2021年12月医学影像期刊论文合集
★本月IEEE Transactions on Medical Imaging(1区 top) 共59篇,(另有2篇为修正勘误), IEEE Transactions on Biomedical Engineering（2区） 共28篇, Medical Image Analysis（1区 top） 共35篇
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值得关注的是，本月TMI中收录了3个challenge的总结，分别是
MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge MoNuSAC2020：多器官细胞核分割和分类挑战 Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge 多中心、多供应商和多疾病心脏分割：M&Ms 挑战 Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge 连续 CT 扫描中肺结节恶性程度预测：ISBI 2018 挑战总结
本月高频词统计：('image', 13), ('network', 12),('segmentation', 10), ('neural', 10), ('ultrasound', 10),('cardiac', 9), ('deep learning', 9), ('3d', 8), ('medical', 8), ('ct', 7), ('brain', 7), ('imaging', 7), ('mr', 6), ('dynamic', 6), ('detection', 6), ('resonance', 6), ('domain', 5), ('estimation', 5), ('attention', 5), ('adaptation', 5), ('magnetic', 5), ('images', 5), ('system', 5), ('model', 5), ('generative', 4), ('correction', 4), ('adversarial', 4), ('frequency', 4), ('constrained', 4), ('mri', 4),('graph', 4), ('unsupervised', 4), ('prediction', 4), ('functional', 4)
TMI 202112论文速递
1. Homotopic Gradients of Generative Density Priors for MR Image Reconstruction
用于MR图像重建的生成密度先验的同伦梯度
Cong Quan;Jinjie Zhou;Yuanzheng Zhu;Yang Chen;Shanshan Wang;Dong Liang;Qiegen Liu
原文链接：https://ieeexplore.ieee.org/document/9435335/
2. Photoacoustic-Guided Laparoscopic and Open Hysterectomy Procedures Demonstrated With Human Cadavers
光声引导的腹腔镜和开放式子宫切除术在人体尸体上进行演示
Alycen Wiacek;Karen C. Wang;Harold Wu;Muyinatu A. Lediju Bell
原文链接：https://ieeexplore.ieee.org/document/9438623/
3. Automatic Inter-Frame Patient Motion Correction for Dynamic Cardiac PET Using Deep Learning
使用深度学习对动态心脏 PET 进行自动帧间患者运动校正
Luyao Shi;Yihuan Lu;Nicha Dvornek;Christopher A. Weyman;Edward J. Miller;Albert J. Sinusas;Chi Liu
原文链接：https://ieeexplore.ieee.org/document/9438949/
4. Joint Design of RF and Gradient Waveforms via Auto-differentiation for 3D Tailored Excitation in MRI
通过自动微分对 MRI 中的 3D 定制激发进行射频和梯度波形的联合设计
Tianrui Luo;Douglas C. Noll;Jeffrey A. Fessler;Jon-Fredrik Nielsen
原文链接：https://ieeexplore.ieee.org/document/9439482/
5. DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images
DSI-Net：用于内窥镜图像联合分类和分割的深度协同交互网络
Meilu Zhu;Zhen Chen;Yixuan Yuan
原文链接：https://ieeexplore.ieee.org/document/9440441/
6. Estimating Effective Connectivity by Recurrent Generative Adversarial Networks
通过循环生成对抗网络估计有效连接
Junzhong Ji;Jinduo Liu;Lu Han;Feipeng Wang
原文链接：https://ieeexplore.ieee.org/document/9440897/
7. Time-Dependent Deep Image Prior for Dynamic MRI
动态 MRI 的时间相关深度图像先验
Jaejun Yoo;Kyong Hwan Jin;Harshit Gupta;Jérôme Yerly;Matthias Stuber;Michael Unser
原文链接：https://ieeexplore.ieee.org/document/9442767/
8. In Vivo Three-Dimensional Raster Scan Optoacoustic Mesoscopy Using Frequency Domain Inversion
使用频域反演的体内三维光栅扫描光声介观
Qutaiba Mustafa;Murad Omar;Ludwig Prade;Pouyan Mohajerani;Antonios Stylogiannis;Vasilis Ntziachristos;Christian Zakian
原文链接：https://ieeexplore.ieee.org/document/9442673/
