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    John Snow Labs - Healthcare NLP

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    Free Trial
    State-of-the-Art Natural Language Processing libraries and Python notebooks tuned for the Healthcare domain. Includes licensed software & models for text mining, DL and Visual model training, tuning, and testing. The product guarantees state-of-the-art accuracy, native scalability, optimizations for the latest hardware, and the ability to easily compose text and image processing pipelines.
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    John Snow Labs - Healthcare NLP

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    Overview

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    John Snow Labs - Healthcare NLP Libraries are designed to help organizations extract insights from unstructured documents and enable faster, more accurate data analysis. Healthcare NLP is a cutting-edge natural language processing solution designed specifically for the healthcare domain, leveraging advanced machine learning algorithms and a vast medical knowledge base. Healthcare NLP excels in transforming raw healthcare data into structured, actionable information.

    About the offer

    This product includes a package of Natural Language Processing Python libraries specific for the Healthcare domain. It allows quick and easy text annotation with pre-trained DL models, rules, and prompts but also NLP model testing, training, and tuning. The product guarantees state-of-the-art accuracy, native scalability, optimizations for the latest hardware, and the ability to easily compose text and image processing pipelines.

    There is no limit on the number of documents, models, or pipelines that can be used with this subscription: the software is licensed on a per-server basis.

    What is included

    • Spark NLP, the most widely used NLP library in the Enterprise. It provides production-grade, scalable, and trainable versions of the latest research in natural language processing and 10,000+ pre-trained models and pipelines covering tasks such as Entity Recognition, Information Extraction, Spelling and Grammar, Text Classification, Translation, Summarization, Question Answering or Emotion Detection.
    • Healthcare NLP software and models, enabling clinical and biomedical Named Entity Recognition for 400+ entity types, assertion status detection (identify between positive, negative, possible, past, and future facts), clinical relation extraction, clinical entity resolution to SNOMED-CT, ICD-10, CPT, RxNorm, LOINC, NDC, ICD-I, MeSH, UMLS.
    • Visual NLP (OCR) software and models, enabling form understanding, table detection and extraction, noisy image enhancement, visual document classification, visual entity recognition, signature detection, and image de-identification.
    • Full access to all models and pipelines published on the NLP Models Hub (currently 1,200+ healthcare-specific models and 17,500+ general models).
    • 30+ Ready-to-use Jupyter notebooks that will help you get started with text and image analysis on all major NLP tasks such as text classification, sentiment analysis, named entity recognition, relation extraction, assertion status, entity linking, de-identification, translation, summarization, question answering, spelling and grammar.
    • NLU python library for text understanding that can be used to test models and pipelines with one line of code.
    • Spark NLP Display library for out-of-the-box annotation display on top of textual content.

    Who is this offer for

    • Teams of Python developers that need to extract entities and relations from text, image, and pdf documents;
    • Data scientists who deal with NLP problems;
    • Machine learning engineers who need to test/train/tune NLP models;
    • Scientific researcher groups who need to extract meaning from unstructured, natural language documents;
    • Anyone else interested in text and image analysis, image digitization, data extraction, document labeling, and/or NLP model training.

    Target verticals

    The Spark NLP and Visual NLP libraries included in this offer are general and can be applied to any domain to documents written in over 250 languages. The Healthcare library contains pretrained resources specific to the Healthcare domain. The NLP Models Hub contains over 17k pre-trained models and pipelines for general-purpose documents. It also contains 1200+ specialized pre-trained models for the Healthcare vertical.

    About the Trial

    John Snow Labs introduces a flexible pay-as-you-go of our most popular Healthcare NLP libraries subscription ready to process and extract your medical text in just a few minutes. Start an instance when you are ready to process your data, and stop the instance to not incur any more charges.

    Technical Specifications

    • Recommended memory: 32GB RAM
    • Recommended vCPU:8 vCPUs
    • Operating System:Ubuntu 20.04

    Included integrations

    • Jupyter Lab preinstalled and available at http://IP_ADDRESS/jupyter. The password to login to Jupyter Lab is the INSTANCE_ID

    3 Easy Steps to get started

    1. Subscribe to the product on the AWS Marketplace.
    2. Deploy it on a new machine.
    3. Access the welcome page for a guided experience on http://IP_ADDRESS

    Highlights

    • The most widely used NLP library in the enterprise, available as a turnkey package for data scientists including Spark NLP, Healthcare NLP, Visual NLP, plus visualization and model testing libraries.
    • Peer-reviewed, State-of-the-Art accuracy for clinical and biomedical NLP. This includes access to 700+ pre-trained models covering entity recognition, entity linking, relations, assertions, text classification, and de-identification.
    • State-of-the-Art visual form and document understanding - enabling entity extraction, table extraction, key-value extraction, document classification, and de-identification.

    Details

    Delivery method

    Delivery option
    64-bit (x86) Amazon Machine Image (AMI)

    Latest version

    Operating system
    Ubuntu 22.04

    Typical total price

    This estimate is based on use of the seller's recommended configuration (m5.2xlarge) in the US East (N. Virginia) Region. View pricing details

    $47.904/hour

    Pricing

    Free trial

    Try this product at no cost for 30 days according to the free trial terms set by the vendor. Usage-based pricing is in effect for usage beyond the free trial terms. Your free trial gets automatically converted to a paid subscription when the trial ends, but may be canceled any time before that.

