Intro to Deep Learning in Medicine • Allen Day • GOTO 2018
2,086 views · Published 9 October 2018 · 53:06 · Indexed 4 November 2026
Channel: GOTO Conferences · 2018 · Science & Technology
This presentation was recorded at GOTO Amsterdam 2018. #gotocon #gotoams http://gotoams.nl Allen Day - Developer Advocate at Google ORIGINAL TALK TITLE Deep Learning in Medicine: An Introduction and Applications to Next-generation Sequencing and Disease Diagnostics ABSTRACT Deep learning has enabled dramatic advances in image recognition performance. In this talk I will discuss using a deep convolutional neural network to detect genetic variation in aligned next-generation sequencing human read data. Our method, called DeepVariant, both outperforms existing genotyping tools and generalizes across genome builds and even to other species. DeepVariant represents a significant step from expert-driven statistical [...] Read the full abstract here: https://gotoams.nl/2018/sessions/436 https://twitter.com/gotoamst https://www.facebook.com/GOTOConference http://gotocon.com #DeepLearning #MarchineLearning #ML #NeuralNetworks Looking for a unique learning experience? Attend the next GOTO Conference near you! Get your ticket at http://gotocon.com SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1
More from this channel
-
21:24
Jeff Sutherland & Ken Schwaber at ESE Conference Part II • GOTO 2011
-
51:03
Mature Legacy Seeking New Technology: Extracting Gold from Legacy Code • Dave Thomas • GOTO 2011
-
39:32
Reasons Node.js Submissions Get Rejected by SoundCloud • Phil Calçado • GOTO 2012
-
31:56
Engineering Culture • Alexander Grosse • GOTO 2012
-
2:30
Interview with Brian LeRoux • GOTO 2012
-
5:29
Interview with Simon Brown • GOTO 2012
-
19:00
Interview with Rich Hickey • GOTO 2012
-
23:48
Interview with Don Reinertsen • GOTO 2012