Dominik Heider

Affiliations

Department of Mathematics and Computer Science, Philipps University of Marburg, Marburg, Germany.

Publications (28)

NAFLD-Associated Comorbidities in Advanced Stage HCC Do Not Alter the Safety and Efficacy of Yttrium-90 Radioembolization.

Liver cancer

Avec: Clemens Schotten , Lars P Bechmann , Paul Manka , Jens Theysohn , Alexander Dechêne , Amr El Fouly , Francesco Barbato , Ursula Neumann , Sonia Radünz , Svenja Sydor , Dominik Heider , Marino Venerito , Ali Canbay , Guido Gerken , Ken Herrmann , Heiner Wedemeyer , Jan Best

The virtual doctor: An interactive clinical-decision-support system based on deep learning for non-invasive prediction of diabetes.

Artificial intelligence in medicine

Avec: Sebastian Spänig , Agnes Emberger-Klein , Jan-Peter Sowa , Ali Canbay , Klaus Menrad , Dominik Heider

Longitudinal association between panic disorder and health care costs in older adults.

Depression and anxiety

Avec: Johanna Katharina Hohls , Hans-Helmut König , Dirk Heider , Hermann Brenner , Friederike Böhlen , Herbert Matschinger , Kai-Uwe Saum , Ben Schöttker , Walter Emil Haefeli , André Hajek , Beate Wild

GUESS: projecting machine learning scores to well-calibrated probability estimates for clinical decision-making.

Bioinformatics (Oxford, England)

Avec: Johanna Schwarz , Dominik Heider

Caring for the elderly: A person-centered segmentation approach for exploring the association between health care needs, mental health care use, and costs in Germany.

PloS one

Avec: Beate Wild , Dirk Heider , Dieter Schellberg , Friederike Böhlen , Ben Schöttker , Dana Clarissa Muhlack , Hans-Helmut König , Joris Slaets

CORDITE: The Curated CORona Drug InTERactions Database for SARS-CoV-2.

iScience

Avec: Roman Martin , Hannah F Löchel , Marius Welzel , Georges Hattab , Anne-Christin Hauschild , Dominik Heider

Gaussian noise up-sampling is better suited than SMOTE and ADASYN for clinical decision making.

BioData mining

Avec: Jacqueline Beinecke , Dominik Heider

Transaminase Concentrations Cannot Separate Non-Alcoholic Fatty Liver and Non-Alcoholic Steatohepatitis in Morbidly Obese Patients Irrespective of Histological Algorithm.

Digestive diseases (Basel, Switzerland)

Avec: Peter Lemmer , Nicole Selbach , Theodor Baars , Mustafa Porsch-Özcürümez , Dominik Heider , Ali Canbay , Jan-Peter Sowa

High-scale random access on DNA storage systems.

NAR genomics and bioinformatics

Avec: Alex El-Shaikh , Marius Welzel , Dominik Heider , Bernhard Seeger

The relationship between land cover and microbial community composition in European lakes.

The Science of the total environment

Avec: Theodor Sperlea , Jan Philip Schenk , Hagen Dreßler , Daniela Beisser , Georges Hattab , Jens Boenigk , Dominik Heider

Context-Aware Phylogenetic Trees for Phylogeny-Based Taxonomy Visualization.

Frontiers in genetics

Avec: Gizem Kaya , Chisom Ezekannagha , Dominik Heider , Georges Hattab

NeuralBeds: Neural embeddings for efficient DNA data compression and optimized similarity search.

Computational and structural biotechnology journal

Avec: Oluwafemi A Sarumi , Maximilian Hahn , Dominik Heider

Evaluation of machine learning strategies for imaging confirmed prostate cancer recurrence prediction on electronic health records.

Computers in biology and medicine

Avec: Jacqueline Michelle Beinecke , Patrick Anders , Tino Schurrat , Dominik Heider , Markus Luster , Damiano Librizzi , Anne-Christin Hauschild

Development and implementation of a treatment pathway to reduce coronary angiograms - lessons from a failure.

BMC health services research

Avec: Jutta Jung-Henrich , Kathrin Schlößler , Til Uebel , Nino Chikhradze , Anastasia Suslow , Nicole Lindner , Sandra Fahrenkrog , Judith Kraft , Eva Hummers , Horst Christian Vollmar , Ildikó Gágyor , Dirk Heider , Hans-Helmut König , Norbert Donner-Banzhoff

Multivalent binding kinetics resolved by fluorescence proximity sensing.

