Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning

Oliver Lerster Saldanha; Hannah Sophie Muti; Heike I. Grabsch; Rupert Langer; B. Dislich; Meike Kohlruss; Gisela Keller; Marko van Treeck; Katherine Jane Hewitt; Fiona R Kolbinger; Gregory Patrick Veldhuizen; Peter Boor; Sebastian Foersch; Daniel Truhn; Jakob Nikolas Kather

Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning

Oliver Lerster Saldanha
, Hannah Sophie Muti
, Heike I. Grabsch
, Rupert Langer
, B. Dislich
, Meike Kohlruss
, Gisela Keller
, Marko van Treeck
, Katherine Jane Hewitt
, Fiona R Kolbinger
, Gregory Patrick Veldhuizen
, Peter Boor
, Sebastian Foersch
, Daniel Truhn
, Jakob Nikolas Kather

Department of Pathology and Molecular Pathology

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	264-274
Number of pages	11
Journal	Gastric Cancer
Volume	26
Issue number	2
Publication status	Published - Oct 2022

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Fields of science

301101 General pathology
301108 Molecular pathology

Cite this

@article{13b4b1ede6a247ebafa9080bc0db51d7,

title = "Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning",

keywords = "Artificial intelligence, Biomarker, Blockchain, Gastric cancer, Pathology, Swarm learning",

author = "Saldanha, \{Oliver Lerster\} and Muti, \{Hannah Sophie\} and Grabsch, \{Heike I.\} and Rupert Langer and B. Dislich and Meike Kohlruss and Gisela Keller and \{van Treeck\}, Marko and Hewitt, \{Katherine Jane\} and Kolbinger, \{Fiona R\} and Veldhuizen, \{Gregory Patrick\} and Peter Boor and Sebastian Foersch and Daniel Truhn and Kather, \{Jakob Nikolas\}",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s).",

year = "2022",

month = oct,

language = "English",

volume = "26",

pages = "264--274",

journal = "Gastric Cancer",

issn = "1436-3305",

number = "2",

}

TY - JOUR

T1 - Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning

AU - Saldanha, Oliver Lerster

AU - Muti, Hannah Sophie

AU - Grabsch, Heike I.

AU - Langer, Rupert

AU - Dislich, B.

AU - Kohlruss, Meike

AU - Keller, Gisela

AU - van Treeck, Marko

AU - Hewitt, Katherine Jane

AU - Kolbinger, Fiona R

AU - Veldhuizen, Gregory Patrick

AU - Boor, Peter

AU - Foersch, Sebastian

AU - Truhn, Daniel

AU - Kather, Jakob Nikolas

PY - 2022/10

Y1 - 2022/10

KW - Artificial intelligence

KW - Biomarker

KW - Blockchain

KW - Gastric cancer

KW - Pathology

KW - Swarm learning

UR - https://www.scopus.com/pages/publications/85140332811

M3 - Article

C2 - 36264524

SN - 1436-3305

VL - 26

SP - 264

EP - 274

JO - Gastric Cancer

JF - Gastric Cancer

IS - 2

ER -

Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning

UN SDGs

Fields of science

Other files and links

Cite this