Regions
MAIN/REGIONS
regions/
Regions
  1. Americas
  2. Asia & Oceania
  3. Europe
  4. Middle East & Africa
  1. Solutions
  2. Products
  3. Insights
  4. About
  5. Careers
  6. Contact Us
MAIN/search
MAIN/Solutions
Solutions/
SOLUTIONS
  • Research & Development
  • Real World Evidence
  • Commercialization
  • Safety & Regulatory Compliance
  • Technologies
LIFE SCIENCE SEGMENTS
HEALTHCARE SEGMENTS
THERAPEUTIC AREAS

Impacting People's Lives

"We strive to help improve outcomes and create a healthier, more sustainable world for people everywhere.

LEARN MORE
Harness the power to transform clinical development

Reimagine clinical development by intelligently connecting data, technology, and analytics to optimize your trials. The result? Faster decision making and reduced risk so you can deliver life-changing therapies faster.

Research & Development Overview
Research & Development Quick Links
Real World Evidence. Real Confidence. Real Results.

Generate and disseminate evidence that answers crucial clinical, regulatory and commercial questions, enabling you to drive smarter decisions and meet your stakeholder needs with confidence.

REAL WORLD EVIDENCE OVERVIEW
Real World Evidence Quick Links
See markets more clearly. Opportunities more often.

Elevate commercial models with precision and speed using AI-driven analytics and technology that illuminate hidden insights in data.

COMMERCIALIZATION OVERVIEW
Commercialization Quick Links
Service driven. Tech-enabled. Integrated compliance.

Orchestrate your success across the complete compliance lifecycle with best-in-class services and solutions for safety, regulatory, quality and medical information.

COMPLIANCE OVERVIEW
Safety & Regulatory Compliance Quick Links
Intelligence that transforms life sciences end-to-end.

When your destination is a healthier world, making intelligent connections between data, technology, and services is your roadmap.

TECHNOLOGIES OVERVIEW
Technology Quick Links
MAIN/Products
Products/
CLINICAL PRODUCTS
COMMERCIAL PRODUCTS
COMPLIANCE, SAFETY, REG PRODUCTS
REAL WORLD PRODUCTS

CASE STUDY

"Data in a Day

LEARN MORE
MAIN/Insights
Insights/
BLOGS, WHITE PAPERS & CASE STUDIES

Explore our library of insights, thought leadership, and the latest topics & trends in healthcare.

DISCOVER INSIGHTS
THE IQVIA INSTITUTE

An in-depth exploration of the global healthcare ecosystem with timely research, insightful analysis, and scientific expertise.

SEE LATEST REPORTS

INSTITUTE REPORT

"Digital Health Trends 2024 - Implications for Research and Patient Care

READ MORE

EMEA Insights

"IQVIA thought leadership with a focus on EMEA.

Learn more

WHITE PAPER

"DCTs Deliver Big ROI

LEARN MORE

WHITE PAPER

"Capturing value at scale: The $4 billion RWE imperative

LEARN MORE
MAIN/About
About/
FEATURED INNOVATIONS
  • IQVIA Connected Intelligence™
  • IQVIA Healthcare-grade AI™
  • IQVIA AI Assistant
  • Human Data Science Cloud
  • IQVIA Innovation Hub
  • Decentralized Trials
  • Patient Experience Solutions with Apple devices
WHO WE ARE
NEWS & RESOURCES

INVESTOR RELATIONS

"Visit our investor relations site for more information.

LEARN MORE
Unlock your potential to drive healthcare forward

By making intelligent connections between your needs, our capabilities, and the healthcare ecosystem, we can help you be more agile, accelerate results, and improve patient outcomes.

LEARN MORE
IQVIA AI is Healthcare-grade AI

Building on a rich history of developing AI for healthcare, IQVIA AI connects the right data, technology, and expertise to address the unique needs of healthcare. It's what we call Healthcare-grade AI.

