Big Data to the Rescue: Big Analytics Could Help Us Decode Unstructured Clinical Text and Data

Electronic Health Records (EHR) from animal clinics can provide valuable information about the state of animal health. It can be used to improve patient care and track outbreaks in order to stop them before they get out of control. But this data is not structured, which makes it difficult for computers to read and analyze. Luckily, big data techniques may help us decipher these unstructured healthcare records and find solutions to many challenges we face in veterinary medicine today.

Why Big Data Is the Key to Decoding Unstructured Animal Health Data

Unstructured healthcare data from Electronic Health Records (EHR) holds valuable clinical evidence about patients and clinics – evidence needed to deliver better, faster, and more cost-effective health and therapeutic outcomes. This Real-World Data (RWD) and Real-World Evidence (RWE) enables capabilities to conduct advanced analysis that accelerates insights into animal health trends and outcomes analysis. With deeper insights beyond what structured data sources alone can provide, veterinarians, clinics, technicians, administration, and life sciences organizations can optimize preventative, predictive, and precision medicine, alongside clinical trials, to accelerate clinical research and improve patient outcomes. 

Providing the right care for the right patient requires the right data

Explore and deliver more clinic value and insights from your animal health data with the IVEE Platform.

• Health Outcomes Analysis:

  • Analyze disease patterns, drug and treatment effectiveness, and preventative wellness across patient and clinic groups

• Clinical Research & Development:

  • Utilize relevant clinical variables for deeper insights to accelerate trials. The field of animal healthcare is now being revolutionized by artificial intelligence, which has the potential to predict diseases and help veterinary practices have more time for client care.

• Clinic Operations Insights:

  • Utilize patient and clinic variables from EHR documents for deeper insights to accelerate opt-in rates, health insights, and new clinic discoveries

• Biomarker & Phenotypic Discovery:

  • Search and identify key biomarkers, phenotypic, species, breed, age, sex, and more data to analyze correlative and/ or causative relationships for enhanced health outcomes, and RWE analysis.

• Predictive & Precision Medicine Capabilities:

  • Identify qualified health trends and insights using details from both unstructured clinical notes (SOAP) and structured data in the EHR.

• Patient and clinic analysis:

  • View patients with detailed criteria alongside patient characteristics and clinical facts. Analyze side-by-side details such as symptoms, diagnosis, medication, dosage, and more for improved accuracy and holistic real-world outcome analysis.

Discover IVEE: Intelligent Veterinary Enhanced Experience

 The Universal Platform For Unstructured Animal Healthcare Data Analytics

Access animal healthcare data that is unstructured and difficult to mine for insights. Ivee's Artificial Intelligence (AI), and Natural Language Processing (NLP) enabled solution delivers faster and richer analysis by identifying and transforming the evidence and facts buried inside practice management systems and connected 3rd party applications.  

Decoding unstructured animal healthcare data is an important endeavor, but can be a very difficult task. Decoding structured data sets has been greatly facilitated by the rise of Big Data and its subsequent processing tools. The availability of structured data with built-in labels, especially for diseases or symptoms, means that new findings can be identified quickly without painstaking analysis of datasets from scratch. However, decoding unstructured data is not as straightforward because the information it contains is not all standardized. Ivee is on a mission to make that topic an irrelevant fact. Working as an agnostic platform allows the capabilities of the platform to be universal.

•Accelerate Opt-In Rates, Health Insights, & Clinic Discoveries 

•Identify & Market New Client Communication & Understanding

•Drive Appointments & Reduce Costs

An agnostic platform allows the capabilities of the platform to be universal

Ivee acts as a data-driven advisor, to help decision-makers identify areas for improvement and new opportunities. Receives and converts disparate unstructured information into actionable intelligence. Ivee provides a suite of analytic tools for small animal veterinarians, large clinics/hospitals, and corporation consolidators. Utilizing Big Data technology in conjunction with workflow expertise, we help our clients improve their ability to serve patients while reducing administrative burdens that currently impact profitability.

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About IVEE: 

IVEE, a product of Snowcap Innovations Inc, solves the challenging unstructured data problem in the animal healthcare industry. Our mission is to help organizations access and gain value from all of their data assets to develop a deeper understanding of the patient & clinic population to improve quality and outcomes for animal care. 

ℹFor more information or to schedule a demonstration, email our Solutions Team at solutions@snowcapinc.com