JuliaCon 2020 with Jane Herriman - Pod of Asclepius

FromData & Science with Glen Wright Colopy

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JuliaCon 2020 with Jane Herriman - Pod of Asclepius

FromData & Science with Glen Wright Colopy

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Length:

16 minutes

Released:

Jul 9, 2020

Format:

Podcast episode

Released:

Jul 9, 2020

Format:

Podcast episode

Titles in the series (88)

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”

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S00 Ep01 Pt 1: Gaussian Processes for Identifying the Deteriorating Patient: Part 1 of a two part episode with yours truly, discussing personalized probabilistic patient monitoring. In this part Glen talks about Gaussian Processes for Identifying the Deteriorating Patient. The second part of this 2 part episode will describe a n... by Data & Science with Glen Wright Colopy
40 min listen
S00 Ep03 Pt03 with Martin Ho and Greg Maislin: The MDD Idea Exchange and Bayesian p-values: Part 3 of a three part episode with Martin Ho and Greg Maislin, talking about the ASA Section on Medical Devices and Diagnostics (MDD). This part discusses the MDD Idea Exchange and Bayesian p-values. The other two parts of this episodes cover: Part 1: ... by Data & Science with Glen Wright Colopy
33 min listen
S01 Ep01 with Jeroen Bergmann and Daniel Mogefors: Needs-led Innovation at Oxford University: Originally developed in the Stanford biodesign ecosystem, the “needs-led” approach to healthtech innovation has rapidly become a key philosophy for those wanting to develop a viable healthcare solution. Prof. Jeroen Bergmann and Daniel Mogefors from the ... by Data & Science with Glen Wright Colopy
23 min listen
S00 Ep04 Pt 2 with Allison Meisner: Technical Deep-dive Into Optimizing Bespoke Clinical Models: This is Part 2 of a two-part episode in which Allison treats the audience to a technical deep-dive into optimizing bespoke clinical models. In Part 1 of the episode Allison talked about her background, research interests and the research that earned her ... by Data & Science with Glen Wright Colopy
23 min listen
JuliaCon 2020 with Jane Herriman - Pod of Asclepius by Data & Science with Glen Wright Colopy
16 min listen
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 scie... by Data & Science with Glen Wright Colopy
12 min listen
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. by Data & Science with Glen Wright Colopy
22 min listen
S01 Ep02 with Niven Narain: Berg Health’s Data Platforms and Pharmaceutical Innovation: Niven Narain, CEO of Berg Health, discusses creating value through data platforms and AI in the pharmaceutical industry. by Data & Science with Glen Wright Colopy
16 min listen
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/ by Data & Science with Glen Wright Colopy
11 min listen
S00 Ep00 with Glen Wright Colopy: Welcome and hello!: Welcome and hello! Glen introduces the podcast, himself, and what’s going on! by Data & Science with Glen Wright Colopy
15 min listen
S00 Ep03 Pt2 with Martin Ho and Greg Maislin: Bayesian Methods and Digital Health Initiatives: Part 2 of a three part episode with Martin Ho and Greg Maislin, talking about the ASA Section on Medical Devices and Diagnostics (MDD). This part discusses Bayesian Methods and Digital Health Initiatives. The other two parts of this episodes cover: Part... by Data & Science with Glen Wright Colopy
26 min listen
S01 Ep06 with Rob Scott: What are a Clinician’s Priorities for Data-Driven Medicine?: Rob Scott, Chief Medical Officer at AbbVie, discusses the importance of a clinician’s perspective for keeping clinical trial development focussed on the patients. Rob talks about how the role of a Chief Medical Officer changes between a large pharma comp... by Data & Science with Glen Wright Colopy
27 min listen
S00 Ep01 Pt2: A Nifty Statistical Approach to Vital-Sign Artefact Detection: This episode is Part 2 of a two part episode with yours truly, discussing personalized probabilistic patient monitoring. In this part, Glen describes a nifty statistical approach to vital-sign artefact detection. In the first part of this 2 part episode,... by Data & Science with Glen Wright Colopy
35 min listen
S01 Ep00 with Glen Wright Colopy: What’s ahead for Q1 of 2020?: We’ve got a great lineup of speakers on deck. A quick explanation of who is coming on and why Glen has organized the episodes this way. by Data & Science with Glen Wright Colopy
