Frank Emmert-Streib

Cited by

	All	Since 2020
Citations	10287	6009
h-index	51	37
i10-index	174	121

1400

700

350

1050

200720082009201020112012201320142015201620172018201920202021202220232024202529 59 71 133 217 284 344 405 430 460 523 533 681 782 1044 1205 1334 1360 277

Public access

View all

123 articles

0 articles*

available

not available

Based on funding mandates

Co-authors

Matthias DehmerSwiss Distance University of Applied Sciences, UMIT, Hall, Tyrol, Austria, Nankai UniversityVerified email at ffhs.ch
Shailesh TripathiUniversity of Applied Sciences Upper Austria; TUT, TampereVerified email at fh-steyr.at
Olli Yli-HarjaTampere University, Faculty of Medicine and Health TechnologyVerified email at tuni.fi
Galina GlazkoUAMSVerified email at uams.edu
Ricardo De Matos SimoesDana Farber Cancer InstituteVerified email at dfci.harvard.edu
Salissou MoutariQueen's University BelfastVerified email at qub.ac.uk
Benjamin Haibe-KainsScientist (Principal Investigator), Princess Margaret Cancer Centre, University Health NetworkVerified email at uhnresearch.ca
Abbe MowshowitzProfessor of Computer Science, The City College of New YorkVerified email at cs.ccny.cuny.edu
Aliyu Musa, Ph.D.Postdoctoral Researcher, Predictive Society and Data Analytics Lab,Tampere UniversityVerified email at tuni.fi
Modjtaba GhorbaniShahid Rajaee Teacher Training UniversityVerified email at srttu.edu
Gökmen AltayLa Jolla Institute for ImmunologyVerified email at lji.org
Zhen YangPhD, Tampere UniversityVerified email at tuni.fi
Yasir RahmatallahAssociate Professor, University of Arkansas for Medical SciencesVerified email at uams.edu
Nadeesha PereraDoctoral Researcher, Tampere UniversityVerified email at tuni.fi
Shu-Dong ZhangNorthern Ireland Centre for Stratified Medicine, University of UlsterVerified email at ulster.ac.uk
Jin TaoSenior AI Scientist @ Silo AI, Associate Professor @ Nankai UniversityVerified email at pku.edu.cn
Darragh McArtQueen's University BelfastVerified email at qub.ac.uk
Andreas HolzingerHuman-Centered AI Lab, University of Natural Resources and Life Sciences, Vienna, AustriaVerified email at boku.ac.at
Alexey StupnikovMoscow Institute of Physics and TechnologyVerified email at phystech.edu
Kalifa ManjangTampere UniversityVerified email at tuni.fi

Frank Emmert-Streib

Professor, Tampere University, Predictive Society and AI Lab

Verified email at bio-complexity.com - Homepage

Data Science Artificial Intelligence Computational Biology Network Science AI in Health


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
An introductory review of deep learning for prediction models with big data F Emmert-Streib, Z Yang, H Feng, S Tripathi, M Dehmer Frontiers in artificial intelligence 3, 4, 2020	679	2020
Gene regulatory networks and their applications: understanding biological and medical problems in terms of networks F Emmert-Streib, M Dehmer, B Haibe-Kains Frontiers in cell and developmental biology 2, 38, 2014	357	2014
A review of connectivity map and computational approaches in pharmacogenomics A Musa, LS Ghoraie, SD Zhang, G Glazko, O Yli-Harja, M Dehmer, ... Briefings in bioinformatics 19 (3), 506-523, 2018	339	2018
Fifty years of graph matching, network alignment and network comparison F Emmert-Streib, M Dehmer, Y Shi Information sciences 346, 180-197, 2016	302	2016
Inferring the conservative causal core of gene regulatory networks G Altay, F Emmert-Streib BMC systems biology 4, 1-13, 2010	226	2010
Statistical modelling of molecular descriptors in QSAR/QSPR K Varmuza, M Dehmer, D Bonchev Wiley Online Library, 2012	208	2012
Information fusion as an integrative cross-cutting enabler to achieve robust, explainable, and trustworthy medical artificial intelligence A Holzinger, M Dehmer, F Emmert-Streib, R Cucchiara, I Augenstein, ... Information Fusion 79, 263-278, 2022	204	2022
Named entity recognition and relation detection for biomedical information extraction N Perera, M Dehmer, F Emmert-Streib Frontiers in cell and developmental biology 8, 673, 2020	186	2020
High-dimensional LASSO-based computational regression models: regularization, shrinkage, and selection F Emmert-Streib, M Dehmer Machine Learning and Knowledge Extraction 1 (1), 359-383, 2019	174	2019
Harnessing naturally randomized transcription to infer regulatory relationships among genes LS Chen, F Emmert-Streib, JD Storey Genome biology 8, 1-13, 2007	169	2007
Statistical inference and reverse engineering of gene regulatory networks from observational expression data F Emmert-Streib, GV Glazko, G Altay, R de Matos Simoes Frontiers in genetics 3, 8, 2012	158	2012
Networks for systems biology: conceptual connection of data and function F Emmert-Streib, M Dehmer IET systems biology 5 (3), 185-207, 2011	158	2011
Introduction to survival analysis in practice F Emmert-Streib, M Dehmer Machine Learning and Knowledge Extraction 1 (3), 1013-1038, 2019	149	2019
Understanding statistical hypothesis testing: The logic of statistical inference F Emmert-Streib, M Dehmer Machine Learning and Knowledge Extraction 1 (3), 945-962, 2019	149	2019
Bagging statistical network inference from large-scale gene expression data R de Matos Simoes, F Emmert-Streib PloS one 7 (3), e33624, 2012	144	2012
Unite and conquer: univariate and multivariate approaches for finding differentially expressed gene sets GV Glazko, F Emmert-Streib Bioinformatics 25 (18), 2348-2354, 2009	142	2009
Pathway analysis of expression data: deciphering functional building blocks of complex diseases F Emmert-Streib, GV Glazko PLoS computational biology 7 (5), e1002053, 2011	139	2011
Structural analysis of complex networks M Dehmer Springer Science & Business Media, 2010	137	2010
On entropy-based molecular descriptors: Statistical analysis of real and synthetic chemical structures M Dehmer, K Varmuza, S Borgert, F Emmert-Streib Journal of chemical information and modeling 49 (7), 1655-1663, 2009	136	2009
Evaluation of regression models: Model assessment, model selection and generalization error F Emmert-Streib, M Dehmer Machine learning and knowledge extraction 1 (1), 521-551, 2019	135	2019

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors