Dominik Heider

Dominik Heider

Philipps-Universität Marburg

H-index: 33

Europe-Germany

About Dominik Heider

Dominik Heider, With an exceptional h-index of 33 and a recent h-index of 27 (since 2020), a distinguished researcher at Philipps-Universität Marburg, specializes in the field of Data Science, Machine Learning, Artificial Intelligence, Biomedical Informatics, MDx.

His recent articles reflect a diverse array of research interests and contributions to the field:

Artificial Intelligence and Bioinformatics Applications for Omics and Multi-Omics Studies

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

Turbo autoencoders for the DNA data storage channel with Autoturbo-DNA

Predicting hosts and cross-species transmission of Streptococcus agalactiae by interpretable machine learning

Inkjet-printed quantum dots on paper as concept towards high-density long-term data storage

POLAR: prediction of prolonged mechanical ventilation in patients with myasthenic crisis

The Role of a Bile Sample-based multiplex real-time PCR Assay (SeptiFast) in Antibiotic Management of Patients with Cholestatic Liver Diseases.

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

Dominik Heider Information

University

Position

Professor

Citations(all)

3776

Citations(since 2020)

2425

Cited By

1976

hIndex(all)

33

hIndex(since 2020)

27

i10Index(all)

81

i10Index(since 2020)

63

Email

University Profile Page

Philipps-Universität Marburg

Google Scholar

View Google Scholar Profile

Dominik Heider Skills & Research Interests

Data Science

Machine Learning

Artificial Intelligence

Biomedical Informatics

MDx

Top articles of Dominik Heider

Title

Journal

Author(s)

Publication Date

Artificial Intelligence and Bioinformatics Applications for Omics and Multi-Omics Studies

Frontiers in Genetics

Angelo Facchiano

Dominik Heider

Margherita Mutarelli

2024/2/7

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

Computational and Structural Biotechnology Journal

Oluwafemi A Sarumi

Maximilian Hahn

Dominik Heider

2024/12/1

Turbo autoencoders for the DNA data storage channel with Autoturbo-DNA

Iscience

Marius Welzel

Hagen Dreßler

Dominik Heider

2024/5/17

Predicting hosts and cross-species transmission of Streptococcus agalactiae by interpretable machine learning

Computers in Biology and Medicine

Yunxiao Ren

Carmen Li

Dulmini Nanayakkara Sapugahawatte

Chendi Zhu

Sebastian Spänig

...

2024/2/20

Inkjet-printed quantum dots on paper as concept towards high-density long-term data storage

Journal of Physics Communications

Nils Mengel

Marius Welzel

Woldemar Niedenthal

Markus Stein

Dominik Heider

...

2024/2/12

POLAR: prediction of prolonged mechanical ventilation in patients with myasthenic crisis

Journal of Neurology

Dominik Heider

Henning Stetefeld

Andreas Meisel

Julian Bösel

Marie Artho

...

2024/2/8

The Role of a Bile Sample-based multiplex real-time PCR Assay (SeptiFast) in Antibiotic Management of Patients with Cholestatic Liver Diseases.

Zeitschrift für Gastroenterologie

Michael Jahn

Mustafa Özçürümez

Alexander Dechêne

Sebastian Dolff

Hana Rohn

...

2023/1/18

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

Christian Waechter

Leon Fehse

Marius Welzel

Dominik Heider

Lek Babalija

...

2023/7/26

Human-in-the-Loop Causal Discovery under Latent Confounding using Ancestral GFlowNets

arXiv preprint arXiv:2309.12032

Tiago da Silva

Eliezer Silva

Adèle Ribeiro

António Góis

Dominik Heider

...

2023/9/21

Unsupervised encoding selection through ensemble pruning for biomedical classification

BioData Mining

Sebastian Spänig

Alexander Michel

Dominik Heider

2023/3/16

Autoturbo-DNA: Turbo-Autoencoders for the DNA data storage channel

bioRxiv

Marius Welzel

Hagen Dressler

Dominik Heider

2023

Common germline risk variants impact somatic alterations and clinical features across cancers

Cancer Research

Shinichi Namba

Yuki Saito

Yasunori Kogure

Tatsuo Masuda

Melissa L Bondy

...

2023

Sharing Data With Shared Benefits: Artificial Intelligence Perspective

Journal of Medical Internet Research

Mohammad Tajabadi

Linus Grabenhenrich

Adèle Ribeiro

Michael Leyer

Dominik Heider

2023/8/29

A parametric approach for molecular encodings using multilevel atomic neighborhoods applied to peptide classification

NAR Genomics and Bioinformatics

Georges Hattab

Aleksandar Anžel

Sebastian Spänig

Nils Neumann

Dominik Heider

2023/3

The FeatureCloud platform for federated learning in biomedicine: unified approach

Journal of Medical Internet Research

Julian Matschinske

Julian Späth

Mohammad Bakhtiari

Niklas Probul

Mohammad Mahdi Kazemi Majdabadi

...

2023

AI-based multi-PRS models outperform classical single-PRS models

Frontiers in Genetics

Jan Henric Klau

Carlo Maj

Hannah Klinkhammer

Peter Michael Krawitz

Andreas Mayr

...

2023

LAMPPrimerBank, a manually curated database of experimentally validated loop-mediated isothermal amplification primers for detection of respiratory pathogens

Infection

Fatemeh Arabi-Jeshvaghani

Fatemeh Javadi-Zarnaghi

Hannah Franziska Löchel

Roman Martin

Dominik Heider

2023/12

RepairNatrix-a Snakemake workflow for processing DNA sequencing data for DNA storage

Bioinformatics Advances

Peter Michael Schwarz

Marius Welzel

Dominik Heider

Bernd Freisleben

2023/8/26

Novel protein biomarkers for pneumonia and acute exacerbations in COPD: a pilot study

Frontiers in Medicine

Anna Lena Jung

Maria Han

Kathrin Griss

Wilhelm Bertrams

Christoph Nell

...

2023/6/5

Dissecting the genetic heterogeneity of gastric cancer

EBioMedicine

Timo Hess

Carlo Maj

Jan Gehlen

Oleg Borisov

Stephan L Haas

...

2023/6/1

See List of Professors in Dominik Heider University(Philipps-Universität Marburg)