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Andreas Karwath
Andreas Karwath
Associate Professor, Deputy Programme Director Health Data Science, University of Birmingham, UK
Verified email at bham.ac.uk
Title
Cited by
Cited by
Year
Large-scale attribute selection using wrappers
M Gutlein, E Frank, M Hall, A Karwath
2009 IEEE symposium on computational intelligence and data mining, 332-339, 2009
3132009
Evaluation and improvement of the National Early Warning Score (NEWS2) for COVID-19: a multi-hospital study
E Carr, R Bendayan, D Bean, M Stammers, W Wang, H Zhang, T Searle, ...
BMC medicine 19 (1), 1-16, 2021
1442021
Collaborative development of predictive toxicology applications
B Hardy, N Douglas, C Helma, M Rautenberg, N Jeliazkova, V Jeliazkov, ...
Journal of cheminformatics 2 (1), 1-29, 2010
1312010
The utility of different representations of protein sequence for predicting functional class
RD King, A Karwath, A Clare, L Dehaspe
Bioinformatics 17 (5), 445-454, 2001
1132001
The utility of different representations of protein sequence for predicting functional class
RD King, A Karwath, A Clare, L Dehaspe
Bioinformatics 17 (5), 445-454, 2001
1112001
Inflammation and brain structure in schizophrenia and other neuropsychiatric disorders: a Mendelian randomization study
JA Williams, S Burgess, J Suckling, PA Lalousis, F Batool, SL Griffiths, ...
JAMA psychiatry 79 (5), 498-507, 2022
932022
Accurate prediction of protein functional class from sequence in the Mycobacterium tuberculosis and Escherichia coli genomes using data mining
RD King, A Karwath, A Clare, L Dehaspe
Yeast 1 (4), 283-293, 2000
922000
Accurate prediction of protein functional class from sequence in the Mycobacterium tuberculosis and Escherichia coli genomes using data mining
RD King, A Karwath, A Clare, L Dehaspe
Yeast 1 (4), 283-293, 2000
922000
Redefining β-blocker response in heart failure patients with sinus rhythm and atrial fibrillation: a machine learning cluster analysis
A Karwath, KV Bunting, SK Gill, O Tica, S Pendleton, F Aziz, AD Barsky, ...
The Lancet 398 (10309), 1427-1435, 2021
622021
Genome scale prediction of protein functional class from sequence using data mining
RD King, A Karwath, A Clare, L Dephaspe
Proceedings of the sixth ACM SIGKDD international conference on Knowledge …, 2000
592000
CheS-Mapper-chemical space mapping and visualization in 3D
M Gütlein, A Karwath, S Kramer
Journal of cheminformatics 4 (1), 1-16, 2012
562012
Functional bioinformatics for Arabidopsis thaliana
A Clare, A Karwath, H Ougham, RD King
Bioinformatics 22 (9), 1130-1136, 2006
552006
Pairwise learning to rank by neural networks revisited: Reconstruction, theoretical analysis and practical performance
M Köppel, A Segner, M Wagener, L Pensel, A Karwath, S Kramer
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020
522020
A large‐scale empirical evaluation of cross‐validation and external test set validation in (Q) SAR
M Gütlein, C Helma, A Karwath, S Kramer
Molecular Informatics 32 (5‐6), 516-528, 2013
512013
Activity-based estimation of human trajectories
S Grzonka, A Karwath, F Dijoux, W Burgard
IEEE Transactions on robotics 28 (1), 234-245, 2011
492011
SMIREP: predicting chemical activity from SMILES
A Karwath, L De Raedt
Journal of chemical information and modeling 46 (6), 2432-2444, 2006
482006
Mapping indoor environments based on human activity
S Grzonka, F Dijoux, A Karwath, W Burgard
2010 IEEE International Conference on Robotics and Automation, 476-481, 2010
432010
Homology induction: the use of machine learning to improve sequence similarity searches
A Karwath, RD King
BMC bioinformatics 3 (1), 1-13, 2002
412002
Boosting relational sequence alignments
A Karwath, K Kersting, N Landwehr
2008 Eighth IEEE International Conference on Data Mining, 857-862, 2008
282008
Ontology-based prediction of cancer driver genes
RH Sara Althubaiti, Andreas Karwath, Ashraf Dallol, Adeeb Noor, Shadi Salem ...
Scientific Reports 9 (1), 2019
262019
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