Müller D - Search Results

1

Assessing Patient Health Dynamics by Comparative CT Analysis: An Automatic Approach to Organ and Body Feature Evaluation.

Müller D, Voran JC, Macedo M, Hartmann D, Lind C, Frank D, Schreiweis B, Kramer F, Ulrich H. Müller D, et al. Diagnostics (Basel). 2024 Dec 8;14(23):2760. doi: 10.3390/diagnostics14232760. Diagnostics (Basel). 2024. PMID: 39682668 Free PMC article.

2

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

Müller D, Kramer F. Müller D, et al. BMC Med Imaging. 2021 Jan 18;21(1):12. doi: 10.1186/s12880-020-00543-7. BMC Med Imaging. 2021. PMID: 33461500 Free PMC article.

3

MISM: A Medical Image Segmentation Metric for Evaluation of Weak Labeled Data.

Hartmann D, Schmid V, Meyer P, Auer F, Soto-Rey I, Müller D, Kramer F. Hartmann D, et al. Among authors: muller d. Diagnostics (Basel). 2023 Aug 8;13(16):2618. doi: 10.3390/diagnostics13162618. Diagnostics (Basel). 2023. PMID: 37627877 Free PMC article.

4

COVID-19 Image Segmentation Based on Deep Learning and Ensemble Learning.

Meyer P, Müller D, Soto-Rey I, Kramer F. Meyer P, et al. Among authors: muller d. Stud Health Technol Inform. 2021 May 27;281:518-519. doi: 10.3233/SHTI210223. Stud Health Technol Inform. 2021. PMID: 34042629

5

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

Müller D, Soto-Rey I, Kramer F. Müller D, et al. Inform Med Unlocked. 2021;25:100681. doi: 10.1016/j.imu.2021.100681. Epub 2021 Jul 27. Inform Med Unlocked. 2021. PMID: 34337140 Free PMC article.

6

Multi-Disease Detection in Retinal Imaging Based on Ensembling Heterogeneous Deep Learning Models.

Müller D, Soto-Rey I, Kramer F. Müller D, et al. Stud Health Technol Inform. 2021 Sep 21;283:23-31. doi: 10.3233/SHTI210537. Stud Health Technol Inform. 2021. PMID: 34545816

7

MISeval: A Metric Library for Medical Image Segmentation Evaluation.

Müller D, Hartmann D, Meyer P, Auer F, Soto-Rey I, Kramer F. Müller D, et al. Stud Health Technol Inform. 2022 May 25;294:33-37. doi: 10.3233/SHTI220391. Stud Health Technol Inform. 2022. PMID: 35612011

8

Towards a guideline for evaluation metrics in medical image segmentation.

Müller D, Soto-Rey I, Kramer F. Müller D, et al. BMC Res Notes. 2022 Jun 20;15(1):210. doi: 10.1186/s13104-022-06096-y. BMC Res Notes. 2022. PMID: 35725483 Free PMC article. Review.

9

Predicting Overall Survival of Glioblastoma Patients Using Deep Learning Classification Based on MRIs.

Ott K, Cepeda S, Hartmann D, Kramer F, Müller D. Ott K, et al. Among authors: muller d. Stud Health Technol Inform. 2024 Aug 30;317:356-365. doi: 10.3233/SHTI240878. Stud Health Technol Inform. 2024. PMID: 39234740

10

Implementation of Gene Expression Profiles in the HL7 FHIR Standard.

Auer F, Abdykalykova Z, Müller D, Kramer F. Auer F, et al. Among authors: muller d. Stud Health Technol Inform. 2022 May 25;294:417-418. doi: 10.3233/SHTI220490. Stud Health Technol Inform. 2022. PMID: 35612112

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