（二十九：2021.01.10）MICCAI 2019 追踪之论文纲要（下）

讲在前面

这部分是PART V和PART VI。

论文目录

PART V

Computer-Assisted Interventions（计算机辅助干预）	概要
1.Robust Cochlear Modiolar Axis Detection in CT CT中稳健的耳蜗轴轴检测
2.Learning to Avoid Poor Images: Towards Task-aware C-arm Cone-beam CT Trajectories 学习避免不良图像：迈向任务感知型C型臂锥束CT轨迹
3.Optimizing Clearance of Bézier Spline Trajectories for Minimally-Invasive Surgery 优化Bézier样条轨迹的间隙以进行微创手术
4.Direct Visual and Haptic Volume Rendering of Medical Data Sets for an Immersive Exploration in Virtual Reality 在虚拟现实中进行沉浸式探索的医学数据集的直接视觉和触觉体绘制
5.Triplet Feature Learning on Endoscopic Video Manifold for Online GastroIntestinal Image Retargeting 内窥镜视频流形上的三重态特征学习用于在线胃肠道图像重定向
6.A Novel Endoscopic Navigation System: Simultaneous Endoscope and Radial Ultrasound Probe Tracking Without External Trackers 新型内窥镜导航系统：无需外部跟踪器即可同时进行内窥镜和径向超声探头跟踪
7.An Extremely Fast and Precise Convolutional Neural Network for Recognition and Localization of Cataract Surgical Tools 用于白内障手术工具的识别和定位的极快和精确的卷积神经网络
8.Semi-autonomous Robotic Anastomoses of Vaginal Cuffs Using Marker Enhanced 3D Imaging and Path Planning 使用标记增强型3D成像和路径规划的阴道套囊半自动机器人吻合术
9.ARAMIS: Augmented Reality Assistance for Minimally Invasive Surgery Using a Head-Mounted Display ARAMIS：使用头戴式显示器进行微创手术的增强现实辅助
10.Interactive Endoscopy: A Next-Generation, Streamlined User Interface for Lung Surgery Navigation 交互式内窥镜：用于肺外科手术导航的下一代简化用户界面
11.Non-invasive Assessment of in Vivo Auricular Cartilage by Ultra-short Echo Time (UTE) T∗2 Mapping *超短回声时间（TTE）T * 2T2 映射对体内耳软骨的非侵入性评估
12.INN: Inflated Neural Networks for IPMN Diagnosis INN：用于IPMN诊断的膨胀神经网络
13.Development of a Multi-objective Optimized Planning Method for Microwave Liver Tumor Ablation 微波肝肿瘤消融多目标优化计划方法的开发
14.Generating Large Labeled Data Sets for Laparoscopic Image Processing Tasks Using Unpaired Image-to-Image Translation 使用未配对的图像到图像转换生成用于腹腔镜图像处理任务的大标签数据集
15.Mask-MCNet: Instance Segmentation in 3D Point Cloud of Intra-oral Scans Mask-MCNet：口内扫描的3D点云中的实例分割
16.Physics-Based Deep Neural Network for Augmented Reality During Liver Surgery 基于物理的深度神经网络在肝脏外科手术中增强现实
17.Detecting Cannabis-Associated Cognitive Impairment Using Resting-State fNIRS 使用静止状态fNIRS检测大麻相关的认知障碍
18.Cross-Domain Conditional Generative Adversarial Networks for Stereoscopic Hyperrealism in Surgical Training 跨域条件生成对抗网络用于外科手术中的立体超现实主义
19.Free-View, 3D Gaze-Guided Robotic Scrub Nurse 自由视线，3D凝视机器人擦洗护士
20.Haptic Modes for Multiparameter Control in Robotic Surgery 机器人手术中多参数控制的触觉模式
21.Learning to Detect Collisions for Continuum Manipulators Without a Prior Model 习在没有先验模型的情况下检测连续机械手的碰撞
22.Simulation of Balloon-Expandable Coronary Stent Apposition with Plastic Beam Elements 球囊扩张式冠状动脉支架置入塑料梁的模拟
23.Virtual Cardiac Surgical Planning Through Hemodynamics Simulation and Design Optimization of Fontan Grafts 通过Fontan移植物的血流动力学模拟和设计优化进行虚拟心脏外科手术计划
24.3D Modelling of the Residual Freezing for Renal Cryoablation Simulation and Prediction 肾脏冷冻消融的残余冷冻3D建模模拟和预测
25.A Generative Model of Hyperelastic Strain Energy Density Functions for Real-Time Simulation of Brain Tissue Deformation 用于脑组织变形实时仿真的超弹性应变能密度函数生成模型
26.Variational Shape Completion for Virtual Planning of Jaw Reconstructive Surgery 颌骨重建手术虚拟规划的变体形状完成