Communications biology

Avec: Clemens Schulte , Alice Soldà , Sebastian Spänig , Nathan Adams , Ivana Bekić , Werner Streicher , Dominik Heider , Ralf Strasser , Hans Michael Maric

Phenotypic differences between female and male individuals with suspicion of autism spectrum disorder.

Molecular autism

Avec: Sanna Stroth , Johannes Tauscher , Nicole Wolff , Charlotte Küpper , Luise Poustka , Stefan Roepke , Veit Roessner , Dominik Heider , Inge Kamp-Becker

Gender-specific association of loneliness and health care use in community-dwelling older adults.

BMC geriatrics

Avec: Friederike Hildegard Boehlen , Dirk Heider , Dieter Schellberg , Johanna Katharina Hohls , Ben Schöttker , Hermann Brenner , Hans-Christoph Friederich , Hans-Helmut König , Beate Wild

Comparative analysis of full-length 16s ribosomal RNA genome sequencing in human fecal samples using primer sets with different degrees of degeneracy.

Frontiers in genetics

Avec: Christian Waechter , Leon Fehse , Marius Welzel , Dominik Heider , Lek Babalija , Juan Cheko , Julian Mueller , Jochen Pöling , Thomas Braun , Sabine Pankuweit , Eberhard Weihe , Ralf Kinscherf , Bernhard Schieffer , Ulrich Luesebrink , Muhidien Soufi , Volker Ruppert

Telephone Health Coaching and Remote Exercise Monitoring (TeGeCoach) in Peripheral Arterial Occlusive Disease—a Randomized Controlled Trial.

Deutsches Arzteblatt international

Avec: Farhad Rezvani , Dirk Heider , Hans-Helmut König , Lutz Herbarth , Patrick Steinisch , Franziska Schuhmann , Hannes Böbinger , Gundula Krack , Thomas Korth , Lara Thomsen , Daniela Patricia Chase , Robert Schreiber , Mark-Dominik Alscher , Benjamin Finger , Martin Härter , Jörg Dirmaier

Fetal liver macrophages contribute to the hematopoietic stem cell niche by controlling granulopoiesis.

eLife

Avec: Amir Hossein Kayvanjoo , Iva Splichalova , David Alejandro Bejarano , Hao Huang , Katharina Mauel , Nikola Makdissi , David Heider , Hui Ming Tew , Nora Reka Balzer , Eric Greto , Collins Osei-Sarpong , Kevin Baßler , Joachim L Schultze , Stefan Uderhardt , Eva Kiermaier , Marc Beyer , Andreas Schlitzer , Elvira Mass

Privacy-preserving decentralized learning methods for biomedical applications.

Computational and structural biotechnology journal

Avec: Mohammad Tajabadi , Roman Martin , Dominik Heider

Telephone health coaching with exercise monitoring using wearable activity trackers (TeGeCoach) for improving walking impairment in peripheral artery disease: study protocol for a randomised controlled trial and economic evaluation.

BMJ open

Avec: Farhad Rezvani , Dirk Heider , Martin Härter , Hans-Helmut König , Frank Bienert , Julia Brinkmann , Lutz Herbarth , Edith Kramer , Patrick Steinisch , Frank Freudenstein , René Terhalle , Yvonne Grosse , Susanne Bock , Jacqueline Posselt , Corinna Beutel , Franziska Reif , Florian Kirchhoff , Carolin Neuschwander , Franziska Löffler , Lisa Brunner , Patrick Dickmeis , Thomas Heidenthal , Lara Schmitz , Daniela Patricia Chase , Claudia Seelenmeyer , Mark Dominik Alscher , Uwe Tegtbur , Jörg Dirmaier

Encodings and models for antimicrobial peptide classification for multi-resistant pathogens.

BioData mining

Avec: Sebastian Spänig , Dominik Heider

Prediction of antimicrobial resistance based on whole-genome sequencing and machine learning.

Bioinformatics (Oxford, England)

Avec: Yunxiao Ren , Trinad Chakraborty , Swapnil Doijad , Linda Falgenhauer , Jane Falgenhauer , Alexander Goesmann , Anne-Christin Hauschild , Oliver Schwengers , Dominik Heider

MOSGA 2: Comparative genomics and validation tools.

