Publications

David Nam, Julius Chapiro, Valerie Paradis, Tobias Paul Seraphin, und Jakob Nikolas Kather. Artificial intelligence in liver diseases: Improving diagnostics, prognostics and response prediction. JHEP Rep., (4)4:100443, Elsevier BV, April 2022. [PUMA: AI, Artificial CNN, Communications DICOM, Diagnosis; Digital HCC, Imaging Individual ML, MVI, Medicine; NAFLD, NASH, Prognosis Reporting TACE, TRIPOD, Transparent WSIs, a and artificial carcinoma; chemoembolisation; convolutional data deep diagnostic disease; fatty for hepatocellular images; imaging; in integration intelligence; invasion; learning; liver machine microvascular model multimodal multivariable network; neural non-alcoholic of or prediction slide steatohepatitis; support system; transarterial whole]

Adam Nunn, Christian Otto, Peter F Stadler, und David Langenberger. Comprehensive benchmarking of software for mapping whole genome bisulfite data: from read alignment to DNA methylation analysis. Brief. Bioinform., (22)5Oxford University Press (OUP), September 2021. [PUMA: DNA WGBS benchmark; bisulfite epigenetics; genome mapping methylation; non-model plants; sequencing software; whole]

Qinghe Zeng, Christophe Klein, Stefano Caruso, Pascale Maille, Narmin Ghaffari Laleh, Daniele Sommacale, Alexis Laurent, Giuliana Amaddeo, David Gentien, Audrey Rapinat, Hélène Regnault, Cécile Charpy, Cong Trung Nguyen, Christophe Tournigand, Raffaele Brustia, Jean Michel Pawlotsky, Jakob Nikolas Kather, Maria Chiara Maiuri, Nicolas Loménie, und Julien Calderaro. Artificial intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology. J. Hepatol., (77)1:116--127, Elsevier BV, Juli 2022. [PUMA: artificial deep gene image immune intelligence; learning; pathology; signatures; slide whole]

A D Lokits, H Indrischek, J Meiler, H E Hamm, und P F Stadler. Tracing the evolution of the heterotrimeric G protein $\alpha$ subunit in Metazoa. BMC Evol. Biol., (18)1:51, April 2018. [PUMA: Evolution; G Genome Heterotrimeric Orthology; Paralog; Whole annotation; coupled duplication genome protein protein; receptors; topic_lifescience]