Markus Löffler

Orcid: 0000-0002-0424-9933

Affiliations:
  • Universität Leipzig, Institut für Medizinische Informatik, Statistik und Epidemiologie


According to our database1, Markus Löffler authored at least 42 papers between 1983 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
The Concept of a Versatile Computing Tool Chain for Utilizing the Core Data Set of the Medical Informatics Initiative in the INTERPOLAR Project.
Proceedings of the German Medical Data Sciences 2024 - Health, 2024

2023
Announcement of the German Medical Text Corpus Project (GeMTeX).
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

2022
Towards the interpretability of deep learning models for multi-modal neuroimaging: Finding structural changes of the ageing brain.
NeuroImage, 2022

2020
Integration of mathematical model predictions into routine workflows to support clinical decision making in haematology.
BMC Medical Informatics Decis. Mak., 2020

The Human Blood Transcriptome in a Large Population Cohort and Its Relation to Aging and Health.
Frontiers Big Data, 2020

2019
The age-dependent relationship between resting heart rate variability and functional brain connectivity.
NeuroImage, 2019

Design of Metadata Services for Clinical Data Interoperability in Germany.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Design and Concept of the SMITH Phenotyping Pipeline.
Proceedings of the German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine - Proceedings of the 64th Annual Meeting of the German Association of Medical Informatics, Biometry and Epidemiology (gmds e.V.) 2019 in Dortmund, Germany, 2019

2018
White matter microstructural variability mediates the relation between obesity and cognition in healthy adults.
NeuroImage, 2018

3000PA - Towards a National Reference Corpus of German Clinical Language.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018

Ontology-Based Modelling of Web Content: Example Leipzig Health Atlas.
Proceedings of the Semantic Applications, Methodology, Technology, Corporate Use., 2018

2017
Predicting brain-age from multimodal imaging data captures cognitive impairment.
NeuroImage, 2017

Selecting, Packaging, and Granting Access for Sharing Study Data.
Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

2016
Ga contamination in silicon by Focused Ion Beam milling: Dynamic model simulation and Atom Probe Tomography experiment.
Microelectron. Reliab., 2016

Research in Progress on Integrating Health and Environmental Data in Epidemiological Studies.
Proceedings of the Business Information Systems Workshops, 2016

2014
Modelling chemotherapy effects on granulopoiesis.
BMC Syst. Biol., 2014

Prostate malignancy grading using gland-related shape descriptors.
Proceedings of the Medical Imaging 2014: Digital Pathology, 2014

2013
Merging concepts - coupling an agent-based model of hematopoietic stem cells with an ODE model of granulopoiesis.
BMC Syst. Biol., 2013

2012
Die Rolle der Wirtschaftsinformatik im E-Government.
Wirtschaftsinformatik Manag., 2012

2011
Die Rolle der Wirtschaftsinformatik im E-Government.
Wirtschaftsinf., 2011

A Comprehensive Model of the Spatio-Temporal Stem Cell and Tissue Organisation in the Intestinal Crypt.
PLoS Comput. Biol., 2011

Expression cartography of human tissues using self organizing maps.
BMC Bioinform., 2011

The Role of Business and Information Systems Engineering in E-Government.
Bus. Inf. Syst. Eng., 2011

2010
Individual fates of mesenchymal stem cells in vitro.
BMC Syst. Biol., 2010

3D-Reconstruction of Basal Cell Carcinoma.
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010

Designing a Concept for an IT-Infrastructure for an Integrated Research and Treatment Center.
Proceedings of the MEDINFO 2010, 2010

2009
Green IT reicht nicht aus!
Wirtschaftsinformatik Manag., 2009

Stem Cell Proliferation and Quiescence - Two Sides of the Same Coin.
PLoS Comput. Biol., 2009

Foundations of a Metadata Repository for Databases of Registers and Trials.
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009

2008
Quantify Prostate Cancer by Automated Histomorphometry.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008

2006
Image Registration of Differently Stained Histological Sections.
Proceedings of the International Conference on Image Processing, 2006

Registration of Histologic Colour Images of Different Staining.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006

2005
Three-dimensional reconstruction and quantification of cervical carcinoma invasion fronts from histological serial sections.
IEEE Trans. Medical Imaging, 2005

2004
Standardized Terminology for Clinical Trial Protocols Based on Top-Level Ontological Categories.
Proceedings of the Computer-based Support for Clinical Guidelines and Protocols, 2004

Adaptive Guideline-based Treatment Workflows with AdaptFlow.
Proceedings of the Computer-based Support for Clinical Guidelines and Protocols, 2004

2003
An individual cell-based model of the growth regulation of epithelial cell-populations in-vitro.
Proceedings of the German Conference on Bioinformatics, 2003

1996
Editorial: Informatik in den Biowissenschaften.
Informationstechnik Tech. Inform., 1996

A Dynamic Model of Spatial Cell Arrangement in Proliferative Epithelia using Locally Controlled Tesselation.
Proceedings of the German Conference on Bioinformatics, 1996

1994
Workshop Modellierung der Zelldifferenzierung.
Künstliche Intell., 1994

1990
Strategies for Identification of Regulation Processes in the Intestinal Epithelium after Perturbation.
Proceedings of the Analyse dynamischer Systeme in Medizin, 1990

A Stochastic Branching Model of the Steady State Growth of Intestinal Crypts.
Proceedings of the Analyse dynamischer Systeme in Medizin, 1990

1983
Überlegungen zu einem umfassenden kybernetischen Modell der hämopoetischen Stammzellen und Progenitorzellen.
PhD thesis, 1983


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