9. XDoppler: Cross-Correlation of Orthogonal Apertures for 3D Blood Flow Imaging
XDoppler：用于 3D 血流成像的正交孔径的互相关
Adrien Bertolo;Jack Sauvage;Mickael Tanter;Mathieu Pernot;Thomas Deffieux
原文链接：https://ieeexplore.ieee.org/document/9443205/
10. Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation
具有多输出通道一致性正则化的深度神经网络，用于改进肿瘤检测和描绘
Hyunseok Seo;Lequan Yu;Hongyi Ren;Xiaomeng Li;Liyue Shen;Lei Xing
原文链接：https://ieeexplore.ieee.org/document/9443209/
11. Dynamic Myocardial Ultrasound Localization Angiography
动态心肌超声定位血管造影
Philippe Cormier;Jonathan Porée;Chloé Bourquin;Jean Provost
原文链接：https://ieeexplore.ieee.org/document/9446903/
12. Divergence-Free Constrained Phase Unwrapping and Denoising for 4D Flow MRI Using Weighted Least-Squares
使用加权最小二乘法对 4D Flow MRI 进行无发散约束相位展开和去噪
Jiacheng Zhang;Sean M. Rothenberger;Melissa C. Brindise;Michael B. Scott;Haben Berhane;Justin J. Baraboo;Michael Markl;Vitaliy L. Rayz;Pavlos P. Vlachos
原文链接：https://ieeexplore.ieee.org/document/9446842/
13. Brain Age Estimation From MRI Using Cascade Networks With Ranking Loss
使用具有等级损失的级联网络从 MRI 估计脑年龄
Jian Cheng;Ziyang Liu;Hao Guan;Zhenzhou Wu;Haogang Zhu;Jiyang Jiang;Wei Wen;Dacheng Tao;Tao Liu
原文链接：https://ieeexplore.ieee.org/document/9446871/
14. MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge
MoNuSAC2020：多器官细胞核分割和分类挑战
Ruchika Verma;Neeraj Kumar;Abhijeet Patil;Nikhil Cherian Kurian;Swapnil Rane;Simon Graham;Quoc Dang Vu;Mieke Zwager;Shan E. Ahmed Raza;Nasir Rajpoot;Xiyi Wu;Huai Chen;Yijie Huang;Lisheng Wang;Hyun Jung;G. Thomas Brown;Yanling Liu;Shuolin Liu;Seyed Alireza Fatemi Jahromi;Ali Asghar Khani;Ehsan Montahaei;Mahdieh Soleymani Baghshah;Hamid Behroozi;Pavel Semkin;Alexandr Rassadin;Prasad Dutande;Romil Lodaya;Ujjwal Baid;Bhakti Baheti;Sanjay Talbar;Amirreza Mahbod;Rupert Ecker;Isabella Ellinger;Zhipeng Luo;Bin Dong;Zhengyu Xu;Yuehan Yao;Shuai Lv;Ming Feng;Kele Xu;Hasib Zunair;Abdessamad Ben Hamza;Steven Smiley;Tang-Kai Yin;Qi-Rui Fang;Shikhar Srivastava;Dwarikanath Mahapatra;Lubomira Trnavska;Hanyun Zhang;Priya Lakshmi Narayanan;Justin Law;Yinyin Yuan;Abhiroop Tejomay;Aditya Mitkari;Dinesh Koka;Vikas Ramachandra;Lata Kini;Amit Sethi
原文链接：https://ieeexplore.ieee.org/document/9446924/
15. Perfusion Imaging: An Advection Diffusion Approach
灌注成像：一种平流扩散方法
Peirong Liu;Yueh Z. Lee;Stephen R. Aylward;Marc Niethammer
原文链接：https://ieeexplore.ieee.org/document/9446948/
16. Computational Breast Anatomy Simulation Using Multi-Scale Perlin Noise
使用多尺度柏林噪声的计算乳房解剖模拟
Bruno Barufaldi;Craig K. Abbey;Miguel A. Lago;Trevor L. Vent;Raymond J. Acciavatti;Predrag R. Bakic;Andrew D. A. Maidment
原文链接：https://ieeexplore.ieee.org/document/9449901/
17. NHBS-Net: A Feature Fusion Attention Network for Ultrasound Neonatal Hip Bone Segmentation
NHBS-Net：用于超声新生儿髋骨分割的特征融合注意网络
Ruhan Liu;Mengyao Liu;Bin Sheng;Huating Li;Ping Li;Haitao Song;Ping Zhang;Lixin Jiang;Dinggang Shen
原文链接：https://ieeexplore.ieee.org/document/9449886/
18. MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction
MAGIC：用于低剂量 CT 重建的流形和图集成卷积网络
Wenjun Xia;Zexin Lu;Yongqiang Huang;Zuoqiang Shi;Yan Liu;Hu Chen;Yang Chen;Jiliu Zhou;Yi Zhang
原文链接：https://ieeexplore.ieee.org/document/9450848/
19. Data-Driven Retrospective Correction of B1 Field Inhomogeneity in Fast Macromolecular Proton Fraction and R1 Mapping
快速大分子质子分数和 R1 映射中 B1 场不均匀性的数据驱动回溯校正
Vasily L. Yarnykh
原文链接：https://ieeexplore.ieee.org/document/9450835/
20. Dictionary Learning Constrained Direct Parametric Estimation in Dynamic Myocardial Perfusion PET
动态心肌灌注 PET 中的字典学习约束直接参数估计
Bao Yang;Xinhui Wang;Andi Li;Jonathan B. Moody;Jing Tang
原文链接：https://ieeexplore.ieee.org/document/9454435/
21. An Excitation-Reception Collinear Probe for Ultrasonic, Photoacoustic, and Thermoacoustic Tri-Modal Volumetric Imaging
用于超声、光声和热声三模态体积成像的激发-接收共线探头
Zhongwen Cheng;Linghua Wu;Tengsen Qiu;Yihao Duan;Huan Qin;Jun Hu;Sihua Yang
原文链接：https://ieeexplore.ieee.org/document/9454453/
22. CleftNet: Augmented Deep Learning for Synaptic Cleft Detection From Brain Electron Microscopy
CleftNet：用于脑电子显微镜突触裂隙检测的增强深度学习
Yi Liu;Shuiwang Ji
原文链接：https://ieeexplore.ieee.org/document/9455137/
23. Medical Image Segmentation With Deep Atlas Prior
使用 Deep Atlas Prior 进行医学图像分割
Huimin Huang;Han Zheng;Lanfen Lin;Ming Cai;Hongjie Hu;Qiaowei Zhang;Qingqing Chen;Yutaro Iwamoto;Xianhua Han;Yen-Wei Chen;Ruofeng Tong
原文链接：https://ieeexplore.ieee.org/document/9455423/
24. Multi-Modal Co-Learning for Liver Lesion Segmentation on PET-CT Images
PET-CT 图像肝病灶分割的多模式协同学习
Zhongliang Xue;Ping Li;Liang Zhang;Xiaoyuan Lu;Guangming Zhu;Peiyi Shen;Syed Afaq Ali Shah;Mohammed Bennamoun
原文链接：https://ieeexplore.ieee.org/document/9456856/
25. Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge
多中心、多供应商和多疾病心脏分割：M&Ms 挑战
Víctor M. Campello;Polyxeni Gkontra;Cristian Izquierdo;Carlos Martín-Isla;Alireza Sojoudi;Peter M. Full;Klaus Maier-Hein;Yao Zhang;Zhiqiang He;Jun Ma;Mario Parreño;Alberto Albiol;Fanwei Kong;Shawn C. Shadden;Jorge Corral Acero;Vaanathi Sundaresan;Mina Saber;Mustafa Elattar;Hongwei Li;Bjoern Menze;Firas Khader;Christoph Haarburger;Cian M. Scannell;Mitko Veta;Adam Carscadden;Kumaradevan Punithakumar;Xiao Liu;Sotirios A. Tsaftaris;Xiaoqiong Huang;Xin Yang;Lei Li;Xiahai Zhuang;David Viladés;Martín L. Descalzo;Andrea Guala;Lucia La Mura;Matthias G. Friedrich;Ria Garg;Julie Lebel;Filipe Henriques;Mahir Karakas;Ersin Çavuş;Steffen E. Petersen;Sergio Escalera;Santi Seguí;José F. Rodríguez-Palomares;Karim Lekadir
原文链接：https://ieeexplore.ieee.org/document/9458279/
26. Unsupervised Domain Adaptation With Variational Approximation for Cardiac Segmentation
无监督域适应与心脏分割的变分逼近
Fuping Wu;Xiahai Zhuang
原文链接：https://ieeexplore.ieee.org/document/9459711/
27. Efficient Joint Estimation of Tracer Distribution and Background Signals in Magnetic Particle Imaging Using a Dictionary Approach
使用字典方法对磁粒子成像中示踪剂分布和背景信号的有效联合估计
Tobias Knopp;Mirco Grosser;Matthias Graeser;Timo Gerkmann;Martin Möddel
