Sign up to save your podcasts
Or
Share Data & Science with Glen Wright Colopy
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
Data & Science with Glen Wright Colopy
Data & Science with Glen Wright Colopy episodes
- S01 Episode 17 with Xinyi Li Part 2: Big Data Squared - Combining Brain Imaging and Genomics for Alzheimer’s Studies
Working with brain imaging data, Xinyi has a lot of cool figures to show off in her technical presentation. She walks us through the image-on-scalar regression model and how it is used to infer a personalized “baseline” brain image along with the effects of different cognitive diagnoses.
39 min - S01 Episode 17 with Xinyi Li Part 1: Big Data Squared - Combining Brain Imaging and Genomics for Alzheimer’s Studies
Xinyi continues the conversation on precision medicine research at SAMSI. Xinyi describes the challenges of combining genomic data with imaging data for modelling Alzheimer’s with the goal to supplement subjective diagnosis criteria with the more objective biomarkers.
26 min - S01 Episode 16 with John Nardini Part 2: Machine Learning and Mathematical Modeling of Wound Healing
John is back to show the how machine learning can vastly speed up the selection of mathematical models. His presentation provides great visual intuition on how machine learning methods can help select mathematical models, even as measurement noise increases. It’s a huge improvement over selecting models by hand!
24 min - S01 Episode 16 with John Nardini Part 1: Machine Learning and Mathematical Modeling of Wound Healing
John discusses his work in the precision medicine program at the Statistical and Applied Mathematical Sciences Institute (SAMSI) to model wound healing. He describes the physiological mechanisms of wound healing and how to select a applications that are appropriate for mathematical modelling.
35 min - S01 Episode 15 with Rita Hendricusdottir: Oxford Global Guidance to Navigate Medical Device Regulations
Rita Hendricusdottir (Department of Engineering Science, University of Oxford) show cases a new tool to help innovators quickly assess the regulatory buden of their medical devices. From answering the simple question of “Is my invention a medical device?” to the complex considerations for “which classification is my device?” the Oxford Global Guidance tool is designed to facilitate this initial evaluation.
13 min - S01 Episode 14 Part 2 with Mike McArdle: Virtual and Augmented Reality for Medical Training
Mike McArdle, co-founder and Chief Product Officer at Lucid Dream VR, is back to walk us through applications of VR that helps clinicians train for rare events and better understand the patient’s experience.
23 min - S01 Episode 14 Part 1 with Mike McArdle: Virtual and Augmented Reality for the Life Sciences
Mike McArdle, co-founder and Chief Product Officer at Lucid Dream VR, breaks down the key technological factors that have led to the rapid increase in VR and AR solutions for the life sciences. He then walks us through two products helping companies and hospitals to accelerate training and talent development on their staff.
28 min - Early Career Services in Statistics and Data Science - Wendy Martinez @Pod of Asclepius
Hear about new episodes as they come out by joining our mail list: https://www.podofasclepius.com/mail-list
You can find the Virtual Undergraduate Career Fair here: https://ww2.amstat.org/virtualcareerservice/
11 min - S01 Ep13 with Stephanie Hicks: Data Science Education and the upcoming tracks at SDSS 2020
A mini-epsidoe with (fellow data science podcaster) Stephanie Hicks. Stephanie highlights the keynote speakers at SDSS 2020 along with the conference themes.
Stephanie will be returning in a few weeks to discuss her own research at the nexus of data science, genomics, and public health.
13 min - S01 Episode 12 with Paul Elbers: AmsterdamUMCdb, Europe’s first open ICU database
It’s not everyday that medical researchers give the world access to 13+ years of dense, high-quality critical care data. Intensivist Paul Elbers describes the data set along with the clinical priorities in collecting the data. Paul covers a range of topics including protecting the patients’ interests and anonymity, a clinician’s priorities when selecting clinical performance metrics, and the stages of validating predictive algorithms up to the stage of an RTC. The work done to create AmsterdamUMCdb is an incredible feat and a huge boon to the medical science profession.
53 min
About Data & Science with Glen Wright Colopy
From the publisher's feed
Data and Science with Glen Wright Colopy is a podcast covering critical scientific reasoning, particularly from a data science / machine learning / statistics perspective. Episodes typically focus on understanding of how to be better scientists and critical thinkers for the practical purpose of being a better data scientists.
Previously called: ”Pod of Asclepius”