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Synthesis of CT images from digital body phantoms using CycleGAN [dataset]
Jul 14, 2022 - Computer Assisted Clinical Medicine
Zöllner, Frank, 2022, "Synthesis of CT images from digital body phantoms using CycleGAN [dataset]", https://doi.org/10.11588/data/7NRFYC, heiDATA, V1
The potential of medical image analysis with neural networks is limited by the restricted availability of extensive data sets. The incorporation of synthetic training data is one approach to bypass this shortcoming, as synthetic data offer accurate annotations and unlimited data...
Economic impacts of oral diseases in 2019 - data for 194 countries
Jun 23, 2022 - Translational Health Economics
Jevdjevic, Milica; Listl, Stefan, 2022, "Economic impacts of oral diseases in 2019 - data for 194 countries", https://doi.org/10.11588/data/JGJKK0, heiDATA, V1, UNF:6:vnazrLSpgQXypPHGj+JjLQ== [fileUNF]
Data for the global, regional, and country-level economic impacts of oral diseases in 2019. Methodology is based on: (1) Listl S, Galloway J, Mossey PA, Marcenes W. Global Economic Impact of Dental Diseases. J Dent Res. 2015;94:1355-61. (2) Righolt AJ, Jevdjevic M, Marcenes W, Li...
Multimodal ground truth datasets for abdominal medical image registration [data]
Jun 22, 2022 - Computer Assisted Clinical Medicine
Zöllner, Frank, 2022, "Multimodal ground truth datasets for abdominal medical image registration [data]", https://doi.org/10.11588/data/ICSFUS, heiDATA, V1
Sparsity of annotated data is a major limitation in medical image processing tasks such as registration. Registered multimodal image data are essential for the diagnosis of medical conditions and the success of interventional medical procedures. To overcome the shortage of data,...
Key Signature Genes of Early Terminal Granulocytic Differentiation Distinguish Sepsis from SIRS on ICU Admission
May 30, 2022 - AG Lindner - Experimental Anesthesiology
Lindner, Holger, 2022, "Key Signature Genes of Early Terminal Granulocytic Differentiation Distinguish Sepsis from SIRS on ICU Admission", https://doi.org/10.11588/data/EIXOPN, heiDATA, V1, UNF:6:ZU8BBGGans0NwnKgxMjy8w== [fileUNF]
Background: Infection can induce granulopoiesis. This process potentially gives rise to blood gene classifiers of sepsis in systemic inflammatory response syndrome (SIRS) patients. The aim of this study was to identify sepsis signature genes in blood granulocytes from patients wi...
NLP in Diagnostic Texts from Nephropathology [Research Data]
May 27, 2022 - Institute of Pathology Mannheim
Legnar, Maximilian; Daumke, Philipp; Hesser, Jürgen; Porubsky, Stefan; Popovic, Zoran; Bindzus, Jan Niklas; Siemoneit, Joern-Helge; Weis, Cleo-Aron, 2022, "NLP in Diagnostic Texts from Nephropathology [Research Data]", https://doi.org/10.11588/data/KS5W0H, heiDATA, V1
This data set contains all annotated topic word tables from the work "NLP in Diagnostic Texts from Nephropathology", as well as all pre-processed and tf-idf-vectorized text files. The raw texts (i.e., descriptive and diagnostic sections) are explicitly not made available, since i...
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