Image Processing and Analysis for Preclinical and Clinical Applications

Image Processing and Analysis for Preclinical and Clinical Applications

Radiomics is one of the most successful branches of research in the field of image processing and analysis, as it provides valuable quantitative information for the personalized medicine. It has the potential to discover features of the disease that cannot be appreciated with the naked eye in both p...

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Bibliographic Details
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
Subjects:
Chemistry
Research & information: general
[11C]-methionine positron emission tomography
4D-flow
abdominal ultrasound images
artificial intelligence
atrial fibrillation
automated prostate-volume estimation
Basal Cell Carcinoma
cancer
cancer cells
classification
colon
computed tomography
computed tomography images
computer-aided diagnosis
convolutional neural network
convolutional neural network (CNN)
deep learning
ENet
ERFNet
feature extraction
fundus image
gamma knife
Gate's method
glomerular filtration rate
high-level synthesis
image pre-processing
image registration
image-patch voting
imaging quantification
in vivo assay
magnetic resonance imaging (MRI)
maxillofacial fractures
medical-image analysis
MRI
n/a
neoadjuvant chemoradiation therapy (nCRT)
nuclear medicine
pathologic complete response (pCR)
PET/MRI co-registration
pipelined architecture
positron emission tomography-computed tomography
prostate
pulmonary vein ablation
radiography
radiomics
radiomics feature robustness
rectal cancer
renal depth
segmentation
skin lesion
soft tissue sarcoma
stasis
transfer learning
UNet
volume estimation
X-ray pre-processing
xenotransplant
zebrafish image analysis
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