Validation and evaluation metrics for medical and biomedical image synthesis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F22%3A00126257" target="_blank" >RIV/00216224:14330/22:00126257 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1016/B978-0-12-824349-7.00032-3" target="_blank" >http://dx.doi.org/10.1016/B978-0-12-824349-7.00032-3</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/B978-0-12-824349-7.00032-3" target="_blank" >10.1016/B978-0-12-824349-7.00032-3</a>
Alternative languages
Result language
angličtina
Original language name
Validation and evaluation metrics for medical and biomedical image synthesis
Original language description
Synthetic image data play an important role in the verification of medical and biomedical image analysis algorithms. However, the usage of such data strongly relies on their quality and plausibility. Despite the emergence of many frameworks for image synthesis in recent years, the quality of the generated images has not been sufficiently assessed in many cases, or the methodology varied across the publications. If we want to use synthetic image data for the verification of biomedical analysis tools, then the images should resemble the real ones as much as possible with evidence about their similarity. Initially, the hardware available for simulations was limited. Therefore, the validation was not under the scope of interest. With the technological improvements, the expectations put on synthetic data have arisen. Proper validation of synthetic image data is nowadays becoming essential.
Czech name
—
Czech description
—
Classification
Type
C - Chapter in a specialist book
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
—
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2022
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Book/collection name
Biomedical Image Synthesis and Simulation - Methods and Applications
ISBN
9780128243497
Number of pages of the result
28
Pages from-to
573-600
Number of pages of the book
674
Publisher name
Elsevier
Place of publication
Neuveden
UT code for WoS chapter
—