27.Markerless Image-to-Face Registration for Untethered Augmented Reality in Head and Neck Surgery 头颈部手术无束缚的增强现实的无标记图像到面部配准
28.Towards a Mixed-Reality First Person Point of View Needle Navigation System 迈向混合现实的第一人称视角针导航系统
29.Concept-Centric Visual Turing Tests for Method Validation 以概念为中心的视觉图灵测试，用于方法验证
30.Transferring from ex-vivo to in-vivo: Instrument Localization in 3D Cardiac Ultrasound Using Pyramid-UNet with Hybrid Loss 从体内转移到体内：使用金字塔型UNet和混合损失在3D心脏超声中进行器械定位
31.A Sparsely Distributed Intra-cardial Ultrasonic Array for Real-Time Endocardial Mapping 实时心内膜测绘的稀疏分布的心内超声阵列
32.FetusMap: Fetal Pose Estimation in 3D Ultrasound FetusMap：3D超声中的胎儿姿势估计
33.Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound 具有热启动和主动端接功能的Agent，可实现3D超声中的平面定位
34.Learning and Understanding Deep Spatio-Temporal Representations from Free-Hand Fetal Ultrasound Sweeps 从徒手胎儿超声扫描中学习和理解深时空表达
35.User Guidance for Point-of-Care Echocardiography Using a Multi-task Deep Neural Network 使用多任务深度神经网络的即时心电图用户指南
36.Integrating 3D Geometry of Organ for Improving Medical Image Segmentation 集成器官的3D几何形状以改善医学图像分割
37.Estimating Reference Bony Shape Model for Personalized Surgical Reconstruction of Posttraumatic Facial Defects 估计创伤后面部缺损的个性化手术参考骨形模型
38.A New Approach of Predicting Facial Changes Following Orthognathic Surgery Using Realistic Lip Sliding Effect 利用逼真的嘴唇滑动效果预测正颌外科手术后面部变化的新方法
39.An Automatic Approach to Reestablish Final Dental Occlusion for 1-Piece Maxillary Orthognathic Surgery 一种重建上颌正颌颌骨手术最终牙齿咬合的自动方法

MIC Meets CAI	概要
40.A Two-Stage Framework for Real-Time Guidewire Endpoint Localization 实时Guidewire端点本地化的两阶段框架
41.Investigating the Role of VR in a Simulation-Based Medical Planning System for Coronary Interventions 研究VR在基于模拟的冠状动脉介入治疗医疗计划系统中的作用
42.Learned Full-Sampling Reconstruction 学习的全采样重建
43.A Deep Regression Model for Seed Localization in Prostate Brachytherapy 前列腺近距离放射治疗中种子定位的深度回归模型
44.Model-Based Recommendations for Optimal Surgical Placement of Epiretinal Implants 基于模型的视网膜上植入物最佳手术放置建议
45.Towards Multiple Instance Learning and Hermann Weyl’s Discrepancy for Robust Image-Guided Bronchoscopic Intervention 走向多实例学习和Hermann Weyl在鲁棒的图像引导支气管镜干预中的差异
46.Learning Where to Look While Tracking Instruments in Robot-Assisted Surgery 在机器人辅助手术中跟踪仪器时学习在哪里看
47.Efficient Soft-Constrained Clustering for Group-Based Labeling 基于组的高效软约束聚类标签
48.Leveraging Other Datasets for Medical Imaging Classification: Evaluation of Transfer, Multi-task and Semi-supervised Learning 利用其他数据集进行医学影像分类：转移，多任务和半监督学习的评估
49.Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video 3DQ：用于体积全脑分割的紧凑型量化神经网络
50.Hard Frame Detection and Online Mapping for Surgical Phase Recognition 手术阶段识别的硬帧检测和在线映射
51.Automated Surgical Activity Recognition with One Labeled Sequence 具有一个标记序列的自动化手术活动识别
52.Using 3D Convolutional Neural Networks to Learn Spatiotemporal Features for Automatic Surgical Gesture Recognition in Video 使用3D卷积神经网络学习时空特征以自动识别视频中的手术手势
53.Surgical Skill Assessment on In-Vivo Clinical Data via the Clearness of Operating Field 通过手术视野的清晰对体内临床数据进行手术技能评估
54.Graph Neural Network for Interpreting Task-fMRI Biomarkers 图神经网络用于解释Task-fMRI生物标记
55.Achieving Accurate Segmentation of Nasopharyngeal Carcinoma in MR Images Through Recurrent Attention 通过反复注意实现MR图像中鼻咽癌的准确分割
