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NLP Case Studies: Proven Customer Success

Roche automates knowledge extraction from pathology reports

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Lessons Learned De-Identifying 700 Million Patient Notes with Spark NLP

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NLP case study

Using Healthcare-Specific LLM’s for Data Discovery from Patient Notes & Stories

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NLP case study

A Real-time NLP-based Clinical Decision Support Platform for Psychiatry and Oncology

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NLP case study

Identifying opioid-related adverse events from unstructured text in electronic health records

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NLP case study

NLP for Finance – Automated Invoice Classification for Submission Compliance

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NLP case study

Identifying mental health concerns, subtypes, temporal patterns, and differential risks among children with Cerebral Palsy using NLP on EHR data

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NLP case study

Text-Prompted Cohort Retrieval: Leveraging Generative Healthcare Models for Precision Population Health Management

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NLP case study

Harnessing Causality, Encoded Clinical Knowledge, and Transparency: How Ronin Enables Personalized Decisions for Cancer Patients

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NLP case study

Leveraging Healthcare NLP Models in Regulatory Grade Oncology Data Curation

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NLP case study

Extracting Disease Severity Measures from Unstructured Clinical Notes Using Spark NLP

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NLP case study

Sentiment Analysis of Insurance Claims Using Spark NLP

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NLP case study

Automated Extraction of Medical Risk Factors for Life Insurance Underwriting

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NLP case study

Automated Classification and Entity Extraction from essential documents pertaining to Clinical Trials

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NLP case study

Therapy Specific Outcomes – Rheumatology Insights using NLP

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NLP case study

Building an Integrated Data Approach to Pharma Medical Affairs

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NLP case study

Artificial Intelligence for Pharmacovigilance Processing

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NLP case study

John Snow Labs’ Spark NLP for Healthcare Library Speeds Up Automated Language Processing with Intel® AI Technologies

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NLP case study

Understand Patient Experience Journey to Improve Pharma Value Chain

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NLP case study

Building Reproducible Evaluation Processes for Spark NLP Models

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NLP case study

Building Patient Cohorts with NLP and Knowledge Graphs

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NLP case study

Vakilsearch Understands Scanned Legal & Tax Forms Using John Snow Labs

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NLP case study

Detecting Undiagnosed Conditions and Automating Medicare Risk Adjustment

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NLP case study

A unified CV, OCR, and NLP approach for scalable document understanding at DocuSign

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NLP case study

Adverse Drug Event Detection Using Spark NLP

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NLP case study

Spark NLP in action: improving patient flow forecasting

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NLP case study

Databricks Introduces Partner Connect with Seamless John Snow Labs Integration

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NLP case study:

Automated Patient Risk Adjustment and Medicare HCC Coding from Clinical Notes

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NLP case study

Using Spark NLP in R: a Drug Standardization Case Study

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NLP case study

SelectData interprets millions of patient stories with deep learned OCR and NLP

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NLP case study

Spark NLP in action: intelligent, high-accuracy fact extraction from long financial documents

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NLP case study

Using Spark NLP to De-Identify Doctor Notes in the German Language

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NLP case study

Identifying Housing Insecurity and Other Social Determinants of Health from Free-Text Notes

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NLP case study

Accelerating clinical risk adjustment through Natural Language Processing

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NLP case study

Deep6 accelerates clinical trial recruitment with Spark NLP

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NLP case study

Text Classification into a Hierarchical Market Taxonomy using Spark NLP at Bitvore

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NLP case study

ESG Document Classification

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NLP case study

Applying advanced analytics to help improve mental health among HIV positive adolescents in South Africa

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NLP case study

SelectData uses AI to better understand home health patients

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NLP case study

Burden Reduction: Using Spark NLP to provide assistive intelligence in documenting evidence-based guidelines

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NLP case study

Best Practices in Improving NLP Accuracy for Clinical Entity Recognition & Resolution

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NLP case study

Using Spark NLP to Enable Real-World Evidence (RWE) and Clinical Decision Support in Oncology

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NLP case study

Using Spark NLP to build a drug discovery knowledge graph for COVID-19

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NLP case study

Automating a Streaming Pipeline with OCR on Databricks Lakehouse

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NLP case study

Beyond Context: Answering Deeper Questions by Combining Spark NLP and Graph Database Analytics

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Abstracting Real World Data from Oncology Notes

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NLP case study

Benefits and Challenges in de-identifying and linking unstructured medical records

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NLP case study

Predictive Maintenance by Intelligent Mining of Manufacturing Incidents Using Spark NLP

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NLP case study

Accelerating Biomedical Innovation by Combining NLP and Knowledge Graphs

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NLP case study

Automated question answering about clinical guidelines

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NLP case study

Applying State-of-the-art Natural Language Processing for Personalized Healthcare

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NLP case study

Extracting what, when, why, and how from Radiology Reports in Real World Data acquisition projects

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NLP case study

Using NLP to Improve Radiologist Productivity & Reduce Burnout

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NLP case study

Building a Better Patient Chart: Combining structured, unstructured, and missing data

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NLP case study

Automated Detection of Environmental, Social, and Governance Issues in Financial Documents

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NLP case study

Automated and Explainable Deep Learning for Clinical Language Understanding at Roche

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NLP case study

Automating PHI Removal from Healthcare Data With Natural Language Processing

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NLP case study

Improving Drug Safety With Adverse Event Detection Using NLP

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NLP case study

Building, Analyzing and Querying Biomedical Knowledge Graphs using Graphster

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NLP case study

Deep Learning for Relation Extraction from Clinical Documents

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NLP case study

Unexpected Issues in Pharmacoepidemiology Studies Applying Natural Language Processing to Clinical Notes

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NLP case study

Building a Smart Safety Data Sheet Parser Using NLP Lab

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NLP case study

Identifying Patterns of Racial Discrimination through Natural Language Processing

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NLP case study

Adapting LLM & NLP Models to Domain-Specific Data 10x Faster with Better Data

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NLP case study

CONAN: A Semantic Search System for Contract Analytics

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NLP case study

Using NLP to Identity the Emotional State of Patients at Different Stages of a Disease Journey

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NLP case study

Using Real-World Data to Better Understand Inflammatory Bowel Disease (IBD)

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