LEARN MORE
Meet the IQVIA AI Assistant

Your new expert analyst is here. Be at the forefront of data-driven decision-making with a new generative AI tool that enables you to interact with our products and solutions like never before. Get results you can trust, faster.

LEARN MORE
Your healthcare data deserves more than just a cloud.

The IQVIA Human Data Science Cloud is our unique capability designed to enable healthcare-grade analytics, tools, and data management solutions to deliver fit-for-purpose global data at scale.

LEARN MORE
Innovations make an impact when bold ideas meet powerful partnerships

The IQVIA Innovation Hub connects start-ups with the extensive IQVIA network of assets, resources, clients, and partners. Together, we can help lead the future of healthcare with the extensive IQVIA network of assets, resources, clients, and partners.

LEARN MORE
Proven, faster DCT solutions

IQVIA Decentralized Trials deliver purpose-built clinical services and technologies that engage the right patients wherever they are. Our hybrid and fully virtual solutions have been used more than any others.

LEARN MORE
IQVIA Patient Experience Solutions with Apple devices

Empowering patients to personalize their healthcare and connecting them to caregivers has the potential to change the care delivery paradigm.

LEARN MORE
MAIN/Careers
Careers/
WORKING AT IQVIA

Our mission is to accelerate innovation for a healthier world. Together, we can solve customer challenges and improve patient lives.

LEARN MORE
LIFE AT IQVIA

Careers, culture and everything in between. Find out what’s going on right here, right now.

LEARN MORE

WE’RE HIRING

"Improving human health requires brave thinkers who are willing to explore new ideas and build on successes. Unleash your potential with us.

SEARCH JOBS
MAIN/Contact Us
Contact Us/
Case Study
Healthcare Insights Through AI and Machine Learning
Nov 07, 2022
  • Library
  • Healthcare Insights Through AI and Machine Learning
To download files, please accept Functional Cookies. These cookies provide enhanced functionality for a better user experience.

Drive clinical effectiveness and commercial success in ways that were never possible before with IQVIA's leading Real World Data (RWD) assets, artificial intelligence (AI) and machine learning (ML) algorithms.

These client case studies, show how IQVIA has leveraged our ML and AI capabilities to help our healthcare clients find the right patients, the right HCPs, and develop patient journey insights with precision and speed.

See Powerful Results
Our AI-powered modelling helped achieved results like these:

  • Doubling the number of identified product-eligible patients
  • Finding 30% more patients with uncontrolled symptoms ideal for our client's treatment
  • Predicting 81% of patients likely to discontinue a treatment early
  • Identifying specific clinical events associated with early discontinuation allowing the client to formulate strategies to improve adherence and outcomes
  • Raising successful treatment transition by 500% for AIML-identified patients' vs previous methods

AIML Drives Unmatched Success
In some cases, it's a matter of degree – AI and ML algorithms can process patient data in volumes and with a precision beyond any other method speeding time to insight. In others, what AI/ML methods can do together is categorically different, such as spotting patients who are at risk for certain conditions before those conditions are clinically evident.

woman using smartphone in cafe

Have questions? Want a demonstration?

We'd love to show you how AI and Machine Learning can help you find the right patients, the right HCPs, and develop patient journey insights with precision and speed.

Just send us a message and we'll connect you to a dedicated expert who you can give you a demonstration, customized to your goals and needs.

SPEAK TO AN EXPERT

You may also be interested in

Institute Report
Digital Health Trends 2024
Case Study
Improving Predictive Precision of Oncology Patient Modeling with Enriched Data and Integrated Field Alerts
White Paper
2025 Safety and Regulatory Compliance Trends and Predictions for Pharma and Biotech
Case Study
Dynamic HCP Profiling and Targeting
Case Study
Dynamic HCP Profiling and Targeting
Case Study
Increasing Therapy Starts Though AI-Powered Precise Patient Identification & Field Alerts
Prev
Next

Related solutions

HCP Targeting and Segmentation

Use predictive analytics and machine learning to identify providers most likely to prescribe your brand, and see ways to cut through the noise.

Contact Us