Azure Text Analytics
Mine insights in unstructured text using NLP—no machine-learning expertise required—using text analytics, a collection of features from Cognitive Service for Language. Gain a deeper understanding of customer opinions with sentiment analysis. Identify key phrases and entities such as people, places, and organizations to understand common topics and trends. Classify medical terminology using domain-specific, pretrained models. Evaluate text in a wide range of languages. Identify important concepts in text, including key phrases and named entities such as people, events, and organizations. Examine what customers are saying about your brand and analyze sentiments around specific topics through opinion mining. Extract insights from unstructured clinical documents such as doctors' notes, electronic health records, and patient intake forms using text analytics for health.
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Verana Health
Verana Health is a real‑world data platform that transforms structured and unstructured electronic health record information into de‑identified, curated, disease‑specific data modules via its clinician‑informed and AI‑enhanced VeraQ population health data engine. Aggregating data from strategic partnerships with leading medical registries (including the American Academies of Ophthalmology, Neurology, and Urological Association), it encompasses over 20,000 clinicians and roughly 90 million patient records, providing near real‑time, high‑quality datasets to power real‑world evidence generation, clinical trial site and subject identification, clinician quality reporting, and medical registry management. Accessible through cloud services such as AWS Data Exchange and Amazon Redshift, the platform offers self‑service API access, an intuitive dashboard, and customizable cohort discovery tools, while advanced AI/ML algorithms, robust data quality assessments.
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Micromedex
Fast-track clinical decision support for healthcare providers. Get easy access to evidence-based clinical information with Micromedex solutions. Healthcare providers do crucial work every day. They need fast access to evidence-based clinical decision support systems to make the best decisions for patient care. Merative offers solutions that give the entire care team - including physicians, nurses, and pharmacists - the information they need to make informed medical decisions at the point of care: Micromedex® and DynaMedex™. Drug and disease information at the clinician's fingertips. Impartial, evidence-based clinical guidelines and information, vetted through an accredited review process. Clinical content that’s continually reviewed and updated by a dedicated team of editors. Fast access to information via EHR integration, mobile access, and personalization features. Established in 1973, Micromedex has been a leading provider of evidence-based clinical decision support for decades.
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Google Cloud Natural Language API
Get insightful text analysis with machine learning that extracts, analyzes, and stores text. Train high-quality machine learning custom models without a single line of code with AutoML. Apply natural language understanding (NLU) to apps with Natural Language API. Use entity analysis to find and label fields within a document, including emails, chat, and social media, and then sentiment analysis to understand customer opinions to find actionable product and UX insights. Natural Language with speech-to-text API extracts insights from audio. Vision API adds optical character recognition (OCR) for scanned docs. Translation API understands sentiments in multiple languages. Use custom entity extraction to identify domain-specific entities within documents, many of which don’t appear in standard language models, without having to spend time or money on manual analysis. Train your own high-quality machine learning custom models to classify, extract, and detect sentiment.
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