Publications by authors named "Alexander Binder"

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Genome-wide association study identifies as a susceptibility locus for tick-borne encephalitis.
Piyush G Gampawar, Manfred G Sagmeister, Daniel Růžek, Nina A Schweintzger, Edith Hofer, Alexander Binder

iScience· December 2025

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To pretrain or not? A systematic analysis of the benefits of pretraining in diabetic retinopathy.
Vignesh Srinivasan, Nils Strodthoff, Jackie Ma, Alexander Binder, Klaus-Robert Müller

PLoS One· October 2022

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Variation in CFHR3 determines susceptibility to meningococcal disease by controlling factor H concentrations.
Vikrant Kumar, Richard B Pouw, Matias I Autio, Manfred G Sagmeister, Zai Yang Phua, Alexander Binder

Am J Hum Genet· September 2022

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Toward Scalable and Unified Example-Based Explanation and Outlier Detection.
Penny Chong, Ngai-Man Cheung, Yuval Elovici, Alexander Binder

IEEE Trans Image Process· December 2021

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Resolving challenges in deep learning-based analyses of histopathological images using explanation methods.
Miriam Hägele, Philipp Seegerer, Sebastian Lapuschkin, Michael Bockmayr, Wojciech Samek, Alexander Binder

Sci Rep· April 2020

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Memory snapshot dataset of a compromised host with malware using obfuscation evasion techniques.
Ibrahim Sadek, Penny Chong, Shafiq Ul Rehman, Yuval Elovici, Alexander Binder

Data Brief· October 2019

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Identification of regulatory variants associated with genetic susceptibility to meningococcal disease.
Lisa Borghini, Eileen Png, Alexander Binder, Victoria J Wright, Ellie Pinnock

Sci Rep· May 2019

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Unmasking Clever Hans predictors and assessing what machines really learn.
Sebastian Lapuschkin, Stephan Wäldchen, Alexander Binder, Grégoire Montavon, Wojciech Samek

Nat Commun· March 2019

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Evaluating the Visualization of What a Deep Neural Network Has Learned.
Wojciech Samek, Alexander Binder, Gregoire Montavon, Sebastian Lapuschkin, Klaus-Robert Muller

IEEE Trans Neural Netw Learn Syst· November 2017

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Genetic association study of exfoliation syndrome identifies a protective rare variant at LOXL1 and five new susceptibility loci.
Tin Aung, Mineo Ozaki, Mei Chin Lee, Ursula Schlötzer-Schrehardt, Gudmar Thorleifsson, Alexander Binder

Nat Genet· July 2017

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On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation.
Sebastian Bach, Alexander Binder, Grégoire Montavon, Frederick Klauschen, Klaus-Robert Müller

PLoS One· April 2016

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Extracting latent brain states--Towards true labels in cognitive neuroscience experiments.
Anne K Porbadnigk, Nico Görnitz, Claudia Sannelli, Alexander Binder, Mikio Braun

Neuroimage· October 2015

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Multiple kernel learning for brain-computer interfacing.
Wojciech Samek, Alexander Binder, Klaus-Robert Muller

Annu Int Conf IEEE Eng Med Biol Soc· September 2015

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Insights from classifying visual concepts with multiple kernel learning.
Alexander Binder, Shinichi Nakajima, Marius Kloft, Christina Müller, Wojciech Samek

PLoS One· April 2013

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A new scoring system derived from base excess and platelet count at presentation predicts mortality in paediatric meningococcal sepsis.
Alexessander Couto-Alves, Victoria J Wright, Karnan Perumal, Alexander Binder, Enitan D Carrol

Crit Care· April 2013

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Genome-wide association study identifies variants in the CFH region associated with host susceptibility to meningococcal disease.
Sonia Davila, Victoria J Wright, Chiea Chuen Khor, Kar Seng Sim, Alexander Binder

Nat Genet· September 2010

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Protein C promoter polymorphisms associate with sepsis in children with systemic meningococcemia.
Alexander Binder, Georg Endler, Sandra Rieger, Gotho Geishofer, Bernhard Resch

Hum Genet· September 2007

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A review of the genetics of essential hypertension.
Alexander Binder

Curr Opin Cardiol· May 2007

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Haplotypes of the beta-2 adrenergic receptor associate with high diastolic blood pressure in the Caerphilly prospective study.
Alexander Binder, Edwin Garcia, Chris Wallace, Kazeem Gbenga, Yoav Ben-Shlomo

J Hypertens· March 2006

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Polymorphisms in the interleukin-1 gene cluster in children and young adults with systemic meningococcemia.
Georg Endler, Rodrig Marculescu, Philipp Starkl, Alexander Binder, Gotho Geishofer

Clin Chem· March 2006

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4G/5G promoter polymorphism in the plasminogen-activator-inhibitor-1 gene in children with systemic meningococcaemia.
Gotho Geishofer, Alexander Binder, Martin Müller, Bettina Zöhrer, Bernhard Resch

Eur J Pediatr· August 2005

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Clinical relevance of CD95 (Fas/Apo-1) on T cells of patients with B-cell chronic lymphocytic leukemia.
Claudia Groneberg, Tilman Pickartz, Alexander Binder, Frauke Ringel, Stefanie Srock

Exp Hematol· August 2003

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