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app Development

From Unstructured Text to
Actionable Intelligence

An estimated 80% of valuable healthcare data is locked away in unstructured formats; physician's notes, pathology reports, discharge summaries, and clinical trial documents. This information is critical for research, operations, and patient care, but it is nearly impossible to analyze at scale without the right tools.

John Snow Labs' Spark NLP for Healthcare is the industry's gold standard for processing this complex clinical text. It is not a generative AI, but a highly specialized and precise Natural Language Processing (NLP) library designed for one purpose: to read, understand, and extract specific information from medical language with clinical-grade accuracy. At Fullestop, we are expert data engineers who build high-performance pipelines with Spark NLP to turn your unstructured text into a strategic, data-driven asset.

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Core Capabilities & Clinical use cases

We implement Spark NLP to build solutions that solve some of the most complex data challenges in healthcare.

  • Identify and Extract Critical Medical Concepts

    At the core of our service is Clinical Named Entity Recognition (NER). We deploy state-of-the-art models to automatically read through millions of documents and identify key medical entities with incredible precision. This includes the full spectrum of clinical data, such as diagnoses, medications, procedures, lab values, and genomic markers.

  • Enable Research and Analytics with De-Identification

    We build robust, HIPAA-compliant pipelines using Spark NLP’s certified de-identification models. These tools accurately find and remove all 18 types of Protected Health Information (PHI) from your clinical notes. This unlocks your data for vital secondary uses, such as medical research, training AI models, and population health analytics, while ensuring patient privacy is rigorously protected.

  • Understand Deep Clinical Context

    We go beyond just finding entities to understand their clinical meaning. Using Relation Extraction and Assertion Status Detection, our solutions can determine the relationships between concepts (e.g., a specific drug is administered to treat a specific disease) and their status (e.g., a diagnosis is confirmed, suspected, or denied by the patient). This provides a rich, contextual understanding of the patient record.

Interesting facts

Check out a few interesting facts about Fullestop’s expertise and insights in the field, thanks to decades of experience.

Looking for Snow labs in India?

Discover why Fullestop is the preferred choice for intelligent conversation.

From library to pipeline the Fullestop Advantage

Our value lies in our expertise to deploy this powerful, specialized library into a robust, enterprise-grade data processing solution.

  • Expert data engineering & pipeline architecture: We are specialists in building high-performance, scalable data pipelines. We expertly integrate Spark NLP for Healthcare into your existing data infrastructure, whether it's on-premise or in the cloud (Databricks, AWS, Azure, GCP).
  • Custom model training & tuning: While Spark NLP's pre-trained models are state-of-the-art, we can further enhance accuracy by training and tuning models on your specific document types and local terminology, ensuring the highest performance for your unique data.
  • End to end solution development: We do more than just extract data. We build the complete solutions that consume this new structured data; from clinical trial matching applications and population health dashboards to automated reporting and real-world evidence platforms.
machine learning

AI Development Workflow We Use

As a trusted AI, we follow a structured and agile development process for efficient delivery.

More custom Web Technologies We Work With

Our elite team of young and highly skilled custom web developers possesses in-depth knowledge of design and excels in various scripting and coding languages such as Node, Angular, React, Laravel, MongoDB, HTML5, PHP, ASP.NET and Wordpress. We also hold proficiency in CSS3, Magento, CMS and object modeling.

  • Angular Angular
  • React React
  • vuejs Vue JS
  • javascript Javascript
  • css3 CSS 3
  • html5 HTML5
  • php PHP
  • .NET ASP.NET
  • Node NodeJS
  • Python Python
  • C Sharp C Sharp
  • laravel laravel
  • Android Android
  • iOS iOS
  • Swift Swift
  • React Native React Native
  • Xamarin Xamarin
  • SQL Server SQL Server
  • MySQL MySQL
  • PostgreSQL PostgreSQL
  • mongodb Mongo DB
  • SQLite SQLite
  • Firebase Firebase
  • Jenkins Jenkins
  • Azure DevOps Azure DevOps
  • Docker Docker
  • AWS DevOps AWS DevOps
  • wordpress wordpress
  • drupal drupal
  • magento magento
  • Amazon Web Services Amazon Web Services
  • Google Cloud Platform Google Cloud Platform
  • Microsoft Azure Microsoft Azure
  • Angular Angular
  • React React
  • vuejs Vue JS
  • javascript Javascript
  • css3 CSS 3
  • html5 HTML5
  • php PHP
  • .NET ASP.NET
  • Node NodeJS
  • Python Python
  • C Sharp C Sharp
  • laravel laravel
  • Android Android
  • iOS iOS
  • Swift Swift
  • React Native React Native
  • Xamarin Xamarin
  • SQL Server SQL Server
  • MySQL MySQL
  • PostgreSQL PostgreSQL
  • mongodb Mongo DB
  • SQLite SQLite
  • Firebase Firebase
  • Amazon Web Services Amazon Web Services
  • Google Cloud Platform Google Cloud Platform
  • Microsoft Azure Microsoft Azure
  • Jenkins Jenkins
  • Azure DevOps Azure DevOps
  • Docker Docker
  • AWS DevOps AWS DevOps
  • wordpress wordpress
  • drupal drupal
  • magento magento

Awards and Certification

Our creative solutions have won not only hearts but also various awards.
We strive to do our best every day in terms of performance, creativity, and expertise.

  • certification 1
  • certification 2
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  • certification 3
  • certification 4
  • certification 6
  • certification 7
  • certification 8
  • certification 9

Industries We Serve

We provide services for diverse industries, including

Ready to turn your Clinical Text into a strategic asset?

Let's explore how Fullestop can use Spark NLP for Healthcare to unlock the valuable insights trapped in your unstructured data and power the next wave of healthcare innovation.

Our sucess stories

We align our success with our client's success

Meeting & exceeding client expectations!

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360-Degree Digital Transformation
Solutions for Every Industry

We have been delivering revolutionary technological and digital transformation solutions for all major industries for the past 24 years.
It allowed us to meticulously comprehend how to craft disruptive solutions considering their individual key growth and success factors.

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Feedback from Our Happy Clients

We leave no stone unturned while working for our customers. Here's what some of our happy clients have to say about us.

trieval trieval trieval

Trieval

Ismail Abualsmah
hellobabydirect

Hello Baby Direct

Trevorginn

We have been very pleased with the work delivered to Fullestop. The project was delivered to specification and the team was very pleasant to work with.

Simbyl Simbyl Simbyl

Simbyl

James Haris
directcoins

Direct Coins

Michael

Overall a great result and very happy with our custom website. We made a lot of changes which extended the process and thank the team for their patience. We will use Fullestop on our next project.

SmartSettle SmartSettle SmartSettle

SmartSettle

Srinath
tipsyelves

Tipsyelves

Jbauchet

Great job. Fast work.

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News & insights

Check Out the Latest Trends and Tech Discussions

We constantly come up with top-tier resources and breathtaking ideas that would help you stay informed about
the latest happenings in the tech world.

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Frequently Asked Questions

Answering common queries to provide clarity and insight.

John Snow Labs NLP processes diverse formats, including physician notes, pathology reports, discharge summaries, and clinical trial documents, reliably.

Yes, it has certified PHI de-identification models that remove personal identifiers while preserving data utility for research and analytics.

Models are fine-tuned with domain-specific context, leveraging negation detection and disambiguation algorithms to clarify shorthand effectively.

Fullestop offers fine-tuning on client-specific data, integration with custom workflows, and tailored dashboards for actionable insights.

Yes, its fast processing allows extraction of timely insights from incoming clinical text to assist immediate point-of-care decisions.

Contact us

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