Medical Image Computing and Computer Assisted Intervention MICCAI 2020 23rd International Conference Lima Peru October 4 8 2020 Proceedings Part II 1st Edition by Anne L Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A Zuluaga, S Kevin Zhou, Daniel Racoceanu, Leo Joskowicz ISBN 3030597210 978-3030597214

Medical Image Computing and Computer Assisted Intervention MICCAI 2020 23rd International Conference Lima Peru October 4 8 2020 Proceedings Part II 1st Edition by Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz – Ebook PDF Instant Download/Delivery: 3030597210, 978-3030597214

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Product details:

ISBN 10: 3030597210 

ISBN 13: 978-3030597214

Author: Anne L. Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A. Zuluaga, S. Kevin Zhou, Daniel Racoceanu, Leo Joskowicz

Table of contents:

1: Improving Amide Proton TransferWeighted MRI Reconstruction Using T2Weighted Images
2: Compressive MR Fingerprinting Reconstruction with Neural Proximal Gradient Iterations
3: Active MR kspace Sampling with Reinforcement Learning
4: Fast Correction of EddyCurrent and SusceptibilityInduced Distortions Using RotationInvariant Contrasts
5: Joint Reconstruction and Bias Field Correction for Undersampled MR Imaging
6: Joint Total Variation ESTATICS for Robust Multiparameter Mapping
7: EndtoEnd Variational Networks for Accelerated MRI Reconstruction
8: Achieving a New Quality of MPI System Matrix Recovery by Deep Learning
9: Domain Adaptation for Ultrasound Beamforming
10: CrossDomain Fusion Network for Accelerated MRI Reconstruction
11: Domain Adaptation
12: Improve Unseen Domain Generalization via Enhanced Local Color Transformation
13: TransportBased Joint Distribution Alignment for Multisite Autism Spectrum Disorder Diagnosis Using RestingState fMRI
14: Automatic and Interpretable Model for Periodontitis Diagnosis in Panoramic Radiographs
15: ResidualCycleGAN Based Camera Adaptation for Robust Diabetic Retinopathy Screening
16: ShapeAware Metalearning for Generalizing Prostate MRI Segmentation to Unseen Domains
17: MRI Image Reconstruction via Learning Optimization Using Neural ODEs
18: An Evolutionary Framework for MicrostructureSensitive Generalized Diffusion Gradient Waveforms
19: Lesion MaskBased Simultaneous Synthesis of Anatomic and Molecular MR Images Using a GAN
20: T2 Mapping from SuperResolutionReconstructed Clinical Fast Spin Echo Magnetic Resonance Acquisitions
21: Learned Proximal Networks for Quantitative Susceptibility Mapping
22: Learning a Gradient Guidance for Spatially Isotropic MRI SuperResolution Reconstruction
23: Encoding Metal Mask Projection for Metal Artifact Reduction in Computed Tomography
24: Acceleration of HighResolution 3D MR Fingerprinting via a Graph Convolutional Network
25: Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent ContextAwareness
26: Learning MRI kSpace Subsampling Pattern Using Progressive Weight Pruning
27: ModelDriven Deep Attention Network for Ultrafast Compressive Sensing MRI Guided by Crosscontrast MR Image
28: Simultaneous Estimation of XRay BackScatter and ForwardScatter Using Multitask Learning
29: Prediction and Diagnosis
30: A Deep Learning Framework to Predict Therapy Response
31: Multimodal Multichannel Network for Overall Survival Time Prediction of Brain Tumor Patients
32: Automatic Detection of Free Intraabdominal Air in Computed Tomography
33: Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer Using Deep Learning with Integrative Imaging Molecular Data
34: Geodesically Smoothed Tensor Features for Pulmonary Hypertension Prognosis Using the Heart and Surrounding Tissues
35: Ovarian Cancer Prediction in Proteomic Data Using Stacked Asymmetric Convolution
36: Preoperative Prediction of Pancreatic Cancer Survival and Surgical Margin via ContrastEnhanced CT Imaging
