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Applications of Medical Artificial Intelligence

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Cover of 'Applications of Medical Artificial Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 Increasing the Accessibility of Peripheral Artery Disease Screening with Deep Learning
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    Chapter 2 Deep Learning Meets Computational Fluid Dynamics to Assess CAD in CCTA
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    Chapter 3 Machine Learning for Dynamically Predicting the Onset of Renal Replacement Therapy in Chronic Kidney Disease Patients Using Claims Data
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    Chapter 4 Uncertainty-Aware Geographic Atrophy Progression Prediction from Fundus Autofluorescence
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    Chapter 5 Automated Assessment of Renal Calculi in Serial Computed Tomography Scans
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    Chapter 6 Prediction of Mandibular ORN Incidence from 3D Radiation Dose Distribution Maps Using Deep Learning
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    Chapter 7 Analysis of Potential Biases on Mammography Datasets for Deep Learning Model Development
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    Chapter 8 ECG-ATK-GAN: Robustness Against Adversarial Attacks on ECGs Using Conditional Generative Adversarial Networks
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    Chapter 9 CADIA: A Success Story in Breast Cancer Diagnosis with Digital Pathology and AI Image Analysis
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    Chapter 10 Was that so Hard? Estimating Human Classification Difficulty
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    Chapter 11 A Deep Learning-Based Interactive Medical Image Segmentation Framework
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    Chapter 12 Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin and Eosin-Stained Histological Images
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    Chapter 13 Spatial Feature Conservation Networks (SFCNs) for Dilated Convolutions to Improve Breast Cancer Segmentation from DCE-MRI
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    Chapter 14 The Impact of Using Voxel-Level Segmentation Metrics on Evaluating Multifocal Prostate Cancer Localisation
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    Chapter 15 OOOE: Only-One-Object-Exists Assumption to Find Very Small Objects in Chest Radiographs
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    Chapter 16 Wavelet Guided 3D Deep Model to Improve Dental Microfracture Detection
Attention for Chapter 9: CADIA: A Success Story in Breast Cancer Diagnosis with Digital Pathology and AI Image Analysis
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Chapter title
CADIA: A Success Story in Breast Cancer Diagnosis with Digital Pathology and AI Image Analysis
Chapter number 9
Book title
Applications of Medical Artificial Intelligence
Published by
Springer, Cham, January 2022
DOI 10.1007/978-3-031-17721-7_9
Book ISBNs
978-3-03-117720-0, 978-3-03-117721-7
Authors

García-González, María Jesús, Cilla Ugarte, Rodrigo, Zufiria Gerbolés, Blanca, Rebescher, Kristin May, Albertin Marco, Esther, Lalaguna, Iván, García Navas, Javier, Cimadevila Alvarez, Maria Blanca, Macía Oliver, Iván, López-Linares Román, Karen, Naranjo Ornedo, Valery

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