Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
Trained Model for Breast Cancer Screening
Search
Kira McLean
July 16, 2016
80
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Trained Model for Breast Cancer Screening
Work we did for the dream challenge hackathon in July 2016.
Kira McLean
July 16, 2016
More Decks by Kira McLean
See All by Kira McLean
Software for the internet
kiramclean
0
36
Women in tech
kiramclean
0
92
Featured
See All Featured
Jamie Indigo - Trashchat’s Guide to Black Boxes: Technical SEO Tactics for LLMs
techseoconnect
PRO
0
700
Fashionably flexible responsive web design (full day workshop)
malarkey
409
67k
Faster Mobile Websites
deanohume
310
32k
Designing Powerful Visuals for Engaging Learning
tmiket
1
600
Imperfection Machines: The Place of Print at Facebook
scottboms
270
14k
Getting science done with accelerated Python computing platforms
jacobtomlinson
2
520
Scaling GitHub
holman
464
140k
Large-scale JavaScript Application Architecture
addyosmani
516
110k
SEO in 2025: How to Prepare for the Future of Search
ipullrank
3
3.9k
Mozcon NYC 2025: Stop Losing SEO Traffic
samtorres
1
570
Docker and Python
trallard
47
4.2k
Paper Plane
katiecoart
PRO
4
54k
Transcript
Trained Model for Breast Cancer Screening @kiraemclean @rebagliatte @tahirinadia @alexisblanchetcohen
DREAM Challenge http://bit.ly/290GBre
The Dataset image meta data exam meta data DICOM images
image filename, image view results for each view images and embedded patient meta data
DICOM Format Standard for medical images
Image Views
Machine Learning To the rescue
None
Neural Networks Train a model by providing it with input
and its desired output
None
Tools in Ruby?
ruby-dicom
ruby-fann
Let’s see some code!
Train
Test
Output Sample
Made friends + Learned a whole bunch of stuff
Made friends + Learned a whole bunch of stuff
Made friends + Learned a whole bunch of stuff
Thanks! @kiraemclean @rebagliatte @tahirinadia @alexisblanchetcohen