TITLE: "Detection of Symptoms of Depression Using Data From the iPhone and Apple Watch." ABSTRACT: Digital health data from consumer wearable devices and smartphones have the potential to improve our understanding of mental illness. However, in conditions like depression, there is not yet a consistent uniform measurement tool whose result can be reliably used as […]
TITLE: "ChatGPT for Clinical Informatics: what can LLMs do now for Health AI?” Hosted by William Hsu for Medical Informatics
12pm: Emily Maciejewski (Ernst), Grad Student, Computer Science TITLE: “Cross-species and tissue imputation of species-level DNA methylation samples” ABSTRACT: DNA methylation data is highly informative to study a variety of aspects of mammalian biology. The availability of such data for many mammals at conserved sites was recently vastly enhanced by the development and large-scale application […]
This workshop will cover the basic principles involved in the applications mentioned above, such as pattern recognition, linear and non-linear regression and cluster analysis. The workshop will be oriented towards hands-on activities, starting from the basics of how to load and prepare biological datasets in a Python environment.
TITLE: "Multimodal deep learning models for thyroid cancer detection” Hosted by William Hsu for Medical Informatics and UCLA JCCC.
TITLE: "Pharmacogenomic variation in ancient humans and implications for human health" Hosted by Jenny Papp for Genetics & Genomics
The analysis of imaging datasets is both exciting and challenging. New and increasingly powerful techniques try to maximize the information derived from multi-dimensional imaging datasets. Yet, every dataset can be a unique analysis challenge, and packages may not always work out-of-the-box. In this workshop, we will explore some popular computational tools to extract quantitative information […]
TITLE: "Advancing Genomic Medicine through Global Collaboration” Hosted by Sulagna Saitta for Genetics & Genomics
TITLE: "Linking variants to function with powerful multivariate approaches” Hosted by Brunilda Balliu for Bioinformatics
TITLE: "Signal recovery in single cell data integration" Hosted Jingyi Jessica Li for Bioinformatics
