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本月IEEE Transactions on Medical Imaging(1区 top if 11.037) 共41篇, Medical Image Analysis（1区 top if 13.828）共47篇.
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标题高频词汇

('segmentation', 15), ('medical', 13), ('3d', 6), ('domain', 6), ('surgical', 5), ('reconstruction', 5), ('attention', 5),('breast', 4), ('lesion', 4), ('microscopy', 4), ('classification', 4), ('adaptation', 4), ('adversarial', 4), ('unsupervised', 4), ('brain', 4), ('analysis', 4), ('ct', 4)

本月值得关注的论文

Benchmarking of Deep Architectures for Segmentation of Medical Images

用于医学图像分割的深层架构基准测试

A survey of catheter tracking concepts and methodologies

catheter tracking的概念和方法的综述

Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

大流行病中的快速人工智能解决方案——COVID-19-20 肺部 CT 病灶分割挑战

Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge

快速且低 GPU 内存的腹部 CT 器官分割：FLARE 挑战

WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image

WORD：CT 图像腹部器官分割的大规模数据集、基准和临床应用研究

TMI 202211论文速递

1. Imaging Breast Microcalcifications Using Dark-Field Signal in Propagation-Based Phase-Contrast Tomography

在基于传播的相衬层析成像中使用暗场信号对乳房微钙化进行成像

A. Aminzadeh;B. D. Arhatari;A. Maksimenko;C. J. Hall;D. Hausermann;A. G. Peele;J. Fox;B. Kumar;Z. Prodanovic;M. Dimmock;D. Lockie;K. M. Pavlov;Y. I. Nesterets;D. Thompson;S. C. Mayo;D. M. Paganin;S. T. Taba;S. Lewis;P. C. Brennan;H. M. Quiney;T. E. Gureyev

原文链接：https://ieeexplore.ieee.org/document/9777732/

2. Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation

探索手术语义场景分割的视频内和视频间关系

Yueming Jin;Yang Yu;Cheng Chen;Zixu Zhao;Pheng-Ann Heng;Danail Stoyanov

原文链接：https://ieeexplore.ieee.org/document/9779714/

3. A Graph-Transformer for Whole Slide Image Classification

用于整个幻灯片图像分类的图形转换器

Yi Zheng;Rushin H. Gindra;Emily J. Green;Eric J. Burks;Margrit Betke;Jennifer E. Beane;Vijaya B. Kolachalama

原文链接：https://ieeexplore.ieee.org/document/9779215/

4. Semi-Supervised Neuron Segmentation via Reinforced Consistency Learning

通过强化一致性学习进行半监督神经元分割

Wei Huang;Chang Chen;Zhiwei Xiong;Yueyi Zhang;Xuejin Chen;Xiaoyan Sun;Feng Wu

原文链接：https://ieeexplore.ieee.org/document/9777694/

5. Deep Kernel Representation for Image Reconstruction in PET

PET 图像重建的深度内核表示

Siqi Li;Guobao Wang

原文链接：https://ieeexplore.ieee.org/document/9777718/

6. Model-Based Quantitative Elasticity Reconstruction Using ADMM

使用 ADMM 进行基于模型的定量弹性重建

Shahed Mohammed;Mohammad Honarvar;Qi Zeng;Hoda Hashemi;Robert Rohling;Piotr Kozlowski;Septimiu Salcudean

原文链接：https://ieeexplore.ieee.org/document/9782425/

7. Perovskite CsPbBr3 Single Crystal Detector for High Flux X-Ray Photon Counting

用于高通量 X 射线光子计数的钙钛矿 CsPbBr3 单晶探测器

Lei Pan;Yihui He;Vladislav V. Klepov;Michael C. De Siena;Mercouri G. Kanatzidis

原文链接：https://ieeexplore.ieee.org/document/9779149/

8. Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image Segmentation

噪声标签的抗干扰：用于医学图像分割的 Mean-Teacher-Assisted Confident Learning

Zhe Xu;Donghuan Lu;Jie Luo;Yixin Wang;Jiangpeng Yan;Kai Ma;Yefeng Zheng;Raymond Kai-Yu Tong

原文链接：https://ieeexplore.ieee.org/document/9779756/

9. SSIS-Seg: Simulation-Supervised Image Synthesis for Surgical Instrument Segmentation

SSIS-Seg：用于手术器械分割的模拟监督图像合成

Emanuele Colleoni;Dimitris Psychogyios;Beatrice Van Amsterdam;Francisco Vasconcelos;Danail Stoyanov

