Proceedings of 2021 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2021)

Table of Contents

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   Book Overview
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   Chapter 1 A Dual Supervision Guided Attentional Network for Multimodal MR Brain Tumor Segmentation
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   Chapter 2 Three-Dimensional Image Reconstruction of Murine Heart Using Image Processing
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   Chapter 3 Identifying Melanoma in Lesion Images Using Cycle-Consistent Adversarial Networks-Based Data Augmentation
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   Chapter 4 Ensembling Learning for Automated Detection of Diabetic Retinopathy
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   Chapter 5 A Fully Automated End-to-End Process for Fluorescence Microscopy Images of Yeast Cells: From Segmentation to Detection and Classification
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   Chapter 6 Glioblastoma Multiforme Patient Survival Prediction
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   Chapter 7 Virtual Reality Application for Laparoscope in Clinical Surgery Based on Siamese Network and Census Transformation
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   Chapter 8 Analyzing CT Scan Images Using Deep Transfer Learning for Patients with Covid-19 Disease
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    Chapter 9 Geometrically Matched Multi-source Microscopic Image Synthesis Using Bidirectional Adversarial Networks
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    Chapter 10 Color-Based Fusion of MRI Modalities for Brain Tumor Segmentation
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    Chapter 11 Quantification of Epicardial Adipose Tissue in Low-Dose Computed Tomography Images
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    Chapter 12 Modulated Rotating Orthogonal Polarization Parametric Imaging, A Preliminary Study
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    Chapter 13 Evaluating Mobile Tele-radiology Performance for the Task of Analyzing Lung Lesions on CT Images
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    Chapter 14 Learning Transferable Features for Diagnosis of Breast Cancer from Histopathological Images
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    Chapter 15 Improving Topology Consistency of Retinal Vessel Segmentation via a Double U-Net with Asymmetric Convolution
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    Chapter 16 The CT Liver Image Segmentation Based on RTV and GMM
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    Chapter 17 Automated Gland Detection in Colorectal Histopathological Images
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    Chapter 18 Ultrasonic Image Segmentation Algorithm of Thyroid Nodules Based on DPCNN
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    Chapter 19 Information Technologies in Complex Reconstructive Maxillofacial Surgery
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    Chapter 20 Machine Learning-Based Imaging in Connected Vehicles Environment
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    Chapter 21 Preliminary Considerations on the Design of Multi-layered Bone Scaffold for Laser-Based Printing
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    Chapter 22 Two-Stage Convolutional Neural Network for Knee Osteoarthritis Diagnosis in X-Rays
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    Chapter 23 The Art-of-Hyper-Parameter Optimization with Desirable Feature Selection
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    Chapter 24 Data Augmentation for Breast Cancer Mass Segmentation
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    Chapter 25 Dual-Attention Network for Acute Pancreatitis Lesion Detection with CT Images
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    Chapter 26 Measurement of Q Factor from Two Dimensional Images of Osteoarthritic Knee Braces
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    Chapter 27 2Be3-Net: Combining 2D and 3D Convolutional Neural Networks for 3D PET Scans Predictions
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    Chapter 28 Covid-19 Chest CT Scan Image Classification Using LCKSVD and Frozen Sparse Coding
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    Chapter 29 A Hybrid Deep Model for Brain Tumor Classification
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    Chapter 30 A Systematic Literature Review of Machine Learning Applications for Community-Acquired Pneumonia
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    Chapter 31 Photograph to X-ray Image Translation for Anatomical Mouse Mapping in Preclinical Nuclear Molecular Imaging
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    Chapter 32 Active Strain-Statistical Models for Reconstructing Multidimensional Images of Lung Tissue Lesions
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    Chapter 33 A New Content-Based Image Retrieval System for SARS-CoV-2 Computer-Aided Diagnosis
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    Chapter 34 Dysplasia Grading of Colorectal Polyps Through Convolutional Neural Network Analysis of Whole Slide Images
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    Chapter 35 Deep YOLO-Based Detection of Breast Cancer Mitotic-Cells in Histopathological Images
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    Chapter 36 Promoting Cardiovascular Health Using a Recommendation System
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    Chapter 37 Unsharp Masking with Local Adaptive Contrast Enhancement of Medical Images
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    Chapter 38 Building a COVID-19 Literature Knowledge Graph Based on PubMed
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    Chapter 39 Moving Target Tracking Algorithm Based on Color Space Distribution Information
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    Chapter 40 Predicting Neurostimulation Responsiveness with Dynamic Brain Network Measures
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    Chapter 41 Visualization of Continuous and Pulsed Ultrasonic Propagation in Water
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    Chapter 42 An Infrared Imaging Method that Uses Modulated Polarization Parameters to Improve Image Contrast
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    Chapter 43 The Overview of Medical Image Processing Based on Deep Learning
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    Chapter 44 Typical Fault Classification and Recognition of Photovoltaic Modules Based on Deep Learning and Thermal Imaging Picture Processing
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    Chapter 45 An Obstacle Avoidance Method for Agricultural Plant Protection UAV Based on the Fusion of Ultrasonic and Monocular Vision