Computational and structural biotechnology journal

Avec: Roman Martin , Hagen Dreßler , Georges Hattab , Thomas Hackl , Matthias G Fischer , Dominik Heider

MOSGA: Modular Open-Source Genome Annotator.

Bioinformatics (Oxford, England)

Avec: Roman Martin , Thomas Hackl , Georges Hattab , Matthias G Fischer , Dominik Heider

sPLINK: a hybrid federated tool as a robust alternative to meta-analysis in genome-wide association studies.

Genome biology

Avec: Reza Nasirigerdeh , Reihaneh Torkzadehmahani , Julian Matschinske , Tobias Frisch , Markus List , Julian Späth , Stefan Weiss , Uwe Völker , Esa Pitkänen , Dominik Heider , Nina Kerstin Wenke , Georgios Kaissis , Daniel Rueckert , Tim Kacprowski , Jan Baumbach

Integrative Analysis of Next-Generation Sequencing for Next-Generation Cancer Research toward Artificial Intelligence.

Cancers

Avec: Youngjun Park , Dominik Heider , Anne-Christin Hauschild

Réseau de co-auteurs

Hans-Helmut König 6 collaborations

Dirk Heider 6 collaborations

Georges Hattab 5 collaborations

Roman Martin 4 collaborations

Anne-Christin Hauschild 4 collaborations

Ali Canbay 3 collaborations

Sebastian Spänig 3 collaborations

Ben Schöttker 3 collaborations

Beate Wild 3 collaborations

Marius Welzel 3 collaborations

Jan-Peter Sowa 2 collaborations

Johanna Katharina Hohls 2 collaborations

Hermann Brenner 2 collaborations

Friederike Böhlen 2 collaborations

Dieter Schellberg 2 collaborations

Hagen Dreßler 2 collaborations

Farhad Rezvani 2 collaborations

Lutz Herbarth 2 collaborations

Patrick Steinisch 2 collaborations

Daniela Patricia Chase 2 collaborations

Martin Härter 2 collaborations

Jörg Dirmaier 2 collaborations

Thomas Hackl 2 collaborations

Matthias G Fischer 2 collaborations

Clemens Schotten 1 collaboration

Lars P Bechmann 1 collaboration

Paul Manka 1 collaboration

Jens Theysohn 1 collaboration

Alexander Dechêne 1 collaboration

Amr El Fouly 1 collaboration

Francesco Barbato 1 collaboration

Ursula Neumann 1 collaboration

Sonia Radünz 1 collaboration

Svenja Sydor 1 collaboration

Marino Venerito 1 collaboration

Guido Gerken 1 collaboration

Ken Herrmann 1 collaboration

Heiner Wedemeyer 1 collaboration

Jan Best 1 collaboration

Agnes Emberger-Klein 1 collaboration

Klaus Menrad 1 collaboration

Herbert Matschinger 1 collaboration

Kai-Uwe Saum 1 collaboration

Walter Emil Haefeli 1 collaboration

André Hajek 1 collaboration

Johanna Schwarz 1 collaboration

Dana Clarissa Muhlack 1 collaboration

Joris Slaets 1 collaboration

Hannah F Löchel 1 collaboration

Jacqueline Beinecke 1 collaboration

Peter Lemmer 1 collaboration

Nicole Selbach 1 collaboration

Theodor Baars 1 collaboration

Mustafa Porsch-Özcürümez 1 collaboration

Alex El-Shaikh 1 collaboration

Bernhard Seeger 1 collaboration

Theodor Sperlea 1 collaboration

Jan Philip Schenk 1 collaboration

Daniela Beisser 1 collaboration

Jens Boenigk 1 collaboration

Gizem Kaya 1 collaboration

Chisom Ezekannagha 1 collaboration

Oluwafemi A Sarumi 1 collaboration

Maximilian Hahn 1 collaboration

Jacqueline Michelle Beinecke 1 collaboration

Patrick Anders 1 collaboration

Tino Schurrat 1 collaboration

Markus Luster 1 collaboration

Damiano Librizzi 1 collaboration

Jutta Jung-Henrich 1 collaboration

Kathrin Schlößler 1 collaboration

Til Uebel 1 collaboration

Nino Chikhradze 1 collaboration

Anastasia Suslow 1 collaboration

Nicole Lindner 1 collaboration

Sandra Fahrenkrog 1 collaboration

