A
Andreas Karwath
Researcher at University of Birmingham
Publications - 64
Citations - 1259
Andreas Karwath is an academic researcher from University of Birmingham. The author has contributed to research in topics: Medicine & Computer science. The author has an hindex of 16, co-authored 55 publications receiving 996 citations. Previous affiliations of Andreas Karwath include University of Freiburg & Aberystwyth University.
Papers
More filters
Proceedings ArticleDOI
Large-scale attribute selection using wrappers
TL;DR: This work investigates Linear Forward Selection, a technique to reduce the number of attributes expansions in each forward selection step and shows that this approach is faster, finds smaller subsets and can even increase the accuracy compared to standard forward selection.
Journal ArticleDOI
Collaborative development of predictive toxicology applications
Barry Hardy,Nicki Douglas,Christoph Helma,Micha Rautenberg,Nina Jeliazkova,Vedrin Jeliazkov,Ivelina Nikolova,Romualdo Benigni,Olga Tcheremenskaia,Stefan Kramer,Tobias Girschick,Fabian Buchwald,Jörg Wicker,Andreas Karwath,Martin Gütlein,Andreas Maunz,Haralambos Sarimveis,Georgia Melagraki,Antreas Afantitis,Pantelis Sopasakis,David Gallagher,Vladimir Poroikov,Dmitry Filimonov,Alexey V. Zakharov,Alexey Lagunin,Tatyana A. Gloriozova,Sergey V. Novikov,Natalia Skvortsova,D. S. Druzhilovsky,Sunil Chawla,Indira Ghosh,Surajit Ray,Hitesh Patel,Sylvia Escher +33 more
TL;DR: Because of the extensible nature of the standardised Framework design, barriers of interoperability between applications and content are removed, as the user may combine data, models and validation from multiple sources in a dependable and time-effective way.
Journal ArticleDOI
Evaluation and improvement of the National Early Warning Score (NEWS2) for COVID-19: a multi-hospital study.
Ewan Carr,Rebecca Bendayan,Rebecca Bendayan,Daniel Bean,Daniel Bean,Matt Stammers,Wenjuan Wang,Huayu Zhang,Thomas Searle,Thomas Searle,Zeljko Kraljevic,Anthony Shek,Hang T.T. Phan,Walter Muruet,Rishi K Gupta,Anthony J Shinton,Mike Wyatt,Ting Shi,Xin Zhang,Andrew Pickles,Andrew Pickles,Daniel Stahl,Rosita Zakeri,Rosita Zakeri,Mahdad Noursadeghi,Kevin O'Gallagher,Kevin O'Gallagher,Matt Rogers,Amos Folarin,Andreas Karwath,Andreas Karwath,Kristin Wickstrom,Alvaro Köhn-Luque,Luke T. Slater,Luke T. Slater,Victor Roth Cardoso,Victor Roth Cardoso,Christopher P Bourdeaux,Aleksander Rygh Holten,Simon Ball,Chris McWilliams,Lukasz Roguski,Lukasz Roguski,Florina Borca,James Batchelor,Erik K. Amundsen,Xiaodong Wu,Georgios V. Gkoutos,Jiaxing Sun,Ashwin Pinto,Bruce Guthrie,Cormac Breen,Abdel Douiri,Honghan Wu,Vasa Curcin,James T. Teo,James T. Teo,Ajay M. Shah,Ajay M. Shah,Richard Dobson +59 more
TL;DR: The National Early Warning Score (NEWS2) is currently recommended in the UK for the risk stratification of COVID-19 patients, but little is known about its ability to detect severe cases.
Journal ArticleDOI
The utility of different representations of protein sequence for predicting functional class.
TL;DR: This work investigates the utility of different ways of representing protein sequence in DMP (residue frequencies, phylogeny, predicted structure) using the Escherichia coli genome as a model and finds the most effective way to represent sequence was using phylogeny.
Journal ArticleDOI
Accurate Prediction of Protein Functional Class From Sequence in the Mycobacterium Tuberculosis and Escherichia Coli Genomes Using Data Mining
TL;DR: A novel data‐mining approach to predicting protein functional class from sequence based on a combination of inductive logic programming clustering and rule learning is presented, which gives insight into the evolutionary history of M. tuberculosis and E. coli.