    John Snow Labs - Healthcare NLP

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    Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Usage costs (99)

     Info
    • ...
    Instance type
    Product cost/hour
    EC2 cost/hour
    Total/hour
    m4.2xlarge
    $47.52
    $0.40
    $47.92
    m4.4xlarge
    $95.04
    $0.80
    $95.84
    m4.10xlarge
    $237.60
    $2.00
    $239.60
    m4.16xlarge
    $380.16
    $3.20
    $383.36
    m5.2xlarge
    Recommended
    $47.52
    $0.384
    $47.904
    m5.4xlarge
    $95.04
    $0.768
    $95.808
    m5.8xlarge
    $190.08
    $1.536
    $191.616
    m5.12xlarge
    $285.12
    $2.304
    $287.424
    m5.16xlarge
    $380.16
    $3.072
    $383.232
    m5.24xlarge
    $570.24
    $4.608
    $574.848

    Additional AWS infrastructure costs

    Type
    Cost
    EBS General Purpose SSD (gp2) volumes
    $0.10/per GB/month of provisioned storage

    Vendor refund policy

    No Refunds

    Legal

    Vendor terms and conditions

    Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .

    Content disclaimer

    Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.

    Usage information

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    Delivery details

    64-bit (x86) Amazon Machine Image (AMI)

    Amazon Machine Image (AMI)

    An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.

    Version release notes

    Additional details

    Usage instructions

    No sensitive information related to you or your organization will be managed or stored by the John Snow Labs NLP library on the instance(s) where you deploy the product. It is the user's responsibility to safely manage sensitive documents processed using the John Snow Labs NLP libraries. The software does not call home - all document processing is done locally and documents are not copied nor shared outside of the running instances.

    Data Encryption: This solution does not encrypt data within the running instance.

    Cryptographic keys: John Snow Labs NLP product does not use credentials and cryptographic keys.

    Usage instructions:

    On instance startup, navigate to http://<PUBLIC_IP_OF_INSTANCE> for information about the included libraries and links to ready-to-use notebooks for the most popular tasks. Click on one of the library boxes to navigate to your John Snow Labs - NLP Jupyter server and run the notebooks on your data.

    The password for connecting to Jupyter Lab is the instance id.

    To run one of the notebooks, just click on it to open it and then click Run.

    Support

    Vendor support

    About the Trial Please read carefully before initiating the trial:

    • No license key required for AWS metering of this marketplace product.
      -Start an instance when ready and suspend it when no job is running to avoid charges. -AWS' free trial is limited to one VM instance for 30 days. If unsubscribed before the trial ends, no more trials will be provided. Additional instances will incur AWS charges. -Other John Snow Labs products on different instances will incur charges. -No refunds will be issued for usage on AWS Marketplace. -Review terms, pricing, and usage metrics before purchase. Contact sales@johnsnowlabs.com  with any questions. -By using John Snow Labs solutions on AWS, you agree to these terms.

    Technical support for NLP Lab by Development Team support@johnsnowlabs.com 

    Video Resources John Snow Labs also offers professional services to deliver custom data science work that is specific to your needs. Our team of experts is ready to assist you with various tasks, including training custom AI models, developing machine learning pipelines, annotating documents, creating Python notebooks, generating insightful reports, and much more. Our professional services are specifically designed to help you achieve remarkable results without the steep learning curve or overwhelming workload.

    AWS Marketplace Slack Channel https://spark-nlp.slack.com/archives/C064YR9NLBX 

    NLP Libraries: ready to use as a pay-as-you-go product on AWS Marketplace https://shorturl.at/3jPG6 

    Modular Approach to Solve Problems at Scale in Healthcare NLP https://shorturl.at/R5trN 

    Current State-of-the-Art Accuracy for Key Medical Natural Language Processing Benchmarks https://youtu.be/pdNoWn_4aMw 

    End-to-End No-Code Development of NER model for Text with NLP Lab https://shorturl.at/5uYCC 

    End-to-End No-Code Development of AI Models for Text and Images with NLP Lab https://rb.gy/deq97g 

    AWS infrastructure support

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

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    Customer reviews

    Ratings and reviews

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    1 AWS reviews
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    2 external reviews
    External reviews are sourced from G2  and are not included in the star rating for this product.
    Ashpreet S.

    Must try Annotating Tool

    Reviewed on Nov 25, 2023
    Review provided by G2
    What do you like best about the product?
    It is very user friendly and easy to understand in camparison to other competetive products.
    What do you dislike about the product?
    As my use case I did like all the features.
    What problems is the product solving and how is that benefiting you?
    I am using this as an Annotating Tool for image datasets
    E. Feldman

    Best NLP Library Product

    Reviewed on Nov 28, 2022
    Purchase verified by AWS

    What I loved about this product is that it comes with all libraries preinstalled and ready to use in 2 minutes and with a couple of clicks. I am not an expert in Apache Spark, so configuring the environment on my own is not a dare I would happily take on...I was happy to see this product is so easy to deploy and use and that it includes ready-to-use notebooks that cover all NLP tasks I needed (NER and entity resolution in my case).
    It took me a couple of minutes to get a POC in place on my own datasets and see the first results on my documents.
    I will definitely use the John Snow Las libs for my next NLP projects!


    Eric L.

    Great annotation tool

    Reviewed on Oct 06, 2022
    Review provided by G2
    What do you like best about the product?
    It makes the annotation process very simple and efficient. Easy to use. Easy to manage the work.
    What do you dislike about the product?
    The review process is a little buggy and non-intuitive. That part of the workflow should be improved.
    What problems is the product solving and how is that benefiting you?
    It solves the problem of establishing ground truth when training or testing a model.
    View all reviews