原文链接：https://ieeexplore.ieee.org/document/9783104/

10. Robust PCA Unrolling Network for Super-Resolution Vessel Extraction in X-Ray Coronary Angiography

用于 X 射线冠状动脉造影中超分辨率血管提取的稳健 PCA 展开网络

Binjie Qin;Haohao Mao;Yiming Liu;Jun Zhao;Yisong Lv;Yueqi Zhu;Song Ding;Xu Chen

原文链接：https://ieeexplore.ieee.org/document/9780367/

11. Imaging of Single Transducer-Harmonic Motion Imaging-Derived Displacements at Several Oscillation Frequencies Simultaneously

同时在多个振荡频率下对单个换能器谐波运动成像衍生位移进行成像

Md Murad Hossain;Elisa E. Konofagou

原文链接：https://ieeexplore.ieee.org/document/9784938/

12. Semantic Graph Attention With Explicit Anatomical Association Modeling for Tooth Segmentation From CBCT Images

CBCT 图像牙齿分割的语义图注意与显式解剖关联建模

Pengcheng Li;Yang Liu;Zhiming Cui;Feng Yang;Yue Zhao;Chunfeng Lian;Chenqiang Gao

原文链接：https://ieeexplore.ieee.org/document/9785606/

13. DEEMD: Drug Efficacy Estimation Against SARS-CoV-2 Based on Cell Morphology With Deep Multiple Instance Learning

DEEMD：基于深度多实例学习的细胞形态学对 SARS-CoV-2 的药效估计

M. Sadegh Saberian;Kathleen P. Moriarty;Andrea D. Olmstead;Christian Hallgrimson;François Jean;Ivan R. Nabi;Maxwell W. Libbrecht;Ghassan Hamarneh

原文链接：https://ieeexplore.ieee.org/document/9783182/

14. Progressive Multiscale Consistent Network for Multiclass Fundus Lesion Segmentation

用于多类眼底病变分割的渐进式多尺度一致性网络

Along He;Kai Wang;Tao Li;Wang Bo;Hong Kang;Huazhu Fu

原文链接：https://ieeexplore.ieee.org/document/9781413/

15. Two-Stage Mesh Deep Learning for Automated Tooth Segmentation and Landmark Localization on 3D Intraoral Scans

用于 3D 口内扫描自动牙齿分割和地标定位的两阶段网格深度学习

Tai-Hsien Wu;Chunfeng Lian;Sanghee Lee;Matthew Pastewait;Christian Piers;Jie Liu;Fan Wang;Li Wang;Chiung-Ying Chiu;Wenchi Wang;Christina Jackson;Wei-Lun Chao;Dinggang Shen;Ching-Chang Ko

原文链接：https://ieeexplore.ieee.org/document/9789163/

16. MOdel-Based SyntheTic Data-Driven Learning (MOST-DL): Application in Single-Shot T2 Mapping With Severe Head Motion Using Overlapping-Echo Acquisition

基于模型的合成数据驱动学习 (MOST-DL)：使用重叠回波采集在严重头部运动的单次 T2 映射中的应用

Qinqin Yang;Yanhong Lin;Jiechao Wang;Jianfeng Bao;Xiaoyin Wang;Lingceng Ma;Zihan Zhou;Qizhi Yang;Shuhui Cai;Hongjian He;Congbo Cai;Jiyang Dong;Jingliang Cheng;Zhong Chen;Jianhui Zhong

原文链接：https://ieeexplore.ieee.org/document/9787412/

17. Deep-Learning-Based Electrical Noise Removal Enables High Spectral Optoacoustic Contrast in Deep Tissue

基于深度学习的电噪声去除可在深层组织中实现高光谱光声对比度

Christoph Dehner;Ivan Olefir;Kaushik Basak Chowdhury;Dominik Jüstel;Vasilis Ntziachristos

