Systematic auditing is essential to debiasing machine learning in biology

por Fatma-Elzahraa Eid, Haitham A. Elmarakeby, Yujia Alina Chan, Nadine Fornelos, Mahmoud ElHefnawi, Eliezer M. Van Allen, Lenwood S. Heath, Kasper Lage
Publicado 2021

Genoppi is an open-source software for robust and standardized integration of proteomic and genetic data

por Greta Pintacuda, Frederik H. Lassen, Yu-Han H. Hsu, April Kim, Jacqueline M. Martín, Edyta Malolepsza, Justin K. Lim, Nadine Fornelos, Kevin C. Eggan, Kasper Lage
Publicado 2021

Translating polygenic risk scores for clinical use by estimating the confidence bounds of risk prediction

por Jiangming Sun, Yunpeng Wang, Lasse Folkersen, Yan Borné, Inge Amlien, Alfonso Buil, Marju Orho-Melander, Anders D. Børglum, David M. Hougaard, Regeneron Genetics Center, Olle Melander, Gunnar Engström, Thomas Werge, Kasper Lage
Publicado 2021

Components of genetic associations across 2,138 phenotypes in the UK Biobank highlight adipocyte biology

por Yosuke Tanigawa, Jiehan Li, Johanne M. Justesen, Heiko Horn, Matthew Aguirre, Christopher DeBoever, Chris Chang, Balasubramanian Narasimhan, Kasper Lage, Trevor Hastie, Chong Y. Park, Gill Bejerano, Erik Ingelsson, Manuel A. Rivas
Publicado 2019