Database Integration

  • Dec 28, 2025 Mastering ATLAS Cohort Definitions: A Clinical Researcher's Complete Guide

    Mastering ATLAS Cohort Definitions: A Clinical Researcher’s Complete Guide

  • Dec 27, 2025 From EHR Chaos to Research-Ready Data: A Complete OHDSI Learning Journey

    From EHR Chaos to Research-Ready Data: A Complete OHDSI Learning Journey

  • Dec 12, 2025 OHDSI Introduction: From Real-World Data to Reliable Evidence

    OHDSI Introduction: From Real-World Data to Reliable Evidence

  • Dec 1, 2025 Healthcare Interoperability: FHIR, HL7, LOINC & SNOMED CT Explained
    A comprehensive guide to healthcare data exchange standards - understand how FHIR, HL7, LOINC, and SNOMED CT work together to enable seamless clinical data sharing.
  • Nov 30, 2025 From HL7 Pipes to FHIR APIs: A Deep Dive into Clinical Laboratory Interoperability
    Healthcare systems don't just need to talk—they need to understand each other. This guide bridges the gap between legacy HL7 messaging and modern FHIR APIs, showing how lab data flows from order to result while maintaining clinical meaning.
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Applied Data Science and Machine Learning.