原文链接：https://ieeexplore.ieee.org/document/9787515/

18. Augmented Equivariant Attention Networks for Microscopy Image Transformation

用于显微图像转换的增强等变注意网络

Yaochen Xie;Yu Ding;Shuiwang Ji

原文链接：https://ieeexplore.ieee.org/document/9785968/

19. Adversarial Evolving Neural Network for Longitudinal Knee Osteoarthritis Prediction

用于纵向膝骨关节炎预测的对抗性进化神经网络

Kun Hu;Wenhua Wu;Wei Li;Milena Simic;Albert Zomaya;Zhiyong Wang

原文链接：https://ieeexplore.ieee.org/document/9791422/

20. MSDESIS: Multitask Stereo Disparity Estimation and Surgical Instrument Segmentation

MSDESIS：多任务立体视差估计和手术器械分割

Dimitrios Psychogyios;Evangelos Mazomenos;Francisco Vasconcelos;Danail Stoyanov

原文链接：https://ieeexplore.ieee.org/document/9791423/

21. Benchmarking of Deep Architectures for Segmentation of Medical Images

用于医学图像分割的深层架构基准测试

Daniel Gut;Zbisław Tabor;Mateusz Szymkowski;Miłosz Rozynek;Iwona Kucybała;Wadim Wojciechowski

原文链接：https://ieeexplore.ieee.org/document/9789098/

22. Toward Robust Histology-Prior Embedding for Endomicroscopy Image Classification

稳健的组织学优先嵌入用于内镜图像分类

Yun Gu;Yunze Xu;Xiaolin Huang;Jie Yang;Wei Xue;Guang-Zhong Yang

原文链接：https://ieeexplore.ieee.org/document/9789125/

23. Hierarchical Multi-Resolution Graph-Cuts for Water-Fat-Silicone Separation in Breast MRI

用于乳腺 MRI 中水-脂肪-硅分离的分层多分辨率图形切割

Jonathan K. Stelter;Christof Boehm;Stefan Ruschke;Kilian Weiss;Maximilian N. Diefenbach;Mingming Wu;Tabea Borde;Georg P. Schmidt;Marcus R. Makowski;Eva M. Fallenberg;Dimitrios C. Karampinos

原文链接：https://ieeexplore.ieee.org/document/9788478/

24. Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images

用于皮肤镜检查和临床图像中皮肤病变的多标签分类和黑色素瘤诊断的基于图形的跨类别和跨模式网络

Xiaohang Fu;Lei Bi;Ashnil Kumar;Michael Fulham;Jinman Kim

原文链接：https://ieeexplore.ieee.org/document/9792439/

25. CX-DaGAN: Domain Adaptation for Pneumonia Diagnosis on a Small Chest X-Ray Dataset

CX-DaGAN：在小型胸部 X 射线数据集上进行肺炎诊断的域自适应

Karen Sanchez;Carlos Hinojosa;Henry Arguello;Denis Kouamé;Olivier Meyrignac;Adrian Basarab

原文链接：https://ieeexplore.ieee.org/document/9793621/

26. A Fast Convergent Ordered-Subsets Algorithm With Subiteration-Dependent Preconditioners for PET Image Reconstruction

用于 PET 图像重建的快速收敛有序子集算法，具有依赖于子迭代的预处理器

Jianfeng Guo;C. Ross Schmidtlein;Andrzej Krol;Si Li;Yizun Lin;Sangtae Ahn;Charles Stearns;Yuesheng Xu

原文链接：https://ieeexplore.ieee.org/document/9792423/

27. First Dedicated Balloon Catheter for Magnetic Particle Imaging

第一条用于磁粉成像的专用球囊导管

Mandy Ahlborg;Thomas Friedrich;Thorsten Göttsche;Vincent Scheitenberger;Reinhard Linemann;Maximilian Wattenberg;Anne T. Buessen;Tobias Knopp;Patryk Szwargulski;Michael G. Kaul;Johannes Salamon;Thorsten M. Buzug;Jörg Barkhausen;Franz Wegner

原文链接：https://ieeexplore.ieee.org/document/9797737/

28. Exploring Segment-Level Semantics for Online Phase Recognition From Surgical Videos

从手术视频中探索用于在线相位识别的片段级语义

Xinpeng Ding;Xiaomeng Li

原文链接：https://ieeexplore.ieee.org/document/9795918/

29. Joint Optimization of k-t Sampling Pattern and Reconstruction of DCE MRI for Pharmacokinetic Parameter Estimation

kt 采样模式的联合优化和 DCE MRI 重建的药代动力学参数估计

Jiaren Zou;Yue Cao

原文链接：https://ieeexplore.ieee.org/document/9798849/

30. VQAMix: Conditional Triplet Mixup for Medical Visual Question Answering

VQAMix：用于医学视觉问答的条件三元组混合

Haifan Gong;Guanqi Chen;Mingzhi Mao;Zhen Li;Guanbin Li

原文链接：https://ieeexplore.ieee.org/document/9802503/

31. 3D US-Based Evaluation and Optimization of Tumor Coverage for US-Guided Percutaneous Liver Thermal Ablation