56.Brain Dynamics Through the Lens of Statistical Mechanics by Unifying Structure and Functions 统一结构和功能的统计力学视角的大脑动力学
57.Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors CFEA：在无监督视盘和杯分割中用于领域适应的协作特征集合适应
58.CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation 基于半监督非局部残差网络的扩散MRI多阶段图像质量评估
59.Gastric Cancer Detection from Endoscopic Images Using Synthesis by GAN 利用GAN合成从内窥镜图像中检测胃癌
60.Deep Local-Global Refinement Network for Stent Analysis in IVOCT Images 在IVOCT图像中进行支架分析的深层局部-全球优化网络
61.Generalized Non-rigid Point Set Registration with Hybrid Mixture Models Considering Anisotropic Positional Uncertainties 考虑各向异性位置不确定性的混合模型的广义非刚性点集配准
62.A Mixed-Supervision Multilevel GAN Framework for Image Quality Enhancement 用于提高图像质量的混合监督多级GAN框架
63.Combined Learning for Similar Tasks with Domain-Switching Networks 与类似的任务结合学习与域交换网络
65.Real-Time 3D Reconstruction of Colonoscopic Surfaces for Determining Missing Regions 结肠镜检查表面的实时3D重建以确定缺失的区域
66.Human Pose Estimation on Privacy-Preserving Low-Resolution Depth Images 隐私保护的低分辨率深度图像的人姿估计
67.A Mesh-Aware Ball-Pivoting Algorithm for Generating the Virtual Arachnoid Mater 一种用于生成虚拟蛛网物质的网格感知球旋转算法
68.Attenuation Imaging with Pulse-Echo Ultrasound Based on an Acoustic Reflector 基于声反射器的脉冲回波超声衰减成像
69.SWTV-ACE: Spatially Weighted Regularization Based Attenuation Coefficient Estimation Method for Hepatic Steatosis Detection SWTV-ACE：基于空间加权正则化的肝脂肪变性检测的衰减系数估计方法
70.Deep Learning-Based Universal Beamformer for Ultrasound Imaging 基于深度学习的超声成像通用波束形成器
71.Towards Whole Placenta Segmentation at Late Gestation Using Multi-view Ultrasound Images 使用多视图超声图像进行妊娠后期全胎盘分割
72.Single Shot Needle Tip Localization in 2D Ultrasound 二维超声中的单发针尖定位
73.Discriminative Correlation Filter Network for Robust Landmark Tracking in Ultrasound Guided Intervention 鉴别相关滤波器网络，在超声引导干预中实现可靠的地标跟踪
74.Echocardiography Segmentation by Quality Translation Using Anatomically Constrained CycleGAN 超声心动图分割质量翻译使用解剖学约束周期
75.Matwo-CapsNet: A Multi-label Semantic Segmentation Capsules Network Matwo-CapsNet：多标签语义分割胶囊网络
76.LumiPath – Towards Real-Time Physically-Based Rendering on Embedded Devices LumiPath –在嵌入式设备上实现基于物理的实时渲染
77.An Integrated Multi-physics Finite Element Modeling Framework for Deep Brain Stimulation: Preliminary Study on Impact of Brain Shift on Neuronal Pathways 用于深部脑刺激的集成多物理场有限元建模框架：脑移位对神经元通路的影响的初步研究

PART VI

CT	概要
78.Multi-scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal Adenocarcinoma 多尺度粗细分割技术筛查胰腺导管腺癌
79.MVP-Net: Multi-view FPN with Position-Aware Attention for Deep Universal Lesion Detection MVP-Net：具有深层通用病变检测的位置感知注意力的多视图FPN
80.Spatial-Frequency Non-local Convolutional LSTM Network for pRCC Classification 用于pRCC分类的时频非局部卷积LSTM网络
81.BCD-Net for Low-Dose CT Reconstruction: Acceleration, Convergence, and Generalization 用于低剂量CT重建的BCD-Net：加速，收敛和泛化
82.Abdominal Adipose Tissue Segmentation in MRI with Double Loss Function Collaborative Learning 双损失功能协同学习的MRI腹部脂肪组织分割
83.Closing the Gap Between Deep and Conventional Image Registration Using Probabilistic Dense Displacement Networks 使用概率密集位移网络缩小深度图像注册与常规图像配准之间的差距
84.Generating Pareto Optimal Dose Distributions for Radiation Therapy Treatment Planning 生成帕累托最优剂量分布以进行放射治疗治疗计划
85.PAN: Projective Adversarial Network for Medical Image Segmentation PAN：用于医学图像分割的投影对抗网络
86.Generative Mask Pyramid Network for CT/CBCT Metal Artifact Reduction with Joint Projection-Sinogram Correction 带有联合投影-正弦图校正的CT / CBCT金属伪影减少的生成面罩金字塔网络
87.Multi-class Gradient Harmonized Dice Loss with Application to Knee MR Image Segmentation 多类梯度协调骰子损失及其在膝关节MR图像分割中的应用
88.LSRC: A Long-Short Range Context-Fusing Framework for Automatic 3D Vertebra Localization LSRC：用于自动3D椎骨定位的长距离上下文融合框架
89.Contextual Deep Regression Network for Volume Estimation in Orbital CT 上下文深层回归网络用于轨道CT的体积估计
90.Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images 用于记忆有效生成高分辨率医学图像的多尺度GAN
91.Deep Learning Based Metal Artifacts Reduction in Post-operative Cochlear Implant CT Imaging 基于深度学习的金属人工制品在术后人工耳蜗CT成像中的减少
92.ImHistNet: Learnable Image Histogram Based DNN with Application to Noninvasive Determination of Carcinoma Grades in CT Scans ImHistNet：基于可学习图像直方图的DNN及其在CT扫描中无创确定癌分级中的应用
93.DPA-DenseBiasNet: Semi-supervised 3D Fine Renal Artery Segmentation with Dense Biased Network and Deep Priori Anatomy DPA-DenseBiasNet：具有密集偏向网络和深度先验解剖的半监督3D精细肾动脉分割
94.Semi-supervised Segmentation of Liver Using Adversarial Learning with Deep Atlas Prior 使用对抗性学习和Deep Atlas先验技术对肝脏进行半监督分割
95.Pairwise Semantic Segmentation via Conjugate Fully Convolutional Network 共轭全卷积网络的成对语义分割
96.Unsupervised Deformable Image Registration Using Cycle-Consistent CNN 使用周期一致的CNN的无监督可变形图像配准
97.Volumetric Attention for 3D Medical Image Segmentation and Detection 3D医学图像分割和检测的体积注意
98.Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention 使用3D上下文和空间注意力改善深度病变检测
99.MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation MULAN：用于联合病变检测，标记和分割的多任务通用病变分析网络
100.Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction 用于无监督金属伪影减少的伪影解缠网络
101.AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks AirwayNet：使用卷积神经网络进行精确气道分割的Voxel-Connectivity感知方法
102.Integrating Cross-modality Hallucinated MRI with CT to Aid Mediastinal Lung Tumor Segmentation 结合跨模态幻影MRI与CT辅助纵隔肺肿瘤分割
103.Bronchus Segmentation and Classification by Neural Networks and Linear Programming 神经网络和线性规划对支气管进行分割和分类
104.Unsupervised Segmentation of Micro-CT Images of Lung Cancer Specimen Using Deep Generative Models 使用深度生成模型的肺癌标本微CT图像的无监督分割
105.Normal Appearance Autoencoder for Lung Cancer Detection and Segmentation 正常外观自动编码器用于肺癌的检测和分割
106.mlVIRNET: Multilevel Variational Image Registration Network mlVIRNET：多级变体图像配准网络
107.NoduleNet: Decoupled False Positive Reduction for Pulmonary Nodule Detection and Segmentation NoduleNet：用于肺结节检测和分割的去耦假阳性还原
108.Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition 不成对的胸部X射线图像分解的CT解剖学知识编码。
109.Targeting Precision with Data Augmented Samples in Deep Learning 深度学习中数据增强样本的精准定位
110.Pulmonary Vessel Segmentation Based on Orthogonal Fused U-Net++ of Chest CT Images 基于胸部CT融合U-Net ++的肺血管分割
111.Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-scale Booster 深金字塔推理与多尺度助推器的注意CT病变检测
112.Deep Variational Networks with Exponential Weighting for Learning Computed Tomography 具有指数加权的深度变分网络，用于学习计算机断层扫描
113.R 2 -Net: Recurrent and Recursive Network for Sparse-View CT Artifacts Removal R 2 -Net：稀疏视图CT伪像去除的递归和递归网络
