Dennis Toddenroth

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 19

Top Topics

Machine Learning

Colorectal Cancer

Predictive Model

Top Venues

Artif. Intell. Medicine

BMC Medical Informatics Decis. Mak.

Publications

Dennis Toddenroth
Classifiers of Medical Eponymy in Scientific Texts. MIE (2023)
Baris Güngör, Noemi Deppenwiese, Jonathan M. Mang, Dennis Toddenroth
Analysis of the Representation of Frequent Clinical Attributes in the Unified Medical Language System. pHealth (2022)
Sebastian Neher, Lorenz A. Kapsner, Hans-Ulrich Prokosch, Dennis Toddenroth
Design of an Interactive Web Application for Teaching Uncertainty Interpretations of Clinical Tests. GMDS (2021)
Stefan Kraus, Dennis Toddenroth, Martin Staudigel, Wolfgang Rödle, Philipp Unberath, Lena Griebel, Hans-Ulrich Prokosch, Sebastian Mate
Mapping the Entire Record - An Alternative Approach to Data Access from Medical Logic Modules. Appl. Clin. Inform. 11 (02) (2020)
Jonathan Mang, Stefanie Schild, Hans-Ulrich Prokosch, Christian Jeleazcov, Anne Heinrich, Dennis Toddenroth
Evaluation of a Patient-Facing Digital Prototype for Perioperative Risk Assessment. EFMI-STC (2019)
Wolfgang Rödle, Stefan Wimmer, Julia Zahn, Hans-Ulrich Prokosch, Bernward Hinkes, Antje Neubert, Wolfgang Rascher, Stefan Kraus, Dennis Toddenroth, Brita Sedlmayr
User-Centered Development of an Online Platform for Drug Dosing Recommendations in Pediatrics. Appl. Clin. Inform. 10 (04) (2019)
Sebastian Mate, Thomas Bürkle, Lorenz A. Kapsner, Dennis Toddenroth, Marvin O. Kampf, Martin Sedlmayr, Ixchel Castellanos, Hans-Ulrich Prokosch, Stefan Kraus
A method for the graphical modeling of relative temporal constraints. J. Biomed. Informatics 100 (2019)
Marcel von Lucadou, Thomas Ganslandt, Hans-Ulrich Prokosch, Dennis Toddenroth
Feasibility analysis of conducting observational studies with the electronic health record. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Christian Gulden, Melanie Kirchner, Christina Schüttler, Marc Hinderer, Marvin O. Kampf, Hans-Ulrich Prokosch, Dennis Toddenroth
Extractive summarization of clinical trial descriptions. Int. J. Medical Informatics 129 (2019)
Stefan Kraus, Caroline Drescher, Martin Sedlmayr, Ixchel Castellanos, Hans-Ulrich Prokosch, Dennis Toddenroth
Using Arden Syntax for the creation of a multi-patient surveillance dashboard. Artif. Intell. Medicine 92 (2018)
Stefan Kraus, Marc Rosenbauer, Lutz Schröder, Thomas Bürkle, Klaus-Peter Adlassnig, Dennis Toddenroth
A detailed analysis of the Arden Syntax expression grammar. J. Biomed. Informatics 83 (2018)
Ixchel Castellanos, Stefan Kraus, Dennis Toddenroth, Hans-Ulrich Prokosch, Thomas Bürkle
Using Arden Syntax Medical Logic Modules to reduce overutilization of laboratory tests for detection of bacterial infections - Success or failure? Artif. Intell. Medicine 92 (2018)
Julian Gründner, Hans-Ulrich Prokosch, Michael Stürzl, Roland Croner, Jan Christoph, Dennis Toddenroth
Predicting Clinical Outcomes in Colorectal Cancer Using Machine Learning. MIE (2018)
Philipp Sippl, Thomas Ganslandt, Hans-Ulrich Prokosch, Tino Muenster, Dennis Toddenroth
Machine Learning Models of Post-Intubation Hypoxia During General Anesthesia. GMDS (2017)
Johannes Hirschmann, Brita Sedlmayr, Jakob Zierk, Manfred Rauh, Markus Metzler, Hans-Ulrich Prokosch, Dennis Toddenroth
Evaluation of an Interactive Visualization Tool for the Interpretation of Pediatric Laboratory Test Results. GMDS (2017)
Stefan Kraus, Ixchel Castellanos, Matthias Albermann, Christina Schuettler, Hans-Ulrich Prokosch, Martin Staudigel, Dennis Toddenroth
Using Arden Syntax for the Generation of Intelligent Intensive Care Discharge Letters. MIE (2016)
Dennis Toddenroth, Thomas Ganslandt, Caroline Drescher, Thomas Weith, Hans-Ulrich Prokosch, Jürgen Schüttler, Tino Muenster
Algorithmic Summaries of Perioperative Blood Pressure Fluctuations. MIE (2016)
Dennis Toddenroth, Janakan Sivagnanasundaram, Hans-Ulrich Prokosch, Thomas Ganslandt
Concept and implementation of a study dashboard module for a continuous monitoring of trial recruitment and documentation. J. Biomed. Informatics 64 (2016)
Lena Griebel, Hans-Ulrich Prokosch, Felix Köpcke, Dennis Toddenroth, Jan Christoph, Ines Leb, Igor Engel, Martin Sedlmayr
A scoping review of cloud computing in healthcare. BMC Medical Informatics Decis. Mak. 15 (2015)
Dennis Toddenroth, Thomas Ganslandt, Ixchel Castellanos, Hans-Ulrich Prokosch, Thomas Bürkle
Employing heat maps to mine associations in structured routine care data. Artif. Intell. Medicine 60 (2) (2014)
Felix Köpcke, Dorota Lubgan, Rainer Fietkau, Axel Scholler, Carla Nau, Michael Stürzl, Roland Croner, Hans-Ulrich Prokosch, Dennis Toddenroth
Evaluating predictive modeling algorithms to assess patient eligibility for clinical trials from routine data. BMC Medical Informatics Decis. Mak. 13 (2013)