基于美国的 3D 评估和优化美国引导经皮肝脏热消融的肿瘤覆盖率

Shuwei Xing;Joeana Cambranis Romero;Derek W. Cool;Amol Mujoomdar;Elvis C. S. Chen;Terry M. Peters;Aaron Fenster

原文链接：https://ieeexplore.ieee.org/document/9800921/

32. Triplet Cross-Fusion Learning for Unpaired Image Denoising in Optical Coherence Tomography

光学相干层析成像中不成对图像去噪的三元组交叉融合学习

Mufeng Geng;Xiangxi Meng;Lei Zhu;Zhe Jiang;Mengdi Gao;Zhiyu Huang;Bin Qiu;Yicheng Hu;Yibao Zhang;Qiushi Ren;Yanye Lu

原文链接：https://ieeexplore.ieee.org/document/9800979/

33. Disentangling the Frequency Content in Optoacoustics

解开光声学中的频率成分

Antonia Longo;Dominik Jüstel;Vasilis Ntziachristos

原文链接：https://ieeexplore.ieee.org/document/9805785/

34. Anomaly Matters: An Anomaly-Oriented Model for Medical Visual Question Answering

异常问题：一种面向异常的医学视觉问答模型

Fuze Cong;Shibiao Xu;Li Guo;Yinbing Tian

原文链接：https://ieeexplore.ieee.org/document/9810896/

35. Contrastive and Selective Hidden Embeddings for Medical Image Segmentation

用于医学图像分割的对比和选择性隐藏嵌入

Zihao Liu;Zhuowei Li;Zhiqiang Hu;Qing Xia;Ruiqin Xiong;Shaoting Zhang;Tingting Jiang

原文链接：https://ieeexplore.ieee.org/document/9810855/

36. Super-Resolution Photoacoustic Microscopy via Modified Phase Compounding

通过改性相复合的超分辨率光声显微镜

Mohammadreza Amjadian;Seyed Masood Mostafavi;Jiangbo Chen;Lidai Wang;Zhengtang Luo

原文链接：https://ieeexplore.ieee.org/document/9801872/

37. Cross-Modality Image Registration Using a Training-Time Privileged Third Modality

使用训练时间特权第三模态的跨模态图像配准

Qianye Yang;David Atkinson;Yunguan Fu;Tom Syer;Wen Yan;Shonit Punwani;Matthew J. Clarkson;Dean C. Barratt;Tom Vercauteren;Yipeng Hu

原文链接：https://ieeexplore.ieee.org/document/9815265/

38. Intrinsic Temporal Performance of the RF Receive Coil in Magnetic Resonance Imaging

磁共振成像中射频接收线圈的固有时间性能

Yang Gao;Xiaotong Zhang

原文链接：https://ieeexplore.ieee.org/document/9809970/

39. Dual Adversarial Attention Mechanism for Unsupervised Domain Adaptive Medical Image Segmentation

无监督域自适应医学图像分割的双重对抗注意机制

Xu Chen;Tianshu Kuang;Hannah Deng;Steve H. Fung;Jaime Gateno;James J. Xia;Pew-Thian Yap

