Our new article has been accepted in Computational and Structural Biotechnology Journal (CSBJ): Löchel HF, Heider D: Chaos Game Representation and its applications in Bioinformatics. Computational and Structural Biotechnology Journal 2021, Nov 10. (Link) Abstract Chaos game representation (CGR), a milestone in graphical bioinformatics, has become a powerful tool regarding alignment-free sequence comparison and feature…
Our new article has been published in BMC Medical Informatics and Decision Making: Gandouz M, Holzmann H, Heider D: Machine learning with asymmetric abstention for biomedical decision-making. BMC Medical Informatics and Decision Making 2021, 21:294. (Link) Abstract Machine learning and artificial intelligence have entered biomedical decision-making for diagnostics, prognostics, or therapy recommendations. However, these methods…
Our new article has been accepted in Bioinformatics: Ren Y, Chakraborty T, Doijad S, Falgenhauer L, Falgenhauer J, Goesmann A, Hauschild A-C, Schwengers O, Heider D: Prediction of antimicrobial resistance based on whole-genome sequencing and machine learning. Bioinformatics 2021, in press. (Link) Abstract MotivationAntimicrobial resistance (AMR) is one of the biggest global problems threatening human…
Our new article has been accepted in Computational and Structural Biotechnology Journal (CSBJ): Martin R, Dressler H, Hattab G, Hackl T, Fischer MG, Heider D: MOSGA 2: Comparative genomics and validation tools. Computational and Structural Biotechnology Journal. 2021 Sep 28. (Link) Abstract Due to the highly growing number of available genomic information, the need for…
Our new article has been accepted in Computational and Structural Biotechnology Journal (CSBJ): Anžel A, Heider D, Hattab G. The Visual Story of Data Storage: From Storage Properties to User Interfaces. Computational and Structural Biotechnology Journal. 2021 Aug 24. (Link) Abstract About fifty times more data has been created than there are stars in the…
Our new article has been accepted in Environment International: Spänig S, Eick L, Nuy JK, Beisser D, Ip M, Heider D*, Boenigk J*: A multi-omics study on quantifying antimicrobial resistance in European freshwater lakes. Environment International 2021, 157: 106821. *shared last & corresponding authors (Link) Abstract The surveillance of wastewater for the Covid-19 virus during…
Our new article has been accepted in JCPP Advances: Stroth S, Tauscher J, Wolff N, Küpper C, Poustka L, Roepke S, Roessner V, Heider D, Kamp‐Becker I: Identification of the most indicative and discriminative features from diagnostic instruments for children with autism. JCPP Advances 2021, 1(2): e12023. (Link) Abstract Background Diagnosing autism spectrum disorder (ASD)…
Our new article has been accepted in iScience: Hauschild AC, Eick L, Wienbeck J, Heider D: Fostering reproducibility, reusability, and technology transfer in health informatics. iScience 2021, 24(7): 102803. (Link) Summary Computational methods can transform healthcare. In particular, health informatics with artificial intelligence has shown tremendous potential when applied in various fields of medical research…
Our new article has been accepted in Cancers: Park Y, Heider D, Hauschild A.C.: Integrative Analysis of Next-Generation Sequencing for Next-Generation Cancer Research toward Artificial Intelligence. Cancers 2021, 13(13), 3148. (Link) Abstract The rapid improvement of next-generation sequencing (NGS) technologies and their application in large-scale cohorts in cancer research led to common challenges of big…
Our new article has been accepted in NARGAB: Spänig S, Mohsen S, Hattab G, Hauschild AC, Heider D: A large-scale comparative study on peptide encodings for biomedical classification. NAR Genomics and Bioinformatics 2021, 3(2): lqab039. (Link) Abstract Owing to the great variety of distinct peptide encodings, working on a biomedical classification task at hand is…
