Concepedia

Dominik Müller

DM

8

Publications

431

Citations

8

H-Index

2021

Active since

Affiliations

University of Augsburg(Current)

University Hospital Augsburg

The University of Texas Health Science Center at Houston

Dominik Müller is an author at University of Augsburg specializing in medical imaging, medical image computing, and medical image analysis.

Top concepts

RadiologyEngineeringData ScienceImage AnalysisMedical ImagingMachine LearningMedical Image AnalysisMedical Image ComputingHealthDeep Learning

Publications per year

2021–2024

8

Publications

8

MIScnn: a framework for medical image segmentation with convolutional neural networks and deep learning

Dominik Müller, Frank Krämer · BMC Medical Imaging · 2021 · 134 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Image Analysis +13

An Analysis on Ensemble Learning Optimized Medical Image Classification With Deep Convolutional Neural Networks

Dominik Müller, Iñaki Soto‐Rey, Frank Krämer · IEEE Access · 2022 · 112 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +21

Robust chest CT image segmentation of COVID-19 lung infection based on limited data

Dominik Müller, Iñaki Soto‐Rey, Frank Krämer · Informatics in Medicine Unlocked · 2021 · 104 citations · Full text

MISeval: A Metric Library for Medical Image Segmentation Evaluation

Dominik Müller, Dennis Hartmann, Philip Meyer et al. · Studies in health technology and informatics · 2022 · 21 citations · Full text

Artificial Intelligence, Correct Performance Assessment, Medical Image Segmentation +20

Towards a Guideline for Evaluation Metrics in Medical Image Segmentation

Dominik Müller, Iñaki Soto Rey, Frank Krämer · Zenodo (CERN European Organization for Nuclear Research) · 2022 · 20 citations · Full text

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