Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
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Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more
Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more
Developing IQVIA’s positions on key trends in the pharma and life sciences industries, with a focus on EMEA.
Learn more
"We strive to help improve outcomes and create a healthier, more sustainable world for people everywhere.
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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.
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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.
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Elevate commercial models with precision and speed using AI-driven analytics and technology that illuminate hidden insights in data.
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Orchestrate your success across the complete compliance lifecycle with best-in-class services and solutions for safety, regulatory, quality and medical information.
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When your destination is a healthier world, making intelligent connections between data, technology, and services is your roadmap.
TECHNOLOGIES OVERVIEWExplore our library of insights, thought leadership, and the latest topics & trends in healthcare.
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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.
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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.
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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.
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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.
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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.
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Empowering patients to personalize their healthcare and connecting them to caregivers has the potential to change the care delivery paradigm.
LEARN MOREOur mission is to accelerate innovation for a healthier world. Together, we can solve customer challenges and improve patient lives.
LEARN MORECareers, culture and everything in between. Find out what’s going on right here, right now.
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"Improving human health requires brave thinkers who are willing to explore new ideas and build on successes. Unleash your potential with us.
SEARCH JOBSThe latest artificial intelligence/machine learning (AI/ML) tools leverage phase 2 study data to optimize phase 3 design. Current tools offer an array of design options, statistical models and simulations, enabling rapid exploration and development of novel trial designs. Approaches include modeling and simulating phase 3 patient accrual to determine appropriate patient sample size and study timeline. This document intends to outline how the motivations of Phase-3 design for widest possible label, shortest trial time and smallest possible sample size can be accomplished using the latest AI/ML and adaptive trial design and accrual tools.
Adaptive designs – defined as clinical trial designs that allow for prospectively planned modifications to the design based on accumulating data from subjects in the trial – have potential to reduce a trial's resource requirements and completion time, while increasing the probability of study success. These designs have particular advantages in phase 1 and phase 2 studies, which evaluate efficacy and monitor safety events. Artificial intelligence and machine learning (AI/ML) tools can inform phase 3 design decisions when applied to phase 2 study data, including adaptation of patient inclusion/exclusion criteria for the broadest possible label and optimizing sample size and timeline without compromising study outcomes. Adaptive accrual is also a promising approach, incorporating actual treatment response and hazard rates for efficient trial execution without sacrificing power. Authored by experts from IQVIA, this paper examines the use of adaptive approaches to phase 3 trial design, with potential to reduce cost and time to run trial, while increasing the probability of study success.
Explore our end-to-end, full service clinical development capabilities including Therapeutics expertise, Development Planning, Phase I early clinical development, Phase IIb/III and Phase IV Trials, Regulatory Submission and Post-Launch Studies.
Discover unrealized connections and manage your product across the entire lifecycle, from research and development, compliance to launch and commercialization.
Use machine learning-driven analytics to help identify promising patient subgroups, potentially preserving your investment and ensuring valuable therapies reach patients.
