In this episode I'm joined by Prashant Warier, CEO and Co-Founder of Qure.ai, a company building AI-powered software for radiology.
In our conversation, Prashant and I discuss the company’s work building products for interpreting head CT scans and chest x-rays. Prashant shares with us some great insights into some of the things he and his team have learned in bringing a commercial product to market in this space, including what the gap between academic research papers and commercially viable software, the challenge of data acquisition and how to best capitalize on what data you have access, and much more. We also touch on the application of transfer learning in this space, and the algorithms and annotation pipelines they’ve developed to support 3D scans.
For the complete show notes, visit https://twimlai.com/talk/165.
Automated Model Tuning with SigOpt - #324
Automated Machine Learning with Erez Barak - #323
Responsible AI in Practice with Sarah Bird - #322
Enterprise Readiness, MLOps and Lifecycle Management with Jordan Edwards - #321
DevOps for ML with Dotscience - #320
Building an Autonomous Knowledge Graph with Mike Tung - #319
The Next Generation of Self-Driving Engineers with Aaron Ma - Talk #318
Spiking Neural Networks: A Primer with Terrence Sejnowski - #317
Bridging the Patient-Physician Gap with ML and Expert Systems w/ Xavier Amatriain - #316
What Does it Mean for a Machine to "Understand"? with Thomas Dietterich - #315
Scaling TensorFlow at LinkedIn with Jonathan Hung - #314
Machine Learning at GitHub with Omoju Miller - #313
Using AI to Diagnose and Treat Neurological Disorders with Archana Venkataraman - #312
Deep Learning for Earthquake Aftershock Patterns with Phoebe DeVries & Brendan Meade - #311
Live from TWIMLcon! Operationalizing Responsible AI - #310
Live from TWIMLcon! Scaling ML in the Traditional Enterprise - #309
Live from TWIMLcon! Culture & Organization for Effective ML at Scale (Panel) - #308
Live from TWIMLcon! Use-Case Driven ML Platforms with Franziska Bell - #307
Live from TWIMLcon! Operationalizing ML at Scale with Hussein Mehanna - #306
Live from TWIMLcon! Encoding Company Culture in Applied AI Systems - #305
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