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Recent Advances in Deep Learning and Medical Imaging for Cancer Treatment
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 420 p.)ISBN:- 9783725807116
- 9783725807123
- Medicine and Nursing
- Medicine: general issues
- 4D classification
- Adaptive Aquila Optimizer
- BCN 20000 dataset
- Bernstein polynomial (bsp)
- CT
- EfficientNet B0
- Grad-CAM
- HAM 10000 dataset
- LIME
- PET
- ResNet50
- U-Net
- VGG16
- XAI
- acute lymphoblastic leukemia
- adversarial propagation
- artificial intelligence
- attention
- attention branch network
- attention map
- attention mechanism
- biliary strictures
- bladder cancer
- breast cancer
- breast cancer classification
- cancer
- cancer diagnosis
- chemotherapy
- cholangioscopy
- class activation map
- classification
- computed tomography
- computed tomography (CT) imaging
- computer aided diagnosis
- computer-aided diagnostics
- convolution neural network (CNN)
- convolutional neural networks
- coronavirus disease
- cost-sensitive
- data scarcity
- decision making
- deep learning
- deep-learning
- dermatologists
- dermatology
- diffuse large B-cell lymphoma
- digital dermatology
- enhanced swin transformer network
- ensemble learning
- expert knowledge embedding
- explainable AI
- explainable artificial intelligence
- feature fusion
- feature selection
- genetic algorithm (ga)
- gradient-based class
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