114.Stereo-Correlation and Noise-Distribution Aware ResVoxGAN for Dense Slices Reconstruction and Noise Reduction in Thick Low-Dose CT 立体相关和噪声分布感知ResVoxGAN用于厚小剂量CT的密集切片重建和降噪
115.Harnessing 2D Networks and 3D Features for Automated Pancreas Segmentation from Volumetric CT Images 利用2D网络和3D功能从体积CT图像自动分割胰腺
116.Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images 使用径向距离损失的空间完全连接网络对3D医学图像进行管状结构分割
117.Bronchial Cartilage Assessment with Model-Based GAN Regressor 基于模型的GAN回归器评估支气管软骨
118.Adversarial Optimization for Joint Registration and Segmentation in Prostate CT Radiotherapy 前列腺CT放射治疗中关节配准和分割的对抗性优化
119.Probabilistic Point Cloud Reconstructions for Vertebral Shape Analysis 椎体形状分析的概率点云重构
120.Automatically Localizing a Large Set of Spatially Correlated Key Points: A Case Study in Spine Imaging 自动定位一大套与空间相关的关键点：脊柱成像的案例研究
121.Permutohedral Attention Module for Efficient Non-local Neural Networks 高效非局部神经网络的四面体注意模块
122.Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels 使用弱RECIST标签的密集面罩改进RetinaNet以进行CT病变检测

X-ray Imaging	概要
123.PRSNet: Part Relation and Selection Network for Bone Age Assessment PRSNet：用于骨龄评估的零件关系和选择网络
124.Mask Embedding for Realistic High-Resolution Medical Image Synthesis 掩膜嵌入可实现逼真的高分辨率医学图像合成
125.TUNA-Net: Task-Oriented UNsupervised Adversarial Network for Disease Recognition in Cross-domain Chest X-rays TUNA-Net：面向任务的无监督对抗网络，用于跨域胸部X射线的疾病识别
126.Misshapen Pelvis Landmark Detection by Spatial Local Correlation Mining for Diagnosing Developmental Dysplasia of the Hip 通过空间局部相关挖掘来检测髋部骨盆异常的地标，以诊断髋关节发育不良
127.Adversarial Policy Gradient for Deep Learning Image Augmentation 深度学习图像增强的对抗策略梯度
128.Weakly Supervised Universal Fracture Detection in Pelvic X-Rays 骨盆X射线无监督的通用骨折检测
129.Learning from Suspected Target: Bootstrapping Performance for Breast Cancer Detection in Mammography 向可疑目标学习：乳房X光检查中乳腺癌检测的自举性能
130.From Unilateral to Bilateral Learning: Detecting Mammogram Masses with Contrasted Bilateral Network 从单边学习到双边学习：使用对比双边网络检测乳房X线照片肿块
131.Signed Laplacian Deep Learning with Adversarial Augmentation for Improved Mammography Diagnosis 具有对抗性增强的签名拉普拉斯深度学习可改善乳腺X线摄影诊断
132.Uncertainty Measurements for the Reliable Classification of Mammograms 乳腺X射线照片可靠分类的不确定度测量
133.GraphX NET− Chest X-Ray Classification Under Extreme Minimal Supervision 极少监督下的GraphX NET-NET-胸部X射线分类
134.3DFPN-HS 2 : 3D Feature Pyramid Network Based High Sensitivity and Specificity Pulmonary Nodule Detection 3DFPN-HS 22：基于3D特征金字塔网络的高灵敏度和特异性肺结节检测
135.Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays 胸部X射线中心静脉导管的自动检测和类型分类
136.Hand Pose Estimation for Pediatric Bone Age Assessment 小儿骨龄评估的手部姿势估计
137.Learning-Based X-Ray Image Denoising Utilizing Model-Based Image Simulations 利用基于模型的图像模拟进行基于学习的X射线图像降噪
138.LVC-Net: Medical Image Segmentation with Noisy Label Based on Local Visual Cues LVC-Net：基于局部视觉提示的带有噪声标签的医学图像分割
139.Cone-Beam Computed Tomography (CBCT) Segmentation by Adversarial Learning Domain Adaptation 对抗性学习领域自适应的锥形束计算机断层扫描（CBCT）分割
140.Pick-and-Learn: Automatic Quality Evaluation for Noisy-Labeled Image Segmentation 挑选和学习：噪声标签图像分割的自动质量评估
141.Anatomical Priors for Image Segmentation via Post-processing with Denoising Autoencoders 通过带有降噪自动编码器的后处理进行图像分割的解剖先验
