Skip to Main Content

Author Details

Andreas Schuppert
Joint Research Centre for Computational Biomedicine, University Hospital RWTH Aachen
2010
56
22
PMIDPaper TitleJournal TitlePublished Year
36766496Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support.Diagnostics (Basel)2023
37216650FOXG1 targets BMP repressors and cell cycle inhibitors in human neural progenitor cells.Hum Mol Genet2023
36906642Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups.Sci Rep2023
36766496Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support.Diagnostics (Basel)2023
37370993Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome.Diagnostics (Basel)2023
37216650FOXG1 targets BMP repressors and cell cycle inhibitors in human neural progenitor cells.Hum Mol Genet2023
37370993Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome.Diagnostics (Basel)2023
36906642Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups.Sci Rep2023
34370047[Intensive care bed requirements for COVID-19 in the fall/winter of 2021 : Simulation of different scenarios under consideration of incidences and vaccination rates].Med Klin Intensivmed Notfmed2022
36107916A training strategy for hybrid models to break the curse of dimensionality.PLoS One2022
35640156Kabuki syndrome stem cell models reveal locus specificity of histone methyltransferase 2D (KMT2D/MLL4).Hum Mol Genet2022
36387013Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets.Front Big Data2022
35469069Swarm learning for decentralized artificial intelligence in cancer histopathology.Nat Med2022
35320841[Usage of Artificial Intelligence in the Combat against the COVID-19 Pandemic].Anasthesiol Intensivmed Notfallmed Schmerzther2022
35148845FOXG1 dose tunes cell proliferation dynamics in human forebrain progenitor cells.Stem Cell Reports2022
35016204Genetic barcoding systematically compares genes in del(5q) MDS and reveals a central role for CSNK1A1 in clonal expansion.Blood Adv2022
34370047[Intensive care bed requirements for COVID-19 in the fall/winter of 2021 : Simulation of different scenarios under consideration of incidences and vaccination rates].Med Klin Intensivmed Notfmed2022
35469069Swarm learning for decentralized artificial intelligence in cancer histopathology.Nat Med2022
35640156Kabuki syndrome stem cell models reveal locus specificity of histone methyltransferase 2D (KMT2D/MLL4).Hum Mol Genet2022
36107916A training strategy for hybrid models to break the curse of dimensionality.PLoS One2022
36387013Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets.Front Big Data2022
35320841[Usage of Artificial Intelligence in the Combat against the COVID-19 Pandemic].Anasthesiol Intensivmed Notfallmed Schmerzther2022
35016204Genetic barcoding systematically compares genes in del(5q) MDS and reveals a central role for CSNK1A1 in clonal expansion.Blood Adv2022
35148845FOXG1 dose tunes cell proliferation dynamics in human forebrain progenitor cells.Stem Cell Reports2022
34214487Lesch-Nyhan disease causes impaired energy metabolism and reduced developmental potential in midbrain dopaminergic cells.Stem Cell Reports2021
34214487Lesch-Nyhan disease causes impaired energy metabolism and reduced developmental potential in midbrain dopaminergic cells.Stem Cell Reports2021
33666563Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey.J Med Internet Res2021
33608661Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care.NPJ Digit Med2021
343519756-month mortality and readmissions of hospitalized COVID-19 patients: A nationwide cohort study of 8,679 patients in Germany.PLoS One2021
34736400Biometric covariates and outcome in COVID-19 patients: are we looking close enough?BMC Infect Dis2021
34734276Plant PhysioSpace: a robust tool to compare stress response across plant species.Plant Physiol2021
34669162Effectiveness of extended shutdown measures during the ´Bundesnotbremse´ introduced in the third SARS-CoV-2 wave in Germany.Infection2021
34557834Different spreading dynamics throughout Germany during the second wave of the COVID-19 pandemic: a time series study based on national surveillance data.Lancet Reg Health Eur2021
34390367Early and late stage MPN patients show distinct gene expression profiles in CD34<sup>+</sup> cells.Ann Hematol2021
34550901Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy.BMJ Open2021
33666563Future Medical Artificial Intelligence Application Requirements and Expectations of Physicians in German University Hospitals: Web-Based Survey.J Med Internet Res2021
33608661Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care.NPJ Digit Med2021
34557834Different spreading dynamics throughout Germany during the second wave of the COVID-19 pandemic: a time series study based on national surveillance data.Lancet Reg Health Eur2021
34736400Biometric covariates and outcome in COVID-19 patients: are we looking close enough?BMC Infect Dis2021
34734276Plant PhysioSpace: a robust tool to compare stress response across plant species.Plant Physiol2021
34669162Effectiveness of extended shutdown measures during the ´Bundesnotbremse´ introduced in the third SARS-CoV-2 wave in Germany.Infection2021
34550901Algorithmic surveillance of ICU patients with acute respiratory distress syndrome (ASIC): protocol for a multicentre stepped-wedge cluster randomised quality improvement strategy.BMJ Open2021
34390367Early and late stage MPN patients show distinct gene expression profiles in CD34<sup>+</sup> cells.Ann Hematol2021
343519756-month mortality and readmissions of hospitalized COVID-19 patients: A nationwide cohort study of 8,679 patients in Germany.PLoS One2021
32310964Methodological challenges in translational drug response modeling in cancer: A systematic analysis with FORESEE.PLoS Comput Biol2020
32310964Methodological challenges in translational drug response modeling in cancer: A systematic analysis with FORESEE.PLoS Comput Biol2020
31728053Hypoxia-inducible factor 1 (HIF-1) is a new therapeutic target in JAK2V617F-positive myeloproliferative neoplasms.Leukemia2020
32154672Stimulation of L-type calcium channels increases tyrosine hydroxylase and dopamine in ventral midbrain cells induced from somatic cells.Stem Cells Transl Med2020
33226984Two-step multi-omics modelling of drug sensitivity in cancer cell lines to identify driving mechanisms.PLoS One2020
32897406A modified Ising model of Barabási-Albert network with gene-type spins.J Math Biol2020
  • 1 - 50 of 112

