Andreas Karwath

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 16

Top Topics

Biomedical Data

Density Estimates

Top Venues

Comput. Biol. Medicine

Publications

Yuting Zhang, Boyang Liu, Karina V. Bunting, David Brind, Alexander Thorley, Andreas Karwath, Wenqi Lu, Diwei Zhou, Xiaoxia Wang, Alastair R. Mobley, Otilia Tica, Georgios V. Gkoutos, Dipak Kotecha, Jinming Duan
Development of Automated Neural Network Prediction for Echocardiographic Left ventricular Ejection Fraction. CoRR (2024)
Luke T. Slater, John A. Williams, Paul N. Schofield, Sophie Russell, Samantha C. Pendleton, Andreas Karwath, Hilary Fanning, Simon Ball, Robert Hoehndorf, Georgios V. Gkoutos
Klarigi: Characteristic explanations for semantic biomedical data. Comput. Biol. Medicine 153 (2023)
Honghan Wu, Minhong Wang, Jinge Wu, Farah Francis, Yun-Hsuan Chang, Alex Shavick, Hang Dong, Michael T. C. Poon, Natalie K. Fitzpatrick, Adam P. Levine, Luke T. Slater, Alex Handy, Andreas Karwath, Georgios V. Gkoutos, Claude Chelala, Anoop D. Shah, Robert Stewart, Nigel Collier, Beatrice Alex, William Whiteley, Cathie Sudlow, Angus Roberts, Richard J. B. Dobson
A survey on clinical natural language processing in the United Kingdom from 2007 to 2022. npj Digit. Medicine 5 (2022)
Luke T. Slater, Sophie Russell, Silver Makepeace, Alexander Carberry, Andreas Karwath, John A. Williams, Hilary Fanning, Simon Ball, Robert Hoehndorf, Georgios V. Gkoutos
Evaluating semantic similarity methods for comparison of text-derived phenotype profiles. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Honghan Wu, Huayu Zhang, Andreas Karwath, Zina M. Ibrahim, Ting Shi, Xin Zhang, Kun Wang, Jiaxing Sun, Kevin Dhaliwal, Daniel Bean, Victor Roth Cardoso, Kezhi Li, James T. Teo, Amitava Banerjee, Fang Gao-Smith, Tony Whitehouse, Tonny Veenith, Georgios V. Gkoutos, Xiaodong Wu, Richard J. B. Dobson, Bruce Guthrie
Ensemble learning for poor prognosis predictions: A case study on SARS-CoV-2. J. Am. Medical Informatics Assoc. 28 (4) (2021)
Luke T. Slater, Andreas Karwath, Robert Hoehndorf, Georgios V. Gkoutos
Effects of Negation and Uncertainty Stratification on Text-Derived Patient Profile Similarity. Frontiers Digit. Health 3 (2021)
Luke T. Slater, John A. Williams, Andreas Karwath, Hilary Fanning, Simon Ball, Paul N. Schofield, Robert Hoehndorf, Georgios V. Gkoutos
Multi-faceted semantic clustering with text-derived phenotypes. Comput. Biol. Medicine 138 (2021)
Samantha Pendleton, Luke T. Slater, Andreas Karwath, Rose M. Gilbert, Nicola Davis, Konrad Pesudovs, Xiaoxuan Liu, Alastair K. Denniston, Georgios V. Gkoutos, Tasanee Braithwaite
Development and application of the ocular immune-mediated inflammatory diseases ontology enhanced with synonyms from online patient support forum conversation. Comput. Biol. Medicine 135 (2021)
Luke T. Slater, Andreas Karwath, John A. Williams, Sophie Russell, Silver Makepeace, Alexander Carberry, Robert Hoehndorf, Georgios V. Gkoutos
Towards similarity-based differential diagnostics for common diseases. Comput. Biol. Medicine 133 (2021)
Marius Köppel, Alexander Segner, Martin Wagener, Lukas Pensel, Andreas Karwath, Stefan Kramer
Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance. ECML/PKDD (3) (2019)
Marius Köppel, Alexander Segner, Martin Wagener, Lukas Pensel, Andreas Karwath, Stefan Kramer
Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance. CoRR (2019)
Michael Geilke, Andreas Karwath, Eibe Frank, Stefan Kramer
Online estimation of discrete, continuous, and conditional joint densities using classifier chains. Data Min. Knowl. Discov. 32 (3) (2018)
Maxat Kulmanov, Senay Kafkas, Andreas Karwath, Alexander Malic, Georgios V. Gkoutos, Michel Dumontier, Robert Hoehndorf
Vec2SPARQL: integrating SPARQL queries and knowledge graph embeddings. SWAT4LS (2018)
Andreas Karwath, Markus Hubrich, Stefan Kramer
Convolutional Neural Networks for the Identification of Regions of Interest in PET Scans: A Study of Representation Learning for Diagnosing Alzheimer's Disease. AIME (2017)