原文链接：https://ieeexplore.ieee.org/document/9808152/

40. An Analytical Algorithm for Tensor Tomography From Projections Acquired About Three Axes

从获得的关于三个轴的投影的张量层析成像的分析算法

Weijie Tao;Damien Rohmer;Grant T. Gullberg;Youngho Seo;Qiu Huang

原文链接：https://ieeexplore.ieee.org/document/9813432/

41. Stacked Topological Preserving Dynamic Brain Networks Representation and Classification

堆叠拓扑保持动态脑网络表示和分类

Qi Zhu;Ruting Xu;Ran Wang;Xijia Xu;Zhiqiang Zhang;Daoqiang Zhang

原文链接：https://ieeexplore.ieee.org/document/9808182/

MIA 202211论文速递

1. Quantification of left ventricular strain and torsion by joint analysis of 3D tagging and cine MR images

通过 3D 标记和电影 MR 图像的联合分析量化左心室应变和扭转

Ezgi Berberoğlu, Christian T. Stoeck, Sebastian Kozerke, Martin Genet

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002183

2. uFLIM — Unsupervised analysis of FLIM-FRET microscopy data

uFLIM — FLIM-FRET 显微镜数据的无监督分析

Francesco Masia, Walter Dewitte, Paola Borri, Wolfgang Langbein

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002171

3. CAN3D: Fast 3D medical image segmentation via compact context aggregation

CAN3D：通过紧凑上下文聚合进行快速 3D 医学图像分割

Wei Dai, Boyeong Woo, Siyu Liu, Matthew Marques, ... Shekhar S. Chandra

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002067

4. Gumbel-Softmax based Neural Architecture Search for Hierarchical Brain Networks Decomposition

基于 Gumbel-Softmax 的神经结构搜索用于分层脑网络分解

Tianji Pang, Shijie Zhao, Junwei Han, Shu Zhang, ... Tianming Liu

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002110

5. A hybrid hemodynamic knowledge-powered and feature reconstruction-guided scheme for breast cancer segmentation based on DCE-MRI

基于 DCE-MRI 的乳腺癌分割混合血流动力学知识驱动和特征重建引导方案

Tianxu Lv, Youqing Wu, Yihang Wang, Yuan Liu, ... Xiang Pan

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002134

6. Reducing variations in multi-center Alzheimer’s disease classification with convolutional adversarial autoencoder

使用卷积对抗自动编码器减少多中心阿尔茨海默病分类的变化

Bernard M. Cobbinah, Christian Sorg, Qinli Yang, Arvid Ternblom, ... Junming Shao

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002237

7. 3D vessel-like structure segmentation in medical images by an edge-reinforced network

通过边缘增强网络在医学图像中进行 3D 类血管结构分割

Likun Xia, Hao Zhang, Yufei Wu, Ran Song, ... Yitian Zhao

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002201

8. A framework for falsifiable explanations of machine learning models with an application in computational pathology

机器学习模型的可证伪解释框架及其在计算病理学中的应用

David Schuhmacher, Stephanie Schörner, Claus Küpper, Frederik Großerueschkamp, ... Axel Mosig

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002286

9. UC-NfNet: Deep learning-enabled assessment of ulcerative colitis from colonoscopy images

UC-NfNet：基于深度学习的结肠镜检查图像评估溃疡性结肠炎

Mehmet Turan, Furkan Durmus

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002249

10. A survey of catheter tracking concepts and methodologies

导管追踪概念和方法的调查

Ardit Ramadani, Mai Bui, Thomas Wendler, Heribert Schunkert, ... Nassir Navab

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002225

11. TED: Two-stage expert-guided interpretable diagnosis framework for microvascular invasion in hepatocellular carcinoma

TED：肝细胞癌微血管浸润的两阶段专家指导可解释诊断框架

Yuhang Zhou, Shu-Wen Sun, Qiu-Ping Liu, Xun Xu, ... Yu-Dong Zhang

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002158

12. Enhancing MR image segmentation with realistic adversarial data augmentation

通过真实的对抗性数据增强增强 MR 图像分割

Chen Chen, Chen Qin, Cheng Ouyang, Zeju Li, ... Daniel Rueckert

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002304

13. Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods

用于皮质厚度估计方法基准的可量化脑萎缩合成

Filip Rusak, Rodrigo Santa Cruz, Léo Lebrat, Ondrej Hlinka, ... Pierrick Bourgeat

原文链接：https://www.sciencedirect.com/science/article/pii/S136184152200216X

14. Consistent connectome landscape mining for cross-site brain disease identification using functional MRI

使用功能 MRI 进行跨站点脑疾病识别的一致连接组景观挖掘

Mingliang Wang, Daoqiang Zhang, Jiashuang Huang, Mingxia Liu, Qingshan Liu

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002274

15. Three-dimensional micro-structurally informed in silico myocardium—Towards virtual imaging trials in cardiac diffusion weighted MRI

计算机模拟心肌中的三维微结构信息——心脏弥散加权 MRI 的虚拟成像试验

Mojtaba Lashgari, Nishant Ravikumar, Irvin Teh, Jing-Rebecca Li, ... Alejandro F. Frangi