Recommended Authors

Michael Altenbuchinger
University Medical Center Gottingen
Career Start Year 2017
Number of shared co-authors 2
Mehmet Eren Ahsen
Gies College of Business, University of Illinois at Urbana-Champaign.
Career Start Year 2015
Number of shared co-authors 1
Anna Goldenberg
SickKids Research Institute
Career Start Year 2011
Number of shared co-authors 1
David Gomez-Cabrero
King Abdullah University of Science and Technology
Career Start Year 2010
Number of shared co-authors 2
Thanneer M Perumal
F. Hoffmann-La Roche Ltd
Career Start Year 2009
Number of shared co-authors 0
Kahn Rhrissorrakrai
T.J. Watson Research Center
Career Start Year 2008
Number of shared co-authors 0
Yuanfang Guan
University of Michigan ann arbor
Career Start Year 2007
Number of shared co-authors 4
Neda Bagheri
University of Washington
Career Start Year 2007
Number of shared co-authors 0
Artem Sokolov
Harvard Medical School
Career Start Year 2006
Number of shared co-authors 3
Joel T Dudley
Institute for Next Generation Healthcare
Career Start Year 2006
Number of shared co-authors 1
Richard A Moffitt
Stony Brook University, and Stony Brook Cancer Center
Career Start Year 2005
Number of shared co-authors 0
Giuseppe Jurman
Data Science for Health Research Unit, Bruno Kessler Foundation
Career Start Year 2003
Number of shared co-authors 1
Andrei Zinovyev
INSERM U, Institut Curie, PSL Research University
Career Start Year 2003
Number of shared co-authors 2
Su-In Lee
University of Washington
Career Start Year 2003
Number of shared co-authors 1
J??rg Rahnenf??hrer
TU Dortmund University
Career Start Year 2002
Number of shared co-authors 3
Gil Alterovitz
Brigham and Women's Hospital
Career Start Year 2002
Number of shared co-authors 1
Mar??a Rodr??guez Mart??nez
Herbert Irving Cancer Research Center, Columbia University Medical Center
Career Start Year 2002
Number of shared co-authors 2
Assaf Gottlieb
Center for Precision Health, University of Texas Health Science Center at Houston
Career Start Year 2002
Number of shared co-authors 0
Frank Emmert-Streib
Tampere University
Career Start Year 2000
Number of shared co-authors 0
Ranadip Pal
Texas Tech University
Career Start Year 1999
Number of shared co-authors 0
Kerby Shedden
University of Michigan ann arbor
Career Start Year 1999
Number of shared co-authors 0
Tero Aittokallio
Institute for Molecular Medicine Finland (FIMM), University of Helsinki
Career Start Year 1999
Number of shared co-authors 3
Frank Kramer
University of Augsburg
Career Start Year 1997
Number of shared co-authors 0
Cesare Furlanello
Bruno Kessler Foundation
Career Start Year 1996
Number of shared co-authors 1
Pietro Li??
University of Cambridge
Career Start Year 1994
Number of shared co-authors 0
Jesper Tegn??r
King Abdullah University of Science and Technology (KAUST)
Career Start Year 1993
Number of shared co-authors 5
Atul J Butte
Bakar Computational Health Sciences Institute, University of California san francisco
Career Start Year 1993
Number of shared co-authors 3
Bart De Moor
STADIUS Center for Dynamical Systems
Career Start Year 1990
Number of shared co-authors 1
Eytan Ruppin
National Cancer Institute
Career Start Year 1971
Number of shared co-authors 1
Yves A Lussier
Center for Biomedical Informatics and Biostatistics, University of Arizona
Career Start Year 1971
Number of shared co-authors 0