Michael Geilke, Andreas Karwath, Stefan Kramer
Online Density Estimation of Heterogeneous Data Streams in Higher Dimensions. ECML/PKDD (1) (2016)
Michael Geilke, Andreas Karwath, Stefan Kramer
Modeling recurrent distributions in streams using possible worlds. DSAA (2015)
Martin Gütlein, Andreas Karwath, Stefan Kramer
CheS-Mapper 2.0 for visual validation of (Q)SAR models. J. Cheminformatics 6 (1) (2014)
Michael Geilke, Andreas Karwath, Stefan Kramer
A probabilistic condensed representation of data for stream mining. DSAA (2014)
Madeleine Seeland, Andreas Maunz, Andreas Karwath, Stefan Kramer
Extracting information from support vector machines for pattern-based classification. SAC (2014)
Madeleine Seeland, Andreas Karwath, Stefan Kramer
Structural clustering of millions of molecular graphs. SAC (2014)
Michael Geilke, Eibe Frank, Andreas Karwath, Stefan Kramer
Online Estimation of Discrete Densities. ICDM (2013)
Martin Gütlein, Andreas Karwath, Stefan Kramer
CheS-Mapper - Chemical Space Mapping and Visualization in 3D. J. Cheminformatics 4 (2012)
Madeleine Seeland, Andreas Karwath, Stefan Kramer
A structural cluster kernel for learning on graphs. KDD (2012)
Slawomir Grzonka, Andreas Karwath, Frederic Dijoux, Wolfram Burgard
Activity-Based Estimation of Human Trajectories. IEEE Trans. Robotics 28 (1) (2012)
Slawomir Grzonka, Frederic Dijoux, Andreas Karwath, Wolfram Burgard
Learning Maps of Indoor Environments Based on Human Activity. AAAI Spring Symposium: Embedded Reasoning (2010)
Slawomir Grzonka, Frederic Dijoux, Andreas Karwath, Wolfram Burgard
Mapping indoor environments based on human activity. ICRA (2010)
Barry J. 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 Gloriozova, Sergey Novikov, Natalia Skvortsova, Dmitry S. Druzhilovskiy, Sunil Chawla, Indira Ghosh, Surajit Ray, Hitesh Patel, Sylvia Escher
Collaborative development of predictive toxicology applications. J. Cheminformatics 2 (2010)
Hannes Schulz, Kristian Kersting, Andreas Karwath
ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries. ILP (2009)
Martin Gütlein, Eibe Frank, Mark A. Hall, Andreas Karwath
Large-scale attribute selection using wrappers. CIDM (2009)
Andreas Karwath, Kristian Kersting, Niels Landwehr
Boosting Relational Sequence Alignments. ICDM (2008)
Amanda Clare, Andreas Karwath, Helen Ougham, Ross D. King
. Bioinform. 22 (13) (2006)
Andreas Karwath, Kristian Kersting
Relational Sequence Alignments and Logos. ILP (2006)
Rolf Backofen, Hans-Gunther Borrmann, Werner Deck, Andreas Dedner, Luc De Raedt, Klaus Desch, Markus Diesmann, Martin Geier, Andreas Greiner, Wolfgang R. Hess, Josef Honerkamp, Stefan Jankowski, Ingo Krossing, Andreas W. Liehr, Andreas Karwath, Robert Klöfkorn, Raphaël Pesché, Tobias C. Potjans, Michael C. Röttger, Lars Schmidt-Thieme, Gerhard Schneider, Björn Voß, Bernd Wiebelt, Peter Wienemann, Volker-Henning Winterer
A Bottom-up approach to Grid-Computing at a University: the Black-Forest-Grid Initiative. Prax. Inf.verarb. Kommun. 29 (2) (2006)
Andreas Karwath, Luc De Raedt
SMIREP: Predicting Chemical Activity from SMILES. J. Chem. Inf. Model. 46 (6) (2006)
Amanda Clare, Andreas Karwath, Helen Ougham, Ross D. King
. Bioinform. 22 (9) (2006)
Christian Stolle, Andreas Karwath, Luc De Raedt
CLASSIC'CL: An Integrated ILP System. Discovery Science (2005)
Andreas Karwath, Luc De Raedt
Predictive Graph Mining. Discovery Science (2004)
Björn Bringmann, Andreas Karwath
Frequent SMILES. LWA (2004)
Andreas Karwath, Ross D. King
Homology Induction: the use of machine learning to improve sequence similarity searches. BMC Bioinform. 3 (2002)
Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe
The utility of different representations of protein sequence for predicting functional class. Bioinform. 17 (5) (2001)
Andreas Karwath, Ross D. King
An Automated ILP Server in the Field of Bioinformatics. ILP (2001)
Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe
Genome scale prediction of protein functional class from sequence using data mining. KDD (2000)