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Medical Image Computing and Computer Assisted Intervention – MICCAI 2023

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Cover of 'Medical Image Computing and Computer Assisted Intervention – MICCAI 2023'

Table of Contents

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    Book Overview
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    Chapter 1 UXDiff: Synthesis of X-Ray Image from Ultrasound Coronal Image of Spine with Diffusion Probabilistic Network
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    Chapter 2 EndoSurf: Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos
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    Chapter 3 Surgical Video Captioning with Mutual-Modal Concept Alignment
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    Chapter 4 SEDSkill: Surgical Events Driven Method for Skill Assessment from Thoracoscopic Surgical Videos
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    Chapter 5 Neural LerPlane Representations for Fast 4D Reconstruction of Deformable Tissues
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    Chapter 6 SegmentOR: Obtaining Efficient Operating Room Semantics Through Temporal Propagation
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    Chapter 7 Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery
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    Chapter 8 Intra-operative Forecasting of Standing Spine Shape with Articulated Neural Kernel Fields
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    Chapter 9 Rectifying Noisy Labels with Sequential Prior: Multi-scale Temporal Feature Affinity Learning for Robust Video Segmentation
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    Chapter 10 Foundation Model for Endoscopy Video Analysis via Large-Scale Self-supervised Pre-train
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    Chapter 11 Point Cloud Diffusion Models for Automatic Implant Generation
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    Chapter 12 A Novel Video-CTU Registration Method with Structural Point Similarity for FURS Navigation
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    Chapter 13 Pelphix: Surgical Phase Recognition from X-Ray Images in Percutaneous Pelvic Fixation
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    Chapter 14 TCL: Triplet Consistent Learning for Odometry Estimation of Monocular Endoscope
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    Chapter 15 Regressing Simulation to Real: Unsupervised Domain Adaptation for Automated Quality Assessment in Transoesophageal Echocardiography
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    Chapter 16 Estimated Time to Surgical Procedure Completion: An Exploration of Video Analysis Methods
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    Chapter 17 A Transfer Learning Approach to Localising a Deep Brain Stimulation Target
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    Chapter 18 Soft-Tissue Driven Craniomaxillofacial Surgical Planning
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    Chapter 19 ACT-Net: Anchor-Context Action Detection in Surgery Videos
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    Chapter 20 From Tissue to Sound: Model-Based Sonification of Medical Imaging
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    Chapter 21 Deep Homography Prediction for Endoscopic Camera Motion Imitation Learning
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    Chapter 22 Learning Expected Appearances for Intraoperative Registration During Neurosurgery
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    Chapter 23 SENDD: Sparse Efficient Neural Depth and Deformation for Tissue Tracking
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    Chapter 24 Cochlear Implant Fold Detection in Intra-operative CT Using Weakly Supervised Multi-task Deep Learning
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    Chapter 25 Detecting the Sensing Area of a Laparoscopic Probe in Minimally Invasive Cancer Surgery
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    Chapter 26 High-Quality Virtual Single-Viewpoint Surgical Video: Geometric Autocalibration of Multiple Cameras in Surgical Lights
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    Chapter 27 SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery
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    Chapter 28 Intraoperative CT Augmentation for Needle-Based Liver Interventions
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    Chapter 29 LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms
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    Chapter 30 Pelvic Fracture Segmentation Using a Multi-scale Distance-Weighted Neural Network
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    Chapter 31 Pelvic Fracture Reduction Planning Based on Morphable Models and Structural Constraints
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    Chapter 32 High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers
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    Chapter 33 Regularized Kelvinlet Functions to Model Linear Elasticity for Image-to-Physical Registration of the Breast
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    Chapter 34 Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models
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    Chapter 35 A Closed-Form Solution to Electromagnetic Sensor Based Intraoperative Limb Length Measurement in Total Hip Arthroplasty
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    Chapter 36 A Unified Deep-Learning-Based Framework for Cochlear Implant Electrode Array Localization
