AWS Machine Learning

NOVEMBER 3, 2022

In Part 1 of this series, we discussed intelligent document processing (IDP), and how IDP can accelerate claims processing use cases in the insurance industry. Intelligent document processing with AWS AI and Analytics services in the insurance industry. Part 1: Classification and extraction of documents. Solution overview.

Analytics 76

Analytics APIs Healthcare Big data 76

AWS Machine Learning

AUGUST 21, 2023

The intent is to offer an accelerated path to adoption of predictive techniques within CDSSs for many healthcare organizations. Technical background A large asset for any acute healthcare organization is its clinical notes. The notebook and code from this post are available on GitHub. Patient rates the pain as 8/10 in severity.

Healthcare 78

Healthcare APIs Scripts Finance 78

AWS Machine Learning

JULY 3, 2023

Companies across various industries create, scan, and store large volumes of PDF documents. For verticals such as healthcare, due to regulatory requirements, the translated documents require an additional human in the loop to verify the validity of the machine-translated document. This is a manual, slow, and expensive human effort.

Healthcare 71

Healthcare Engineering Accountability Management 71

AWS Machine Learning

MARCH 28, 2024

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. We use an ml.t3.medium

Telecommunications 114

Telecommunications Healthcare Transportation Accountability 114

AWS Machine Learning

NOVEMBER 21, 2022

Organizations across industries such as retail, banking, finance, healthcare, manufacturing, and lending often have to deal with vast amounts of unstructured text documents coming from various sources, such as news, blogs, product reviews, customer support channels, and social media. Healthcare and life sciences.

Scripts 72

Scripts Metrics APIs Healthcare 72

Lumoa

JUNE 4, 2018

Leading companies in healthcare, telecommunications and banking across Nordics already benefit from real time Net Promoter Score (NPS) analytics that can handle feedback in all major languages. The global customer journey analytics market size will reach $12.22 billion by 2022 growing from $4.76

Analytics 121

Analytics Marketing Customer Experience Telecommunications 121

AWS Machine Learning

APRIL 17, 2023

You can then generate industrialized pipelines to push the features to Amazon Simple Storage Service (Amazon S3) or Amazon SageMaker Feature Store. client("comprehend") response = comprehend.detect_entities(LanguageCode = 'en', Text = df['name'].iloc[0]) The following diagram shows the end-to-end high-level architecture.

Engineering 85

Engineering Scripts Analytics Healthcare 85