Collaborators

Michael Lenz
Co-authored papers 7
Franz-Josef Müller
Co-authored papers 7
Johannes Bickenbach
University Hospital RWTH Aachen
Co-authored papers 7
Gernot Marx
University Hospital RWTH Aachen
Co-authored papers 6
Bernhard Schuldt
Co-authored papers 5
Patrick S Stumpf
Co-authored papers 5
Ben D MacArthur
Co-authored papers 3
Marc Brehme
Delft University of Technology
Co-authored papers 2
Sven Zenker
University Hospital Bonn
Co-authored papers 2
Julio Saez-Rodriguez
Institute of Computational Biomedicine, Heidelberg University
Co-authored papers 2
Matthias Schwab
and of Biochemistry and Pharmacy, University of Tuebingen
Co-authored papers 2
Oliver Kohlbacher
Max Planck Institute for Developmental Biology
Co-authored papers 2
Udo Hahn
Friedrich Schiller University Jena
Co-authored papers 1
Georgios S Stamatakos
Co-authored papers 1
Yves Moreau
KU Leuven - University of Leuven
Co-authored papers 1
Jenny Chang-Claude
German Cancer Research Center (DKFZ)
Co-authored papers 1
Sonya J Ridden
Co-authored papers 1
Reiner Siebert
Co-authored papers 1
Avi Ma'ayan
Icahn School of Medicine at Mount Sinai
Co-authored papers 1
Arne Peine
University Hospital RWTH Aachen
Co-authored papers 1
Anke Schmeink
RWTH Aachen University
Co-authored papers 1
Michel L Tremblay
Co-authored papers 1
Helen M Byrne
Co-authored papers 1
Rainer Spang
University of Regensburg
Co-authored papers 1
Jianlong Wang
Co-authored papers 1
Lejla Begi??
Trier University of Applied Sciences
Co-authored papers 1
Christoph Thiemermann
The William Harvey Research Institute, Queen Mary University of London
Co-authored papers 1
Leo Anthony Celi
Harvard T.H. Chan School of Public Health, MIT
Co-authored papers 1
Holger S??ltmann
German Cancer Research Center (DKFZ)
Co-authored papers 1
Blaz Zupan
University of Ljubljana
Co-authored papers 1
Release 1.2