Judith Kraft 1 collaboration

Eva Hummers 1 collaboration

Horst Christian Vollmar 1 collaboration

Ildikó Gágyor 1 collaboration

Norbert Donner-Banzhoff 1 collaboration

Clemens Schulte 1 collaboration

Alice Soldà 1 collaboration

Nathan Adams 1 collaboration

Ivana Bekić 1 collaboration

Werner Streicher 1 collaboration

Ralf Strasser 1 collaboration

Hans Michael Maric 1 collaboration

Sanna Stroth 1 collaboration

Johannes Tauscher 1 collaboration

Nicole Wolff 1 collaboration

Charlotte Küpper 1 collaboration

Luise Poustka 1 collaboration

Stefan Roepke 1 collaboration

Veit Roessner 1 collaboration

Inge Kamp-Becker 1 collaboration

Friederike Hildegard Boehlen 1 collaboration

Hans-Christoph Friederich 1 collaboration

Christian Waechter 1 collaboration

Leon Fehse 1 collaboration

Lek Babalija 1 collaboration

Juan Cheko 1 collaboration

Julian Mueller 1 collaboration

Jochen Pöling 1 collaboration

Thomas Braun 1 collaboration

Sabine Pankuweit 1 collaboration

Eberhard Weihe 1 collaboration

Ralf Kinscherf 1 collaboration

Bernhard Schieffer 1 collaboration

Ulrich Luesebrink 1 collaboration

Muhidien Soufi 1 collaboration

Volker Ruppert 1 collaboration

Franziska Schuhmann 1 collaboration

Hannes Böbinger 1 collaboration

Gundula Krack 1 collaboration

Thomas Korth 1 collaboration

Lara Thomsen 1 collaboration

Robert Schreiber 1 collaboration

Mark-Dominik Alscher 1 collaboration

Benjamin Finger 1 collaboration

Amir Hossein Kayvanjoo 1 collaboration

Iva Splichalova 1 collaboration

David Alejandro Bejarano 1 collaboration

Hao Huang 1 collaboration

Katharina Mauel 1 collaboration

Nikola Makdissi 1 collaboration

David Heider 1 collaboration

Hui Ming Tew 1 collaboration

Nora Reka Balzer 1 collaboration

Eric Greto 1 collaboration

Collins Osei-Sarpong 1 collaboration

Kevin Baßler 1 collaboration

Joachim L Schultze 1 collaboration

Stefan Uderhardt 1 collaboration

Eva Kiermaier 1 collaboration

Marc Beyer 1 collaboration

Andreas Schlitzer 1 collaboration

Elvira Mass 1 collaboration

Mohammad Tajabadi 1 collaboration

Frank Bienert 1 collaboration

Julia Brinkmann 1 collaboration

Edith Kramer 1 collaboration

Frank Freudenstein 1 collaboration

René Terhalle 1 collaboration

Yvonne Grosse 1 collaboration

Susanne Bock 1 collaboration

Jacqueline Posselt 1 collaboration

Corinna Beutel 1 collaboration

Franziska Reif 1 collaboration

Florian Kirchhoff 1 collaboration

Carolin Neuschwander 1 collaboration

Franziska Löffler 1 collaboration

Lisa Brunner 1 collaboration

Patrick Dickmeis 1 collaboration

Thomas Heidenthal 1 collaboration

Lara Schmitz 1 collaboration

Claudia Seelenmeyer 1 collaboration

Mark Dominik Alscher 1 collaboration

Uwe Tegtbur 1 collaboration

Yunxiao Ren 1 collaboration

Trinad Chakraborty 1 collaboration

Swapnil Doijad 1 collaboration

Linda Falgenhauer 1 collaboration

Jane Falgenhauer 1 collaboration

Alexander Goesmann 1 collaboration

Oliver Schwengers 1 collaboration

Reza Nasirigerdeh 1 collaboration

Reihaneh Torkzadehmahani 1 collaboration

Julian Matschinske 1 collaboration

Tobias Frisch 1 collaboration

Markus List 1 collaboration

Julian Späth 1 collaboration

Stefan Weiss 1 collaboration

Uwe Völker 1 collaboration

Esa Pitkänen 1 collaboration

Nina Kerstin Wenke 1 collaboration

Georgios Kaissis 1 collaboration

Daniel Rueckert 1 collaboration

Tim Kacprowski 1 collaboration

Jan Baumbach 1 collaboration

Youngjun Park 1 collaboration