Karsten M. Borgwardt is affiliated with ETH Zurich in Switzerland and has contributed extensively to research across several interconnected fields. Their work spans biochemistry, genetics and molecular biology, medicine, and computer science, with a notable focus on molecular biology, artificial intelligence, epidemiology, genetics, and infectious diseases.
The scientist's research covers a range of topics, including sepsis diagnosis and treatment, machine learning in healthcare, bioinformatics and genomic networks, advanced graph neural networks, bacterial identification and susceptibility testing, gene expression and cancer classification, and genetic associations and epidemiology.
Karsten M. Borgwardt has published in numerous high-profile venues. The most frequent publication outlets include arXiv (Cornell University), bioRxiv (Cold Spring Harbor Laboratory), Bioinformatics, Nature Communications, and Faculty Opinions - Post-Publication Peer Review of the Biomedical Literature.
Coauthor collaborations have been significant in their research, with frequent collaborators including Bastian Rieck, Dexiong Chen, Max Horn, Michael Moor, and Adrian Egli.
Selected recent papers by Karsten M. Borgwardt include:
Arthur Gretton;Karsten M. Borgwardt;Malte J. Rasch;Bernhard Schölkopf
Arthur Gretton;Karsten M. Borgwardt;Malte Rasch;Bernhard Schölkopf
Jiayuan Huang;Arthur Gretton;Karsten M. Borgwardt;Bernhard Schölkopf
Nino Shervashidze;Pascal Schweitzer;Erik Jan van Leeuwen;Kurt Mehlhorn
Karsten M. Borgwardt;Arthur Gretton;Malte J. Rasch;Hans-Peter Kriegel
Karsten M. Borgwardt;Cheng Soon Ong;Stefan Schönauer;S. V. N. Vishwanathan
S. V. N. Vishwanathan;Nicol N. Schraudolph;Risi Kondor;Karsten M. Borgwardt
K.M. Borgwardt;H.P. Kriegel
Nino Sherashidze;S. V. N. Vishwanathan;Tobias H. Petri;Kurt Mehlhorn
J Huang;AJ Smola;A Gretton;KM Borgwardt
A Gretton;AJ Smola;J Huang;M Schmittfull
Le Song;Alex Smola;Arthur Gretton;Justin Bedo
Le Song;Alex Smola;Arthur Gretton;Karsten M. Borgwardt
Oliver P. Windram;Priyadharshini Madhou;Stuart McHattie;Claire Hill
Dominik G. Grimm;Dominik G. Grimm;Dominik G. Grimm;Chloé-Agathe Azencott;Fabian Aicheler;Fabian Aicheler;Udo Gieraths
Stephanie L. Hyland;Martin Faltys;Matthias Hüser;Matthias Hüser;Xinrui Lyu;Xinrui Lyu
Nino Shervashidze;Karsten M. Borgwardt
Hans-Peter Kriegel;Karsten M. Borgwardt;Peer Kröger;Alexey Pryakhin
Giulia Muzio;Leslie O'Bray;Karsten M. Borgwardt
Karsten M. Borgwardt;Nicol N. Schraudolph;S.v.n. Vishwanathan
C. Hubler;H.-P. Kriegel;K. Borgwardt;Z. Ghahramani
O Stegle;KM Borgwardt
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