Spark NLP

Spark NLP

John Snow Labs
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About

Amazon Comprehend Medical is a HIPAA-eligible natural language processing (NLP) service that uses machine learning to extract health data from medical text–no machine learning experience is required. Much of health data today is in free-form medical text like doctors’ notes, clinical trial reports, and patient health records. Manually extracting the data is a time consuming process, while automated rule-based attempts to extract the data don’t capture the full story as they fail to take context into account. As a result, the data remains unusable in large-scale analytics needed to advance the healthcare and life sciences industry and improve patient outcomes and create efficiencies.

About

Experience the power of large language models like never before, unleashing the full potential of Natural Language Processing (NLP) with Spark NLP, the open source library that delivers scalable LLMs. The full code base is open under the Apache 2.0 license, including pre-trained models and pipelines. The only NLP library built natively on Apache Spark. The most widely used NLP library in the enterprise. Spark ML provides a set of machine learning applications that can be built using two main components, estimators and transformers. The estimators have a method that secures and trains a piece of data to such an application. The transformer is generally the result of a fitting process and applies changes to the target dataset. These components have been embedded to be applicable to Spark NLP. Pipelines are a mechanism for combining multiple estimators and transformers in a single workflow. They allow multiple chained transformations along a machine-learning task.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Data Extraction solution that helps clinics extract information from unstructured medical text

Audience

Healthcare providers seeking a library to manage their machine learning models and pipelines

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Amazon
Founded: 1994
United States
aws.amazon.com/comprehend/medical/

Company Information

John Snow Labs
United States
sparknlp.org

Alternatives

Alternatives

Haystack

Haystack

deepset
InstructGPT

InstructGPT

OpenAI
GPT-4

GPT-4

OpenAI

Categories

Categories

Integrations

ALBERT
APIFuzzer
AWS AI Services
AWS App Mesh
Amazon Comprehend
Apache Spark
BERT
Conda
Databricks Data Intelligence Platform
Facebook
Flair
Java
Maven
OpenAI
R
RoBERTa
Scala
Whisper
XLNet
spaCy

Integrations

ALBERT
APIFuzzer
AWS AI Services
AWS App Mesh
Amazon Comprehend
Apache Spark
BERT
Conda
Databricks Data Intelligence Platform
Facebook
Flair
Java
Maven
OpenAI
R
RoBERTa
Scala
Whisper
XLNet
spaCy
Claim Amazon Comprehend Medical and update features and information
Claim Amazon Comprehend Medical and update features and information
Claim Spark NLP and update features and information
Claim Spark NLP and update features and information