Medical Image Computing and Computer Assisted Intervention - Miccai 2020
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Medical Image Computing and Computer Assisted Intervention - Miccai 2020

Medical Image Computing and Computer Assisted Intervention - Miccai 2020


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About the Book

CAI Applications.- Reconstructing Sinus Anatomy from Endoscopic Video -- Towards a Radiation-free Approach for Quantitative Longitudinal Assessment.- Inertial Measurements for Motion Compensation in Weight-bearing Cone-beam CT of the Knee.- Feasibility check: can audio be a simple alternative to force-based feedback for needle guidance?.- A Graph-Based Method for Optimal Active Electrode Selection in Cochlear Implants.- Improved resection margins in surgical oncology using intraoperative mass spectrometry.- Self-Supervsied Domain Adaptation for Patient-Specific, Real-Time Tissue Tracking.- An Interactive Mixed Reality Platform for Bedside Surgical Procedures.- Ear Cartilage Inference for Reconstructive Surgery with Convolutional Mesh Autoencoders.- Robust Multi-modal 3D Patient Body Modeling.- A New Electromagnetic-Video Endoscope Tracking Method via Anatomical Constraints and Historically Observed Differential Evolution.- Malocclusion Treatment Planning via PointNet based Spatial Transformation Network.- Simulation of Brain Resection for Cavity Segmentation Using Self-Supervised and Semi-Supervised Learning.- Local Contractive Registration for Quantification of Tissue Shrinkage in Assessment of Microwave Ablation.- Reinforcement Learning of Musculoskeletal Control from Functional Simulations.- Image Registration.- MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation.- Database Annotation with few Examples: An Atlas-based Framework using Diffeomorphic Registration of 3D trees.- Pair-wise and Group-wise Deformation Consistency in Deep Registration Network.- Semantic Hierarchy Guided Registration Networks for Intra-Subject Pulmonary CT Image Alignment.- Highly accurate and memory efficient unsupervised learning-based discrete CT registration using 2.5D displacement search.- Unsupervised Learning Model for Registration of Multi-Phase Ultra-Widefield Fluorescein Angiography.- Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks.- Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration.- Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks.- Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination.- Flexible Bayesian Modelling for Nonlinear Image Registration.- Are Registration Uncertainty and Error Monotonically Associated?.- MR-to-US registration using multiclass segmentation of hepatic vasculature with a reduced 3D U-Net.- Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble.- Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI.- Fluid registration between lung CT and stationary chest tomosynthesis images.- Anatomical Data Augmentation via Fluid-based Image Registration.- Generliazing Spatial Transformers to Projective Geometry with Applications to 2D/3D Registration.- Instrumentation and Surgical Phase Detection.- TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks.- Surgical Video Motion Magnification with Suppression of Instrument Artefacts.- Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets.- AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation.- Automatic Operating Room Surgical Activity Recognition for Robot-Assisted Surgery.- Navigation and Visualization.- Can a hand-held navigation device reduce cognitive load? A user-centered approach evaluated by 18 surgeons.- Symmetric Dilated Convolution for Surgical Gesture Recognition.- Deep Selection: A Fully Supervised Camera Selection Network for Surgery Recordings.- Interacting with Medical Volume Data in Projective Augmented Reality.- VR Simulation of Novel Hands-free Interaction Concepts for Surgical Robotic Visualization Systems.- Spatially-Aware Displays for Computer Assisted Interventions.- Ultrasound Imaging.-


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Product Details
  • ISBN-13: 9783030597153
  • Publisher: Springer International Publishing
  • Publisher Imprint: Springer
  • Height: 234 mm
  • No of Pages: 799
  • Spine Width: 42 mm
  • Weight: 1196 gr
  • ISBN-10: 3030597156
  • Publisher Date: 23 Nov 2020
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Sub Title: 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part III
  • Width: 156 mm


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Medical Image Computing and Computer Assisted Intervention - Miccai 2020
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