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002262

16. Towards bridging the distribution gap: Instance to Prototype Earth Mover’s Distance for distribution alignment

弥合分布差距：实例到原型地球移动器的分布对齐距离

Qin Zhou, Runze Wang, Guodong Zeng, Heng Fan, Guoyan Zheng

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002365

17. Distance-based detection of out-of-distribution silent failures for Covid-19 lung lesion segmentation

基于距离的 Covid-19 肺病灶分割分布外无声故障检测

Camila González, Karol Gotkowski, Moritz Fuchs, Andreas Bucher, ... Anirban Mukhopadhyay

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002298

18. Auto-DenseUNet: Searchable neural network architecture for mass segmentation in 3D automated breast ultrasound

Auto-DenseUNet：用于 3D 自动乳腺超声质量分割的可搜索神经网络架构

Xuyang Cao, Houjin Chen, Yanfeng Li, Yahui Peng, ... Dinggang Shen

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002250

19. Dense correspondence of deformable volumetric images via deep spectral embedding and descriptor learning

通过深度光谱嵌入和描述符学习实现可变形体积图像的密集对应

Diya Sun, Yuru Pei, Yungeng Zhang, Tianmin Xu, ... Hongbin Zha

原文链接：https://www.sciencedirect.com/science/article/pii/S136184152200233X

20. Predicting treatment-specific lesion outcomes in acute ischemic stroke from 4D CT perfusion imaging using spatio-temporal convolutional neural networks

使用时空卷积神经网络从 4D CT 灌注成像预测急性缺血性中风的治疗特异性病变结果

Kimberly Amador, Matthias Wilms, Anthony Winder, Jens Fiehler, Nils D. Forkert

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002389

21. Self-supervised learning of neighborhood embedding for longitudinal MRI

纵向 MRI 邻域嵌入的自监督学习

Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M. Pohl

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002122

22. Colour adaptive generative networks for stain normalisation of histopathology images

用于组织病理学图像染色归一化的颜色自适应生成网络

Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, ... Yang Song

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002195

23. Multilevel structure-preserved GAN for domain adaptation in intravascular ultrasound analysis

用于血管内超声分析域自适应的多级结构保留 GAN

Menghua Xia, Hongbo Yang, Yanan Qu, Yi Guo, ... Yuanyuan Wang

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002420

24. Three-dimensional fluorescence microscopy through virtual refocusing using a recursive light propagation network

使用递归光传播网络通过虚拟重新聚焦的三维荧光显微镜

Changyeop Shin, Hyun Ryu, Eun-Seo Cho, Seungjae Han, ... Young-Gyu Yoon

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002328

25. Uncertainty-aware report generation for chest X-rays by variational topic inference

通过变分主题推理生成胸部 X 光片的不确定性感知报告

Ivona Najdenkoska, Xiantong Zhen, Marcel Worring, Ling Shao

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002341

26. Corrigendum to ‘Quantitative Characterization of the Human Retinotopic Map Based on Quasiconformal Mapping’ [Medical Image Analysis Volume 75 (2022) 102230]

对“基于拟共形映射的人类视网膜专题图的定量表征”的勘误 [医学图像分析卷 75 (2022) 102230]

Duyan Ta, Yanshuai Tu, Zhong-Lin Lu, Yalin Wang

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002419

27. Anticipation for surgical workflow through instrument interaction and recognized Signals

通过仪器交互和识别信号预测手术流程

Kun Yuan, Matthew Holden, Shijian Gao, Wonsook Lee

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002390

28. KCB-Net: A 3D knee cartilage and bone segmentation network via sparse annotation

KCB-Net：基于稀疏注释的 3D 膝关节软骨和骨骼分割网络

Yaopeng Peng, Hao Zheng, Peixian Liang, Lichun Zhang, ... Danny Z. Chen

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002146

29. Cross-modal attention for multi-modal image registration

多模态图像配准的跨模态注意力

Xinrui Song, Hanqing Chao, Xuanang Xu, Hengtao Guo, ... Pingkun Yan

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002407

30. Erratum to ‘Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology’ Medical Image Analysis, Volume 79, July 2022, 102474

勘误表“计算病理学中整个幻灯片分类的弱监督深度学习管道基准”医学图像分析，第 79 卷，2022 年 7 月，102474

Narmin Ghaffari Laleh, Hannah Sophie Muti, Chiara Maria Lavinia Loeffler, Amelie Echle, ... Jakob Nikolas Kather

