- Innovative Medicine
- Data science & digital health
Data science & digital health
Data science and digital health are among the most exciting revolutions of our time, transforming how we discover, develop and deliver new therapies to advance our ultimate mission of bringing transformative medicines to people around the world.
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Using data science and digital health to advance medicines
The R&D Data Science & Digital Health team at Johnson & Johnson is making a tangible impact on how we discover and develop medicines to help impact health for humanity.
Capabilities
Machine learning
By leveraging state-of-the-art machine learning techniques to recognize complex patterns in vast amounts of data, we can more effectively and efficiently develop innovative therapies for patients.
Artificial intelligence, machine-based image analysis and computer vision
By leveraging both artificial intelligence (AI) and machine learning (ML) analysis techniques, image analysis has become a cornerstone of healthcare Data Science and Digital Health by helping to solve real-world challenges.
Real-world data in clinical design and operations
Our goal is to unleash the value of real-world data (RWD) in the era of artificial intelligence (AI) through rigorous analysis and strategic collaborations.
Technology-enabled genomics
The rapid evolution of high-throughput sequencing technologies empowers us to collect high dimensional genomics data on huge numbers of patients, enabling the discovery of novel biomarkers, mechanisms of action and drug targets.
Natural language processing
Today, 80 percent of the world’s data is unstructured (Forbes). Our deep expertise in natural language processing (NLP) empowers our scientists to make use of data and insights extracted from this wealth of data.
AI-based drug design and generative modeling
The chemical space for drug-like compounds is so vast that it can barely be comprehended. By leveraging artificial intelligence (AI) principles, we can more intelligently search through this space and evaluate millions of compounds for multiple desired properties in parallel, thereby drastically speeding up the time to discover safe, effective therapies.
Featured stories
6 ways Johnson & Johnson is using AI to help advance healthcare
Artificial intelligence is revolutionizing healthcare—from improving surgical training and procedures to equipping healthcare providers with insights and personalizing care for patients around the world. See how the company is harnessing its extraordinary power.
Inside Johnson & Johnson’s decades-long quest to develop effective treatments for IBD
Inflammatory bowel disease doesn’t have a cure—yet. But the recent FDA approval of a promising medication is the latest in a long line of treatments from Johnson & Johnson that are helping patients with IBD.
Related links
Join our team
We are continuing to build our global team of data scientists and data engineers, “bilingual” in both medical science and data science, to bring heart to our mission and innovation to our patients. Whether starting your career or as a seasoned professional, you will find a dynamic, mission-centered atmosphere where your next insight can help ignite our next breakthrough.
Championing data science
At J&J Innovative Medicine, we pursue highly impactful solutions that help us deliver better medicines to patients. Our leaders champion the use of data science across our entire R&D portfolio because we passionately believe that data science and digital health-driven advancements can help drive impact for patients.
Collaborate with us
We value and nurture external collaborations because we believe the best scientists, investors and entrepreneurs can come from anywhere. We seek out long-standing, “win-win-win” relationships (patient, partner, J&J) with the best scientists, investors, academic collaborators and entrepreneurs and endeavor to be a partner of choice, to develop and shape shared capabilities for the benefit of patients.