Christian Merkwirth

Computer Science · Physical Sciences

12h-index613citations33works0.02yr avg
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Research Topics

Neural Networks and Applications(11), Computational Drug Discovery Methods(7), Hepatitis C virus research(4), Complex Systems and Time Series Analysis(4), Neural Networks Stability and Synchronization(4)

Publications33 total

CNN in drug design — Recent developments
2015· 4 citedOpen Access
Computational Intelligence and Image Processing Methods for Applications in Skin Cancer Diagnosis
Communications in computer and information science·2010· 19 citedOpen Access
Nanoparticle design characterized by In Silico preparation parameter prediction using ensemble models
Journal of Pharmaceutical Sciences·2009· 8 cited
Optimization of parameters of the linear TOF-SIMS spectrometer by DOE method
Vacuum·2009· 3 citedOpen Access
New Approaches for Computer-Assisted Skin Cancer Diagnosis
Homo Politicus (Academy of Humanities and Economics in Lodz)·2009· 9 citedOpen Access
Ensemble Modeling for Bio-medical Applications
Studies in computational intelligence·2009· 5 cited
Vorhersage des virologischen Ansprechens bei HCV Genotyp 1a-infizierten Patienten anhand eines Aminosäure Musters im NS5A Protein
Zeitschrift für Gastroenterologie·2007
Applying CNN to Cheminformatics
2007· 3 cited
[654] PREDICTION OF VIROLOGIC RESPONSE IN HCV GENOTYPE 1A-INFECTED PATIENTS ACCORDING TO AMINO ACID PATTERN IN NS5A USING STATISTICAL LEARNING ALGORITHMS FOR CLASSIFICATION
Journal of Hepatology·2007Open Access
A software toolbox for constructing ensembles of heterogenous linear and nonlinear models
2006· 5 cited
Fast High-Dimensional Boxcounting with Ternary Search Trees
2006
Wavelet based classification of skin lesion images
Homo Politicus (Academy of Humanities and Economics in Lodz)·2006· 12 cited
Prediction of Percutaneous Drug Absorption
Max Planck Digital Library·2006
Pattern Recognition Using Finite-Iteration Cellular Systems
2005· 5 cited
A Fully Computational Model for Predicting Percutaneous Drug Absorption
Journal of Chemical Information and Modeling·2005· 44 cited
POEM:  Parameter Optimization Using Ensemble Methods:  Application to Target Specific Scoring Functions
Journal of Chemical Information and Modeling·2005· 19 cited
Automatic Generation of Complementary Descriptors with Molecular Graph Networks
Journal of Chemical Information and Modeling·2005· 111 cited
Performance of Finite Iteration DTCNN with Truncated Stationary Templates
2005· 3 cited
Thrombin inhibitors identified by computer-assisted multiparameter design
Proceedings of the National Academy of Sciences·2005· 32 citedOpen Access
Finite iteration DT-CNN - new design and operating principles
2004· 6 cited
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Frequent Co-authors

Maciej Ogorzałek(13), Joerg Wichard(11), Thomas Lengauer(7), Ulrich Parlitz(5), Eva Herrmann(4), Stefan Zeuzem(4), Dirk Neumann(3), G. Surówka(3), Christoph Welsch(3), Jochen Bröcker(3), C. Sarrazin(3), Oliver Kohlbacher(2), Leszek Nowak(2), Bernd Kronenberger(2), M. von Wagner(2), Annika Kau(2), Harald Mauser(1), Tanja Schulz‐Gasch(1), Olivier Roche(1), Martin Ståhl(1)