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    Chapter 37 $$\textsf{GLSFormer}$$ GLSFormer : Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos
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    Chapter 38 CAT-ViL: Co-attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery
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    Chapter 39 Semantic Virtual Shadows (SVS) for Improved Perception in 4D OCT Guided Surgery
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    Chapter 40 Intelligent Virtual B-Scan Mirror (IVBM)
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    Chapter 41 Multi-view Guidance for Self-supervised Monocular Depth Estimation on Laparoscopic Images via Spatio-Temporal Correspondence
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    Chapter 42 POV-Surgery: A Dataset for Egocentric Hand and Tool Pose Estimation During Surgical Activities
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    Chapter 43 Surgical Activity Triplet Recognition via Triplet Disentanglement
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    Chapter 44 Automatic Surgical Reconstruction for Orbital Blow-Out Fracture via Symmetric Prior Anatomical Knowledge-Guided Adversarial Generative Network
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    Chapter 45 A Multi-task Network for Anatomy Identification in Endoscopic Pituitary Surgery
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    Chapter 46 Robust Vertebra Identification Using Simultaneous Node and Edge Predicting Graph Neural Networks
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    Chapter 47 Imitation Learning from Expert Video Data for Dissection Trajectory Prediction in Endoscopic Surgical Procedure
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    Chapter 48 Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions
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    Chapter 49 A Patient-Specific Self-supervised Model for Automatic X-Ray/CT Registration
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    Chapter 50 Dose Guidance for Radiotherapy-Oriented Deep Learning Segmentation
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    Chapter 51 Realistic Endoscopic Illumination Modeling for NeRF-Based Data Generation
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    Chapter 52 Multi-task Joint Prediction of Infant Cortical Morphological and Cognitive Development
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    Chapter 53 From Mesh Completion to AI Designed Crown
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    Chapter 54 Spatiotemporal Incremental Mechanics Modeling of Facial Tissue Change
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    Chapter 55 Analysis of Suture Force Simulations for Optimal Orientation of Rhomboid Skin Flaps
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    Chapter 56 FLIm-Based in Vivo Classification of Residual Cancer in the Surgical Cavity During Transoral Robotic Surgery
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    Chapter 57 Spinal Nerve Segmentation Method and Dataset Construction in Endoscopic Surgical Scenarios
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    Chapter 58 Optical Coherence Elastography Needle for Biomechanical Characterization of Deep Tissue
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    Chapter 59 Semantic Segmentation of Surgical Hyperspectral Images Under Geometric Domain Shifts
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    Chapter 60 Ultrasonic Tracking of a Rapid-Exchange Microcatheter with Simultaneous Pressure Sensing for Cardiovascular Interventions
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    Chapter 61 Self-distillation for Surgical Action Recognition
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    Chapter 62 Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning
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    Chapter 63 Deep Reinforcement Learning Based System for Intraoperative Hyperspectral Video Autofocusing
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    Chapter 64 Towards Multi-modal Anatomical Landmark Detection for Ultrasound-Guided Brain Tumor Resection with Contrastive Learning
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    Chapter 65 ConTrack: Contextual Transformer for Device Tracking in X-Ray
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    Chapter 66 FocalErrorNet: Uncertainty-Aware Focal Modulation Network for Inter-modal Registration Error Estimation in Ultrasound-Guided Neurosurgery
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    Chapter 67 Optical Ultrasound Imaging for Endovascular Repair of Abdominal Aortic Aneurysms: A Pilot Study
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    Chapter 68 Self-supervised Sim-to-Real Kinematics Reconstruction for Video-Based Assessment of Intraoperative Suturing Skills
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    Chapter 69 Cascade Transformer Encoded Boundary-Aware Multibranch Fusion Networks for Real-Time and Accurate Colonoscopic Lesion Segmentation
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    Chapter 70 Learnable Query Initialization for Surgical Instrument Instance Segmentation
Overall attention for this book and its chapters
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Title
Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
Published by
Springer Nature Switzerland, October 2023
DOI 10.1007/978-3-031-43996-4
ISBNs
978-3-03-143995-7, 978-3-03-143996-4
Editors

Greenspan, Hayit, Madabhushi, Anant, Mousavi, Parvin, Salcudean, Septimiu, Duncan, James, Syeda-Mahmood, Tanveer, Taylor, Russell

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