Peter Li

A data-driven approach to driving wound healing outcomes Marcella Gomez, University of California, Santa Cruz https://lnkd.in/gAkWZYJT Meet: https://lnkd.in/g4AAWkcK YouTube Stream: https://lnkd.in/gwtqaTmf Talk details: https://lnkd.in/gWn3B3cU Subscribe for talk announcements: https://lnkd.in/g5ciuNuX Abstract: Precision medicine requires an ability to predict the response of an individual to a prescribed treatment regimen a priori. Thus, advancement in the field is challenged by a lack of predictive models and, arguably, a lack of time-series information for a highly dynamic system. Here, we discuss work in wound healing, for accelerating wound closure. We argue that timing of treatments is as critical to consider as the choice of drug or therapy. Due to system size and complexity, data-driven methods need to be explored to develop multi-dimensional quantifiable indicators tracking systemic changes. In this work I discuss how bioelectronic devices enhanced with deep learning can help facilitate real-time sensing and actuation for automated decisions in treatment for wound healing and preliminary work in transcriptomic based classification of wound states. Bio: Marcella M. Gomez is an associate professor at UC Santa Cruz in the department of Applied Mathematics and Associate Dean for Diversity, Equity, and Inclusion for Baskin Engineering. She received her PhD from Caltech in 2015 and a B.S. from UC Berkeley in 2009; both degrees in Mechanical Engineering. Her research interests are in the broad field of bio-control leveraging methods in machine learning and control theory. Applications range from controlling single-cell response to driving complex systems such as wound healing. #modeling #simulation #medicine #healing #trauma #predictivemodeling #datascience #data #woundhealing #biology #bioengineering #systemanalysis #sensing #omics

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Ready to deploy AI faster and safer? Check out how #NVIDIA NeMo Guardrails and #LangChain Templates can help you build safer #LLMs. Read more > https://nvda.ws/4aTZYkM

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Want a preview of what I'm going to be talking about in my keynote for RubyConf? You can catch a glimpse of it here!

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🚀 Join Nvidia's team as a Senior System Software Engineer specializing in Apache Spark! Data scientists rely on you to power through ML experiments. Explore this opportunity in Santa Clara, CA: https://bit.ly/4gn8H2I #gpu #apache #cilium #spark #acceleratedcomputing #restapis #csp #kubernetes #apachespark #rapids #microservices #springboot #kyuubi #zookeeper #gRPC #api #helm #publiccloud #privatecloud #python #scala #databricks #amsemr #gcp #dataproc #azure #synapse #apacheranger #iceberg #deltalake #jupyter #zeppelin #sparkconnect #bitools #pytorch #tensorflow #sparkml #XGBoost For more details, contact [email protected].

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Miss the conversation between Mark Zuckerberg and Jensen Huang at SIGGRAPH? Watch the whole conversation as they dive into the latest advancements in generative AI and open-source software, and explore how these technologies are empowering developers and creators to build new and innovative experiences. #GAI #TheNextComputingPlatforms #opensource #opencompute

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Rong Yan, CTO @ HeyGen, joins the ELC pod to discuss best practices for building an AI-first org! We cover: 🤖 How AI will fundamentally change eng leadership 🤖 Balancing product quality vs. velocity 🤖 Why eng leaders need to prioritize moving fast 🤖 Tips for being a productivity multiplier If you’re looking to make #AI a central focus of your company & harness its capabilities to improve your eng leadership practices, you won’t want to miss this conversation with Rong. 🎧 Listen here: https://lnkd.in/ged7gT2x #EngineeringLeadership #ELC #HeyGen

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Check out the latest in our "Debuggability" blog series! This blog is authored by Kevin Downey Jason Johl and me and talks about how we built a Debuggability Paved Road at Intuit using Ephemeral Containers and Argo Workflows. We'd love to hear your thoughts on the topic. Also, what tools do you build as-a-platform to help debug service, compute and network issues in Kubernetes at scale? #intuit #kubernetes #debug

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Discover our global ecosystem of #NVIDIAInception startups. We support startups at every stage to innovate, build, and grow with special access to: 💡 Technical expertise ✨ Preferred pricing on hardware and software 🚀 Go-to-market support 🤝 Introductions to VCs and customers Take a closer look at how we support startups: NVIDIA for Startups

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Unlock new #generativeAI possibilities with VLM-powered Visual AI Agents, now brought to life by NVIDIA NIM and #NVIDIAMetropolis VIA microservices.

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🧑‍💻🤖 We're rolling out our next-generation custom chips, designed to supercharge AI across Facebook and Instagram. These enhancements mean faster and more accurate ranking and recommendations, improving your experience every day. Dive into how our latest AI innovations are powering better, smarter interactions. #Meta #AI

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Here's how to export a ARRL Field Day Cabrillo log from WSJT-X: https://lnkd.in/gE5HEyVE

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"Females can act like glue within a team, contributing to the overall success the same as men, while injecting a different perspective." - Jian Cheng, Senior Full Stack Developer at Edge Signal. We had the pleasure of speaking with Jian and other female leaders within our ecosystem in celebration of #IWD2024. With 15+ years of software programming experience, Jian is in a unique situation – being a senior developer, female, Chinese, an immigrant, and currently the only female on a small start-up team that is tasked to build an AI-powered edge computing platform, Edge Signal. Read the article to learn more: https://lnkd.in/eUyBJrVg. #tech #femalesintech #womenintech #edgesignal

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Come join us tomorrow in SF to learn more about the latest updates to run AI workloads on Google Cloud!

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How do you build a mixed reality headset from scratch? Alfred J., VP of Hardware Engineering at Reality Labs, recently joined the Meta Tech podcast to take us through the full process of bringing a Quest device from sketch to scale. Listen to episode 68 now! 🎧 bit.ly/3ZUhsKd #LifeAtMeta #engineering

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🆕 New system design interview question breakdown! Design Dropbox or Google Drive. Watch one of our co-founders, Evan, walk step by step through this common question, highlighting exactly what interviewers are looking for from candidates at all levels. https://lnkd.in/g6VmmTwp

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🏥 Neurodiversity inclusion done right: The UC Davis MIND Institute created a vaccine clinic that promoted the wellbeing of neurodiverse patients. Beyond administering vaccines, the clinic sought to help patients of all ages become more familiar medical settings and teach them the skills they would need to thrive in such environments. 🧑‍⚕️ Medical providers received training specific to neurodiverse individuals, their unique support needs, and how to work with families on providing safe and effective care. If every hospital could build off of the success of this clinic to create a welcoming space for patients of all needs, imagine how less scary they could be for people! Huge kudos to the team at UC Davis for their attention to detail and thoughtfulness for the neurodiversity community. News article: https://lnkd.in/gmp7QCHA Full paper: https://lnkd.in/gUP3PddZ

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