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MeetUp “Cancer classifications with computer vision”

Took place
18 November (Monday)
Time
19:15 — 21:15
Place
Kyiv, 3 Lva Tolstoho Street Chasopys co-working
Price
Free, besides chasopys entrance fees
Attendees

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Your Cancer &Data Science Club is back with a new event!

Computer Vision has great applications for cancer tissue classifications and diagnostics.

Recently, a preprint by @EMBL-BI went viral on Twitter, and we will try to understand what this fuss is about:
twitter.com/...​/1187970355664707589?s=20

They trained a deep convolutional neural net in cancer histopathology *and* genomics using 14M images from 17k H&E slides across 28 cancer types. The outcome is stunning

Key points:

— Pan-cancer computational histopathology analysis with deep learning extracts histopathological patterns and accurately discriminates 28 cancer and 14 normal tissue types
— Computational histopathology predicts whole genome duplications, focal amplifications and deletions, as well as driver gene mutations
— Wide-spread correlations with gene expression indicative of immune infiltration and proliferation
— Prognostic information augments conventional grading and histopathology subtyping in the majority of cancers

Speaker: Вячеслав Попіка, data scientist

Discussant: Mostafa Benhenda, data scientist

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