Frank Emmert‐Streib
Researcher Next ID · RN-024721
Researcher · Biochemistry, Genetics and Molecular Biology
Tampere University of Applied Sciences
Tampere, Qatar
- Works count
- 418
- Citation count
- 9,090
- H-index
- 48
- i10-index
- 160
Research interests
Publications
Understanding Physics-Informed Neural Networks: Techniques, Applications, Trends, and Challenges
AI · 2024 · https://doi.org/10.3390/ai5030074
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence
Information Fusion · 2021 · https://doi.org/10.1016/j.inffus.2021.10.007
Named Entity Recognition and Relation Detection for Biomedical Information Extraction
Frontiers in Cell and Developmental Biology · 2020 · https://doi.org/10.3389/fcell.2020.00673
An Introductory Review of Deep Learning for Prediction Models With Big Data
Frontiers in Artificial Intelligence · 2020 · https://doi.org/10.3389/frai.2020.00004
Evaluation of Regression Models: Model Assessment, Model Selection and Generalization Error
Machine Learning and Knowledge Extraction · 2019 · https://doi.org/10.3390/make1010032
High-Dimensional LASSO-Based Computational Regression Models: Regularization, Shrinkage, and Selection
Machine Learning and Knowledge Extraction · 2019 · https://doi.org/10.3390/make1010021
A review of connectivity map and computational approaches in pharmacogenomics
Briefings in Bioinformatics · 2017 · https://doi.org/10.1093/bib/bbw112
Fifty years of graph matching, network alignment and network comparison
Information Sciences · 2016 · https://doi.org/10.1016/j.ins.2016.01.074
Gene regulatory networks and their applications: understanding biological and medical problems in terms of networks
Frontiers in Cell and Developmental Biology · 2014 · https://doi.org/10.3389/fcell.2014.00038
Statistical Inference and Reverse Engineering of Gene Regulatory Networks from Observational Expression Data
Frontiers in Genetics · 2012 · https://doi.org/10.3389/fgene.2012.00008
Bagging Statistical Network Inference from Large-Scale Gene Expression Data
PLoS ONE · 2012 · https://doi.org/10.1371/journal.pone.0033624
Networks for systems biology: conceptual connection of data and function
IET Systems Biology · 2011 · https://doi.org/10.1049/iet-syb.2010.0025
Inferring the conservative causal core of gene regulatory networks
BMC Systems Biology · 2010 · https://doi.org/10.1186/1752-0509-4-132
Analysis of Complex Networks: From Biology to Linguistics
Journal · 2009 · https://doi.org/10.1002/9783527627981
Harnessing naturally randomized transcription to infer regulatory relationships among genes
Genome biology · 2007 · https://doi.org/10.1186/gb-2007-8-10-r219
Current projects
No projects listed.