Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Tony Hauptmann"'
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-13 (2023)
Abstract Biased population samples pose a prevalent problem in the social sciences. Therefore, we present two novel methods that are based on positive-unlabeled learning to mitigate bias. Both methods leverage auxiliary information from a representat
Externí odkaz:
https://doaj.org/article/c454b045deb842098e12d1734d665fdd
Autor:
Raissa Lerner, Dhanwin Baker, Claudia Schwitter, Sarah Neuhaus, Tony Hauptmann, Julia M. Post, Stefan Kramer, Laura Bindila
Publikováno v:
Nature Communications, Vol 14, Iss 1, Pp 1-20 (2023)
The circulatory lipidome is a valuable source for disease markers, but reliable marker discovery requires continuous development of lipidomic methods for large-scale clinical profiling. Here, the authors present a 4-dimensional lipidomics solution fo
Externí odkaz:
https://doaj.org/article/4a72fa19795646a6a08bccaaa7d37da0
Autor:
Tony Hauptmann, Stefan Kramer
Publikováno v:
BMC Bioinformatics, Vol 24, Iss 1, Pp 1-25 (2023)
Abstract Background Recent years have seen a surge of novel neural network architectures for the integration of multi-omics data for prediction. Most of the architectures include either encoders alone or encoders and decoders, i.e., autoencoders of v
Externí odkaz:
https://doaj.org/article/dcc9ad19cd6c4380aa3d0e45c263156b