142.Simultaneous Lung Field Detection and Segmentation for Pediatric Chest Radiographs 儿科胸片的同时肺野检测和分割
143.Deep Esophageal Clinical Target Volume Delineation Using Encoded 3D Spatial Context of Tumors, Lymph Nodes, and Organs At Risk 使用肿瘤，淋巴结和处于危险中的器官的编码3D空间上下文描述深食道临床目标体积
144.Weakly Supervised Segmentation Framework with Uncertainty: A Study on Pneumothorax Segmentation in Chest X-ray 具有不确定性的弱监督分割框架：胸部X射线气胸分割的研究
145.Multi-task Localization and Segmentation for X-Ray Guided Planning in Knee Surgery 膝关节手术X射线引导计划的多任务定位和分割
146.Towards Fully Automatic X-Ray to CT Registration 走向全自动X射线到CT配准
147.Adaptive Image-Feature Learning for Disease Classification Using Inductive Graph Networks 自适应图像特征学习的归纳图网络疾病分类
148.How to Learn from Unlabeled Volume Data: Self-supervised 3D Context Feature Learning 如何从未标记的体积数据中学习：自我监督的3D上下文功能学习
149.Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis 概率放射学：可控形状分析的模糊诊断
150.Extract Bone Parts Without Human Prior: End-to-end Convolutional Neural Network for Pediatric Bone Age Assessment 无需人工就可提取​​骨骼部位：端到端卷积神经网络用于小儿骨骼年龄评估
151.Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment 量化和利用分类不确定度进行胸部X光片评估
152.Adversarial Regression Training for Visualizing the Progression of Chronic Obstructive Pulmonary Disease with Chest X-Rays 乳腺MRI癌分析的深角包埋和特征相关注意
153.Medical-based Deep Curriculum Learning for Improved Fracture Classification 基于医学的深度课程学习可改善骨折分类
154.Realistic Breast Mass Generation Through BIRADS Category 通过BIRADS类别实现真实的乳房弥散
155.Learning from Longitudinal Mammography Studies 从纵向乳腺摄影学中学习
156.Automatic Radiology Report Generation Based on Multi-view Image Fusion and Medical Concept Enrichment 基于多视图图像融合和医学概念充实的放射线报告自动生成
157.Multi-label Thoracic Disease Image Classification with Cross-Attention Networks 带有交叉注意网络的多标签胸腔疾病图像分类
158.InfoMask: Masked Variational Latent Representation to Localize Chest Disease InfoMask：掩盖变异潜能表示法来定位胸部疾病
159.Longitudinal Change Detection on Chest X-rays Using Geometric Correlation Maps 成对胸部X射线数据增强的对抗性肺病理翻译
160.Adversarial Pulmonary Pathology Translation for Pairwise Chest X-Ray Data Augmentation 使用自动编码器和高斯混合模型的定量成像表型的无监督聚类
161.Semi-supervised Learning by Disentangling and Self-ensembling over Stochastic Latent Space 随机潜空间上的纠缠和自组装的半监督学习
162.An Automated Cobb Angle Estimation Method Using Convolutional Neural Network with Area Limitation 卷积神经网络面积限制的自动Cobb角估计方法
163.Endotracheal Tube Detection and Segmentation in Chest Radiographs Using Synthetic Data 使用合成数据在胸片中进行气管插管检测和分割
164.Learning Interpretable Features via Adversarially Robust Optimization 通过对抗性强大的优化学习可解释的特征
165.Synthesize Mammogram from Digital Breast Tomosynthesis with Gradient Guided cGANs 梯度引导cGAN从数字乳房断层合成中合成乳房X光照片
166.Semi-supervised Medical Image Segmentation via Learning Consistency Under Transformations 变换下基于学习一致性的半监督医学图像分割
167.Improved Inference via Deep Input Transfer 通过深度输入传输改善推理
168.Neural Architecture Search for Adversarial Medical Image Segmentation 神经架构搜索以对抗医学图像分割
169.MeshSNet: Deep Multi-scale Mesh Feature Learning for End-to-End Tooth Labeling on 3D Dental Surfaces MeshSNet：深度多尺度网格特征学习，可在3D牙齿表面上进行端到端的牙齿标记
170.Improving Robustness of Medical Image Diagnosis with Denoising Convolutional Neural Networks 用去噪卷积神经网络提高医学图像诊断的鲁棒性