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Dominik Heider
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GALAD score detects early hepatocellular carcinoma in an international cohort of patients with nonalcoholic steatohepatitis
J Best, LP Bechmann, JP Sowa, S Sydor, A Dechêne, K Pflanz, S Bedreli, ...
Clinical Gastroenterology and Hepatology 18 (3), 728-735. e4, 2020
2252020
DNA-based watermarks using the DNA-Crypt algorithm
D Heider, A Barnekow
BMC bioinformatics 8 (1), 176, 2007
2062007
A combination of α-fetoprotein and des-γ-carboxy prothrombin is superior in detection of hepatocellular carcinoma
JM Ertle, D Heider, M Wichert, B Keller, R Kueper, P Hilgard, G Gerken, ...
Digestion 87 (2), 121-131, 2013
1702013
Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research
F Hufsky, K Lamkiewicz, A Almeida, A Aouacheria, C Arighi, A Bateman, ...
Briefings in bioinformatics 22 (2), 642-663, 2021
1442021
Impact of working memory load on FMRI resting state pattern in subsequent resting phases
M Pyka, CF Beckmann, S Schöning, S Hauke, D Heider, H Kugel, V Arolt, ...
PloS one 4 (9), e7198, 2009
1382009
Protistan community analysis: key findings of a large-scale molecular sampling
L Grossmann, M Jensen, D Heider, S Jost, E Glücksman, H Hartikainen, ...
The ISME journal 10 (9), 2269-2279, 2016
1252016
Bacterial glycosyltransferases: challenges and opportunities of a highly diverse enzyme class toward tailoring natural products
J Schmid, D Heider, NJ Wendel, N Sperl, V Sieber
Frontiers in microbiology 7, 182, 2016
1182016
The GALAD scoring algorithm based on AFP, AFP-L3, and DCP significantly improves detection of BCLC early stage hepatocellular carcinoma
J Best, H Bilgi, D Heider, C Schotten, P Manka, S Bedreli, M Gorray, ...
Zeitschrift für Gastroenterologie 54 (12), 1296-1305, 2016
1132016
EFS: an ensemble feature selection tool implemented as R-package and web-application
U Neumann, N Genze, D Heider
BioData mining 10 (1), 21, 2017
1052017
The virtual doctor: An interactive clinical-decision-support system based on deep learning for non-invasive prediction of diabetes
S Spänig, A Emberger-Klein, JP Sowa, A Canbay, K Menrad, D Heider
Artificial Intelligence in Medicine 100, 101706, 2019
992019
Normal liver enzymes are correlated with severity of metabolic syndrome in a large population based cohort
J Kälsch, LP Bechmann, D Heider, J Best, P Manka, H Kälsch, JP Sowa, ...
Scientific reports 5, 2015
932015
DNA watermarks: A proof of concept
D Heider, A Barnekow
BMC molecular biology 9 (1), 40, 2008
882008
Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistance prediction
D Heider, R Senge, W Cheng, E Hüllermeier
Bioinformatics 29 (16), 1946-1952, 2013
872013
Novel algorithm for non-invasive assessment of fibrosis in NAFLD
JP Sowa, D Heider, LP Bechmann, G Gerken, D Hoffmann, A Canbay
PloS one 8 (4), e62439, 2013
782013
Encodings and models for antimicrobial peptide classification for multi-resistant pathogens
S Spänig, D Heider
BioData Mining 12 (1), 7, 2019
762019
Non-invasive assessment of NAFLD as systemic disease—A machine learning perspective
A Canbay, J Kälsch, U Neumann, M Rau, S Hohenester, HA Baba, C Rust, ...
PloS one 14 (3), e0214436, 2019
762019
Prediction of co-receptor usage of HIV-1 from genotype
JN Dybowski*, D Heider*, D Hoffmann
PLoS computational biology 6 (4), e1000743, 2010
692010
Prediction of antimicrobial resistance based on whole-genome sequencing and machine learning
Y Ren, T Chakraborty, S Doijad, L Falgenhauer, J Falgenhauer, ...
Bioinformatics 38 (2), 325-334, 2022
672022
Non-invasive separation of alcoholic and non-alcoholic liver disease with predictive modeling
JP Sowa, Ö Atmaca, A Kahraman, M Schlattjan, M Lindner, S Sydor, ...
PLoS One 9 (7), e101444, 2014
672014
Compensation of feature selection biases accompanied with improved predictive performance for binary classification by using a novel ensemble feature selection approach
U Neumann, M Riemenschneider, JP Sowa, T Baars, J Kälsch, A Canbay, ...
BioData mining 9 (1), 36, 2016
542016
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