7 min listen
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 topi... by Data & Science with Glen Wright Colopy
53 min listen
S01 Ep03 with Nick de Pennington: Ufonia’s Automated Patient Phone Screening: Neurosurgeon and entrepreneur Nick de Pennington talks about the importance of automating clinical tasks to help doctors focus on the most challenging cases. by Data & Science with Glen Wright Colopy
31 min listen
S01 Ep04 with Eric Stephens: Hospital Analytics & CSP 2020: Eric Stephens, Chief Analytics Officer at Nashville General Hospital, talks about building analytics capacities in the hospital setting and how hospitals select their priorities for new analytics projects. Then he discusses the cool events coming up at C... by Data & Science with Glen Wright Colopy
28 min listen
Are Challenge Trials Ethical for COVID-19? with Richard Yetter Chappell @Pod of Asclepius by Data & Science with Glen Wright Colopy
34 min listen
S01 Ep10 with David Madigan and Demissie Alemayehu: Risks and Opportunities of AI in Clinical Drug Development: There are many places in which ML/AI methods can be of benefit to pharmaceutical research (several have already been covered on the show). David and Demissie explain where AI can fit in to in vivo studies, which carries it’s own benefits, but also with h... by Data & Science with Glen Wright Colopy
54 min listen
S00 Ep03 with Martin Ho and Greg Maislin Pt 1: MDD Section Activities: Part 1 of a three part episode with Martin Ho and Greg Maislin, talking about the ASA Section on Medical Devices and Diagnostics (MDD). This part discusses the MDD Section Activities. The other two parts of this episodes will cover: Part 2: Bayesian ... by Data & Science with Glen Wright Colopy
20 min listen
S00 Ep04 Pt 1 with Allison Meisner: Winning the ASA Student Paper Competition and Research Overview: S00 Ep04 Pt01 with Allison Meisner: Predictive Models in Kidney Injury This is Part 1 of a two-part episode in which Allison talks about her background, research interests and the research that earned her a win in the ASA Student Paper Competition in 201... by Data & Science with Glen Wright Colopy
25 min listen
S01 Ep05 with Gajanan Bhat and Xinping Cui: Leveraging Data for Clinical Development & the OC Biostatistics Symposium: Gajanan Bhat and Xinping Cui discuss the major themes of data science in clinical drug and device development. by Data & Science with Glen Wright Colopy
30 min listen
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 ... by Data & Science with Glen Wright Colopy
27 min listen
S01 Ep08 with Dana Al Sulaiman: Engineering Sensing Platforms for Biomarker Detection: Dana al Sulaimen’s (MIT) work runs the gamut of biomedical engineering areas. She gives a great presentation on the clinical motivation for her work, engineering sensing platforms, and data analysis. Definitely watch the video for this one for some excel... by Data & Science with Glen Wright Colopy
38 min listen
S01 Ep07 with Shane Burns: Data Platforms to Monitor Animal Health: The episode of milk and honey. Shane shows us some of the real-time data analytics platforms that track the health of dairy cows and honey bees. by Data & Science with Glen Wright Colopy
25 min listen
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 increa... by Data & Science with Glen Wright Colopy
24 min listen
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... by Data & Science with Glen Wright Colopy
39 min listen
NC ASA Chapter: Plenty of Online Activities! @Pod of Asclepius: Amy Shi (SAS), Emily Griffith (North Carolina State University), and Elizabeth Mannshardt (EPA) discuss the many activities of the North Carolina Chapter of the American Statistical Association, including a lot of online activities that can be enjoyed ev... by Data & Science with Glen Wright Colopy
40 min listen
RelationalAI: Building a Knowledge Graph Database with Julia | Nathan Daly and Molham Aref@POd of Asclepius: Molham Aref and Nathan Daly describe their experience using Julia to build a next-generation knowledge graph database that combines reasoning and learning to solve problems that have historically been intractable. They explain how Julia's unique features... by Data & Science with Glen Wright Colopy
41 min listen
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 ... by Data & Science with Glen Wright Colopy
34 min listen

