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Artificial Intelligence in Clinical Medical Imaging
Mitwirkende(r): Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Verlag: [Erscheinungsort nicht ermittelbar] : MDPI - Multidisciplinary Digital Publishing Institute, 2024Beschreibung: 1 Online-Ressource (1 electronic resource 210 p.)ISBN:- 9783725808755
- 9783725808762
- Technology, Engineering, Agriculture, Industrial processes
- Industrial chemistry and manufacturing technologies
- Industrial chemistry and chemical engineering
- Pharmaceutical chemistry and technology
- 3D reconstruction
- CNN
- DeepLabV3+
- Double U-Net
- GCAM-attention
- UNet-PWP
- acute myocardial infarction
- adaptive partitioning
- artificial intelligence
- augmentation
- autism
- autism spectrum disorders
- bone metastasis segmentation
- brain tumor classification
- cardiovascular diseases
- convolutional neural network
- coronary angiography
- coronary artery stenosis detection
- decision tree
- deep learning
- diabetic retinopathy
- disc height
- dynamic contrast-enhanced imaging
- ensemble
- explainable AI
- fMRI
- feature learning
- fractional flow reserve
- functional MRI
- fundus image
- glaucoma
- herniated intervertebral disc
- image analysis
- kidney tumor segmentation
- lesion detection
- lumbar disc bulging
- machine learning
- magnetic resonance imaging
- medical diagnostics
- negative mining
- one-stage detection
- optimization
- plain radiography
- pooling function
- pre-train
- random forest
- residual networks
- resting state
- segmentation
- small liver tumor
- transfer learning
- vanishing gradient
- weight pruning
- without segmentation
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