Join UC Santa Cruz Healthcare Pathways for a live online information session to learn about our Premed Postbacc Cohort, Premed and Pre-Health DIY Pathways, and other program offerings. We’ll provide an overview […]
Advances in microscopy have enabled the collection of high-quality single-cell datasets, providing new opportunities to identify the mechanisms underlying complex biological processes. In this work, we develop machine-learning frameworks using single-cell temporal data with the goal of predicting and providing insights into these mechanisms. We produce frameworks for two biological systems, bacterial spore germination, the […]
This PhD research focuses on developing reliable medical foundation models capable of reasoning across textual, visual, and interactive clinical information. The work investigates three complementary directions: improving medical reasoning through test-time scaling, training multimodal medical models with verifiable rewards, and synthesizing high-quality visual question-answering data from biomedical literature using generator-verifier frameworks. Building on these efforts, […]
Modern autonomous-driving models increasingly rely on learned representations and generated reasoning to interpret complex scenes and produce predictions or actions. However, it remains unclear what information these models encode, how that information is exposed through common interpretation methods, and whether their stated reasoning meaningfully influences their behavior. This research investigates these questions across motion-forecasting and […]
Join us for an inside look at how our AI Application Development courses provide hands‑on experience, industry‑driven projects, and the technical foundation you need to advance your career as an ML Engineer, […]
In March 2024, a backdoor was discovered in xz Utils, a widely used open source data compression library present in nearly every major Linux distribution. The attack was discovered days before merging into major distributions, and if this had happened, it would have allowed attackers to execute arbitrary code on millions of systems worldwide via […]
Design digital experiences people love to use. In today’s rapidly evolving tech landscape, organizations need professionals who can combine empathy, usability, and aesthetics to create interfaces that engage and delight […]
Where biology meets Big Data Join us for an inside look at how our Bioinformatics courses can help you strengthen your skills in data analysis, genomics, and software tools—preparing you […]
Where biology meets Big Data Join us for an inside look at how our Bioinformatics courses can help you strengthen your skills in data analysis, genomics, and software tools—preparing you […]
Embedded Systems: Build the Intelligence Behind the Hardware Join Juergen Kienhoefer to explore the foundations of embedded systems and how firmware powers the devices we use every day—plus get an […]
From discovery to market Join Kiran Gulati, chair of the UCSC Silicon Valley Extension Medical Device Quality and Design program, for an inside look at how our courses provide hands-on training, practical case studies, and industry-relevant skills that prepare you for roles in quality engineering, regulatory compliance, and design assurance. Sponsor This info session is sponsored […]
The COVID-19 pandemic generated genomic data at unprecedented scale, with tens of millions of SARS-CoV-2 genomes deposited in public repositories and thousands of new sequences added each day. This dissertation develops methods for analyzing genomic datasets at this scale, unified by the idea that encoding genomes according to their evolutionary relationships can make otherwise intractable […]
Transform learning Join Diana Black Kennedy, chair of UCSC Silicon Valley’s Educational Therapy program, to learn how this distinctive program prepares educators and professionals to create meaningful, lasting impact. As one of the few programs approved by the Association of Educational Therapists (AET), it equips you with the skills to assess learning differences and implement research-based, effective interventions […]
The accelerating adoption of zero-emission vehicles (ZEVs) in California is reshaping both the transportation and electrical grids at the moment as climate-driven disasters are intensifying in frequency and severity. This dual transition exposes a critical structural gap: existing resilience research treats pre-disaster evacuation readiness and post-disaster grid restoration as separate problems, even though both are […]
Many somatic variant-calling pipelines begin by aligning tumor and matched-normal sequencing reads to a single linear reference genome, such as GRCh38. Because every individual differs substantially from this reference, this approach can introduce reference bias, causing reads to map incorrectly or not at all and potentially leading to missed somatic variants or germline variants being […]
Building safety into innovation In this information session, you’ll gain insight into current industry trends, emerging skills, and career opportunities. We’ll dive into how our Clinical Trials Design and Management program is designed to help professionals build expertise, stay competitive, and achieve their educational and career goals. Whether you’re looking to advance in your current role, transition […]
Verbal autopsy (VA) is a well developed tool to collect information describing deaths outside of hospitals by conducting surveys to the relatives and caregivers of the deceased person. It is routinely-implemented in low and middle income countries, where it often lacks sufficient resources to conduct the autopsy. The main task is to estimate both individual […]
Climate change models predict increasingly hot and dry conditions, raising concerns about impacts on agricultural production and food security. Answering this challenge is organic dry farming, a sustainable practice that allows growers to produce crops under arid conditions with little irrigation. Researchers from UC Santa Cruz and the University of Oregon are studying the environmental […]
Explore how to lead with AI—whether you want to build it or apply it. In this information session, discover two dynamic pathways: AI Business Practices, for professionals seeking practical AI tools to boost productivity without coding, and AI Engineer, for those ready to design and deploy production-ready AI systems. Learn how generative AI, automation, and intelligent agents […]
First Saturday Tours are a wonderful way to introduce yourself to the Arboretum or to deepen your knowledge of the Arboretum’s plant collections. Each tour is a little different depending on the time of year, the interests of the tour guide, and the people who join in. For example, you might learn about the birds […]