MPG.eBooks - Description: Deep Learning in Medical Image Analysis

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Deep Learning in Medical Image Analysis

The accelerating power of deep learning in diagnosing diseases will empower physicians and speed up decision making in clinical environments. Applications of modern medical instruments and digitalization of medical care have generated enormous amounts of medical images in recent years. In this big d...

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Bibliographic Details
Main Author:	Zhang, Yudong
Other Authors:	Gorriz, Juan Manuel, Dong, Zhengchao
Format:	eBook
Language:	English
Published:	Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
Subjects:	Macroscopic Images Machine Learning Dermoscopic Images Magnetic Resonance Imaging (mri) Portable Monitoring Devices Quantitative Comparison Brain Tumor U-net Sparse-angle Low-dose Domain Transfer Cancer Prediction Image Processing N/a Egocentric Camera Armd Data Augmentation Diagnosis 1d-convolutional Neural Network Mri Deep Learning Diagnostics Surgical Tools Imaging Her2 Explainable Ai Microwave Breast Imaging Unsupervised Learning Whole Slide Image Processing Texture Analysis Bayesian Inference Neo-adjuvant Treatment Covid-19 Object Detection Transfer Learning Lung Disease Detection 3d Segmentation Breast Cancer Explainability Medical Imaging Classifiers Digital Pathology Computers In Medicine Taxonomy Musculoskeletal Images Machine Learning Models Mcmc Infection Detection Medical Images Cancer Convolutional Neural Networks Fmri Xai Ecg Signal Detection Multiple Instance Learning Medical Image Segmentation Segmentation Lung Cancer Image Reconstruction Discriminant Analysis Colon Cancer White Box Melanoma Domain Adaptation Medical Image Analysis Cervical Cancer Cyclegan Computer Vision Artificial Intelligence Black Box Multimodal Learning Optimizers Autism Image Classification Deep Learning Classification Open Surgery Skin Lesion Segmentation Meta-learning Glcm Matrix Pet Imaging Convolutional Neural Network Gibbs Sampling Computation Computed Tomography (ct) X-ray Images Tumour Cellularity Tumor Detection Change Detection Shifted-scaled Dirichlet Distribution Active Surface Interpretable/explainable Machine Learning
Online Access:	https://directory.doabooks.org/handle/20.500.12854... https://www.mdpi.com/books/pdfview/book/4188
Collection:	Directory of Open Access Books - Collection details see MPG.ReNa

Description
Summary:	The accelerating power of deep learning in diagnosing diseases will empower physicians and speed up decision making in clinical environments. Applications of modern medical instruments and digitalization of medical care have generated enormous amounts of medical images in recent years. In this big data arena, new deep learning methods and computational models for efficient data processing, analysis, and modeling of the generated data are crucially important for clinical applications and understanding the underlying biological process. This book presents and highlights novel algorithms, architectures, techniques, and applications of deep learning for medical image analysis.
Item Description:	Creative Commons (cc), https://creativecommons.org/licenses/by/4.0/
Physical Description:	1 electronic resource (458 p.)
ISBN:	9783036514697 9783036514703 books978-3-0365-1470-3

Deep Learning in Medical Image Analysis

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