原文链接：https://www.sciencedirect.com/science/article/pii/S136184152200250X

31. TransMorph: Transformer for unsupervised medical image registration

TransMorph：用于无监督医学图像配准的变压器

Junyu Chen, Eric C. Frey, Yufan He, William P. Segars, ... Yong Du

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002432

32. Focused Attention in Transformers for interpretable classification of retinal images

Transformers 中用于视网膜图像可解释分类的集中注意力

Clément Playout, Renaud Duval, Marie Carole Boucher, Farida Cheriet

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002377

33. Domain generalization for prostate segmentation in transrectal ultrasound images: A multi-center study

经直肠超声图像中前列腺分割的域泛化：一项多中心研究

Sulaiman Vesal, Iani Gayo, Indrani Bhattacharya, Shyam Natarajan, ... Mirabela Rusu

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002481

34. Rapid artificial intelligence solutions in a pandemic—The COVID-19-20 Lung CT Lesion Segmentation Challenge

大流行病中的快速人工智能解决方案——COVID-19-20 肺部 CT 病灶分割挑战

Holger R. Roth, Ziyue Xu, Carlos Tor-Díez, Ramon Sanchez Jacob, ... Marius George Linguraru

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002353

35. Generalized self-calibrating simultaneous multi-slice MR image reconstruction from 3D Fourier encoding perspective

从 3D 傅里叶编码的角度广义自校准同时多切片 MR 图像重建

Eun Ji Lim, Taehoon Shin, Joonyeol Lee, Jaeseok Park

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002493

36. Rethinking adversarial domain adaptation: Orthogonal decomposition for unsupervised domain adaptation in medical image segmentation

重新思考对抗域自适应：医学图像分割中无监督域自适应的正交分解

Yongheng Sun, Duwei Dai, Songhua Xu

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002511

37. Fast and Low-GPU-memory abdomen CT organ segmentation: The FLARE challenge

快速且低 GPU 内存的腹部 CT 器官分割：FLARE 挑战

Jun Ma, Yao Zhang, Song Gu, Xingle An, ... Xiaoping Yang

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002444

38. Beyond fine-tuning: Classifying high resolution mammograms using function-preserving transformations

超越微调：使用保留功能的变换对高分辨率乳房 X 线照片进行分类

Tao Wei, Angelica I. Aviles-Rivero, Shuo Wang, Yuan Huang, ... Chang Wen Chen

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002468

39. Multi-modal sequence learning for Alzheimer’s disease progression prediction with incomplete variable-length longitudinal data

不完整可变长度纵向数据的阿尔茨海默病进展预测的多模态序列学习

Lei Xu, Hui Wu, Chunming He, Jun Wang, ... Lei Chen

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002717

40. Towards annotation-efficient segmentation via image-to-image translation

通过图像到图像的转换实现注释有效的分割

Eugene Vorontsov, Pavlo Molchanov, Matej Gazda, Christopher Beckham, ... Samuel Kadoury

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002523

41. Semantic instance segmentation with discriminative deep supervision for medical images

具有判别性深度监督的医学图像语义实例分割

Sihang Zhou, Dong Nie, Ehsan Adeli, Qian Wei, ... Dinggang Shen

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002547

42. Polyp detection on video colonoscopy using a hybrid 2D/3D CNN

使用混合 2D/3D CNN 在视频结肠镜检查中检测息肉

Juana González-Bueno Puyal, Patrick Brandao, Omer F. Ahmad, Kanwal K. Bhatia, ... Danail Stoyanov

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002535

43. IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography

IFT-Net：用于儿科超声心动图定量分析的交互式融合变压器网络

Cheng Zhao, Weiling Chen, Jing Qin, Peng Yang, ... Baiying Lei

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002766

44. Source-free domain adaptation for image segmentation

用于图像分割的无源域自适应

Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002456

45. Gaze-assisted automatic captioning of fetal ultrasound videos using three-way multi-modal deep neural networks

使用三向多模态深度神经网络的胎儿超声视频注视辅助自动字幕

Mohammad Alsharid, Yifan Cai, Harshita Sharma, Lior Drukker, ... J. Alison Noble

原文链接：https://www.sciencedirect.com/science/article/pii/S1361841522002584

46. Automatic identification of septal flash phenomenon in patients with complete left bundle branch block

完全性左束支传导阻滞患者间隔闪光现象的自动识别

Mingjun Qu, Yonghuai Wang, Honghe Li, Jinzhu Yang, Chunyan Ma

原文链接：https://www.sciencedirect.com/science/article/pii/S136184152200247X

47. WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image