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Keith O’Rourke | The Logic of Statistics: Keith O'Rourke | The Logic of Statistics Dr. Keith O'Rourke talks about the logical reasoning behind statistical modeling. Topics include mathematical vs scientific reasoning, whether science has become too stats focused, and vice versa. Watch it on...Yo... by Data & Science with Glen Wright Colopy
73 min listen
Jack Fitzsimons | Evil Models: Hiding Malware in Neural Networks: Jack Fitzsimons | Evil Models: Hiding Malware in Neural Networks Did you know that it's possible to hide malware in neural networks? Actually, you can hide malware in many statistical models. This is the subject of two recently-published papers (aptly ti... by Data & Science with Glen Wright Colopy
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Scott Cunningham | Causal Inference (The Mixtape): Scott Cunningham | Causal Inference (The Mixtape)Scott Cunningham (Baylor University) discusses the ideas of his book "Causal Inference: The Mixtape". Topics include trusting inference in the absence of counterfactuals and the challenges of apply scienti... by Data & Science with Glen Wright Colopy
81 min listen
Eric Daza | Important Ideas in Causal Inference: Eric Daza | Important Ideas in Causal Inference YouTube: https://youtu.be/K5nsSMJVIT0 Andrew Gelman and Aki Vehtari wrote a paper titled, "What are the most important statistical ideas of the past 50 years?". The first idea in the list is "counterfactual... by Data & Science with Glen Wright Colopy
84 min listen
Wenting Cheng & Weidong Zhang | Advances in Biotech/Biopharma: Wenting and Weidong discuss how the statistical challenges in the biopharm industry have proliferated with the unique demands of biotech and related life science industries. by Data & Science with Glen Wright Colopy
35 min listen
Ruda Zhang | Gaussian Process Subspace Regression: Ruda Zhang | Gaussian Process Subspace Regression Ruda Zhang (Duke University) walks us through "Gaussian Process Subspace Regression for Model Reduction" by Zhang, Mak, and Dunson. To keep the topic interesting for both the early career & advanced audie... by Data & Science with Glen Wright Colopy
69 min listen
Ruda Zhang | Math-Science Duality: Ruda Zhang | Math-Science Duality Watch it on...Youtube: https://youtu.be/GoDwen-RGZgPodbean: https://dataandsciencepodcast.podbean.com/e/ruda-zhang-math-science-duality/ Statistics is thought to reside at the interface of science and mathematics. Ruda Z... by Data & Science with Glen Wright Colopy
83 min listen
Simon Mak | Integrating Science into Stats Models: Simon Mak | Integrating Science into Stats Models#statistics #science #ai It’s a common dictum that statisticians need to incorporate domain knowledge into their modeling and the interpretation of their results. But how deeply can scientific principles b... by Data & Science with Glen Wright Colopy
79 min listen
Martin Goodson | Practical Data Science & The UK’s AI Roadmap: Martin Goodson | Practical Data Science & The UK's AI Roadmap #ai #datascience #startups Martin Goodson (Evolution AI) describes the key aspects of the UK's AI Roadmap & responses to the document by members of the Royal Statistical Society. In particular... by Data & Science with Glen Wright Colopy
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Jack Fitzsimons | Data Security, Privacy, & Artificial Intelligence: Dr. Jack Fitzsimons (Oblivious AI) gives a high-level introduction to the technologies that can either exploit or protect your data privacy. If you'd like to survey the landscape of data privacy-preserving technologies (from someone who's building the te... by Data & Science with Glen Wright Colopy
74 min listen
Chris Tosh | The piranha problem in statistics: The piranha problem (too many large, independent effect sizes influence the same outcome) has received some attention on Andrew Gelman’s blog. But now it’s a paper! Chris Tosh (Memorial Sloan Kettering) talks about multiple views of the piranha problem ... by Data & Science with Glen Wright Colopy
70 min listen
Chris Holmes | AI, Digital Health, & The Alan Turing Institute: Chris Holmes is Professor of Biostatistics at the University of Oxford and Programme Director for Health and Medical Sciences at The Alan Turing Institute. Chris’ research interests include Bayesian nonparametrics (which is the right kind of nonparametri... by Data & Science with Glen Wright Colopy
64 min listen
Philosophy of Data Science | Deborah Mayo | Revolutions, Reforms, and Severe Testing in Statistical Thinking: Philosophy of Data Science Series Keynote with Deborah MayoEpisode 1: Revolutions, Reforms, and Severe Testing in Statistical Thinking In the first keynote of the Philosophy of Data Science Series we have a 2-part interview with Deborah Mayo (Virginia Te... by Data & Science with Glen Wright Colopy
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Charlotte Deane | Bioinformatics, Deepmind’s AlphaFold 2, and Llamas: Charlotte Deane | Bioinformatics, Deepmind's AlphaFold 2, and Llamas#datascience #ai Charlotte Deane (Oxford University) talks about statistical approaches to bioinformatics, the evolution of Google Deepmind's AlphaFold 2 & its place in protein informati... by Data & Science with Glen Wright Colopy
77 min listen
Eric Schwitzgebel | Consciousness, Zombies, & First Person Data | Philosophy of Data Science: The philosophical community continuously aims to reconcile differing views on first person data and the consciousness of the mind. Is it possible to live without consciousness? Can one conceive thoughts without matching images to them? In this episode, E... by Data & Science with Glen Wright Colopy
73 min listen
Starting a Statistics Consultancy | Janet Wittes: Starting a Statistics Consultancy | Janet Wittes The following interview was a keynote fireside chat with Janet Wittes (Statistics Collaborative, Inc.) titled "Statisticians as Entrepreneurs". It was recorded for the BBSW 2021 Conference (Nov 3 - 5 in Fo... by Data & Science with Glen Wright Colopy
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56 min listen
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JuliaCon 2020 with Jane Herriman - Pod of Asclepius

JuliaCon 2020 with Jane Herriman - Pod of Asclepius

Titles in the series (88)

More Episodes from Data & Science with Glen Wright Colopy

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