37: Holistic Analysis of Abdominal CT for Predicting the Grade of Dysplasia of Pancreatic Lesions
38: FeatureEnhanced Graph Networks for Genetic Mutational Prediction Using Histopathological Images in Colon Cancer
39: SpatialAndContext Aware SpACe Virtual Biopsy Radiogenomic Maps to Target Tumor Mutational Status on Structural MRI
40: Learning CORRelated Prostate Cancer SIGnatures from Radiology and Pathology Images for Improved Computer Aided Diagnosis
41: Preoperative Prediction of Lymph Node Metastasis from Clinical DCE MRI of the Primary Breast Tumor Using a 4D CNN
42: Learning Differential Diagnosis of Skin Conditions with Cooccurrence Supervision Using Graph Convolutional Networks
43: CrossDomain Methods and Reconstruction
44: Unified CrossModality Feature Disentangler for Unsupervised Multidomain MRI Abdomen Organs Segmentation
45: Dynamic Memory to Alleviate Catastrophic Forgetting in Continuous Learning Settings
46: Unlearning Scanner Bias for MRI Harmonisation
47: Crossdomain Medical Image Translation by Shared Latent Gaussian Mixture Model
48: Selfsupervised Skull Reconstruction in Brain CT Images with Decompressive Craniectomy
49: 3D Teeth Reconstruction from a Single Panoramic Radiograph
50: Automatic Plane Adjustment of Orthopedic Intraoperative Flat Panel Detector CTVolumes
51: Unsupervised Graph Domain Adaptation for Neurodevelopmental Disorders Diagnosis
52: JBFnet Low Dose CT Denoising by Trainable Joint Bilateral Filtering
53: Generative Adversarial Network for Medical Image Domain Adaptation Using Mutual Information Constraint
54: Machine Learning Applications
55: Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment
56: A New Approach to Modeling Medical ML Solutions
57: Multiatlas Calibration of Biophysical Brain Tumor Growth Models with Mass Effect
58: Chest XRay Report Generation Through FineGrained Label Learning
59: PeriDiagnostic Decision Support Through CostEfficient Feature Acquisition at TestTime
60: Towards a More Robust Estimation of Ejection Fraction
61: DistractorAware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications
62: LargeScale Inference of Liver Fat with Neural Networks on UK Biobank Body MRI
63: Blind Medical Image Segmentation Based on Secure UNET
64: TemporalConsistent Segmentation of Echocardiography with Colearning from Appearance and Shape
65: Decision Support for Intoxication Prediction Using Graph Convolutional Networks
66: LatentGraph Learning for Disease Prediction
67: Generative Adversarial Networks
68: Bilateral Residual Generating Adversarial Network for Mammogram Classification
69: Cycle Structure and Illumination Constrained GAN for Medical Image Enhancement
70: Generating DualEnergy Subtraction SoftTissue Images from Chest Radiographs via Bone EdgeGuided GAN
71: Generative Adversarial Networks with DiscriminatorAdaptive Loss FineTuning for Alzheimers Disease Diagnosis from MRI
72: Brain MR to PET Synthesis via Bidirectional Generative Adversarial Network
73: An Anatomy Corrector Conditional Generative Adversarial Network
74: Inhibiting CycleGAN Steganography for Unsupervised Anomaly Detection in Brain MRI
75: FlowBased Deformation Guidance for Unpaired Multicontrast MRI ImagetoImage Translation
76: Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields
77: SpatialIntensity Transform GANs for High Fidelity Medical ImagetoImage Translation
78: Graded Image Generation Using Stratified CycleGAN
79: Prediction of Plantar Shear Stress Distribution by Conditional GAN with Attention Mechanism
80: Acceleration of HighResolution 3D MR Fingerprinting via a Graph Convolutional Network

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Tags: Anne L Martel, Purang Abolmaesumi, Danail Stoyanov, Diana Mateus, Maria A Zuluaga, S Kevin Zhou, Daniel Racoceanu, Leo Joskowicz, Medical Image Computing, Computer Assisted Intervention, MICCAI 2020, International Conference, Lima, Peru, October 4 8, Proceedings, Part II