原文链接：https://ieeexplore.ieee.org/document/9460995/
28. Co-Correcting: Noise-Tolerant Medical Image Classification via Mutual Label Correction
共同校正：通过互标签校正的抗噪医学图像分类
Jiarun Liu;Ruirui Li;Chuan Sun
原文链接：https://ieeexplore.ieee.org/document/9461766/
29. A Copolymer-in-Oil Tissue-Mimicking Material With Tuneable Acoustic and Optical Characteristics for Photoacoustic Imaging Phantoms
一种用于光声成像模型的具有可调声学和光学特性的油包共聚物模拟材料
Lina Hacker;James Joseph;Aoife M. Ivory;Mohand O. Saed;Bajram Zeqiri;Srinath Rajagopal;Sarah E. Bohndiek
原文链接：https://ieeexplore.ieee.org/document/9460992/
30. Structure-Driven Unsupervised Domain Adaptation for Cross-Modality Cardiac Segmentation
用于跨模态心脏分割的结构驱动无监督域适应
Zhiming Cui;Changjian Li;Zhixu Du;Nenglun Chen;Guodong Wei;Runnan Chen;Lei Yang;Dinggang Shen;Wenping Wang
原文链接：https://ieeexplore.ieee.org/document/9463875/
31. Quad-Contrast Imaging: Simultaneous Acquisition of Four Contrast-Weighted Images (PD-Weighted, T₂-Weighted, PD-FLAIR and T₂-FLAIR Images) With Synthetic T₁-Weighted Image, T₁- and T₂-Maps
四重对比成像：使用合成 T₁-加权图像、T₁- 和 T2-Maps 同时采集四个对比加权图像（PD 加权、T2 加权、PD-FLAIR 和 T2-FLAIR 图像）
Sooyeon Ji;Jinhee Jeong;Se-Hong Oh;Yoonho Nam;Seung Hong Choi;Hyeong-Geol Shin;Dongmyung Shin;Woojin Jung;Jongho Lee
原文链接：https://ieeexplore.ieee.org/document/9468653/
32. ALA-Net: Adaptive Lesion-Aware Attention Network for 3D Colorectal Tumor Segmentation
ALA-Net：用于 3D 结直肠肿瘤分割的自适应病变感知注意网络
Yankai Jiang;Shufeng Xu;Hongjie Fan;Jiahong Qian;Weizhi Luo;Shihui Zhen;Yubo Tao;Jihong Sun;Hai Lin
原文链接：https://ieeexplore.ieee.org/document/9469886/
33. Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features
使用自监督和平移一致特征的医学图像异常检测
He Zhao;Yuexiang Li;Nanjun He;Kai Ma;Leyuan Fang;Huiqi Li;Yefeng Zheng
原文链接：https://ieeexplore.ieee.org/document/9469869/
34. Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study
基于空间信息肺纹理学习的肺气肿新亚型：动脉粥样硬化的多种族研究 (MESA) COPD 研究
Jie Yang;Elsa D. Angelini;Pallavi P. Balte;Eric A. Hoffman;John H. M. Austin;Benjamin M. Smith;R. Graham Barr;Andrew F. Laine
原文链接：https://ieeexplore.ieee.org/document/9474340/
35. Noise Conscious Training of Non Local Neural Network Powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising
用于低剂量 CT 降噪的自注意力谱归一化马尔可夫补丁 GAN 驱动的非局部神经网络的噪声意识训练
Sutanu Bera;Prabir Kumar Biswas
原文链接：https://ieeexplore.ieee.org/document/9474492/
36. Development of an Integrated C-Arm Interventional Imaging System With a Strip Photon Counting Detector and a Flat Panel Detector
带条状光子计数探测器和平板探测器的集成 C 臂介入成像系统的开发
Xu Ji;Mang Feng;Kevin Treb;Ran Zhang;Sebastian Schafer;Ke Li
原文链接：https://ieeexplore.ieee.org/document/9475959/
37. LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging
LAPNet：在 k 空间中导出的用于磁共振成像的非刚性配准
Thomas Küstner;Jiazhen Pan;Haikun Qi;Gastao Cruz;Christopher Gilliam;Thierry Blu;Bin Yang;Sergios Gatidis;René Botnar;Claudia Prieto
原文链接：https://ieeexplore.ieee.org/document/9478906/
38. Learned Low-Rank Priors in Dynamic MR Imaging
在动态 MR 成像中学习低阶先验
Ziwen Ke;Wenqi Huang;Zhuo-Xu Cui;Jing Cheng;Sen Jia;Haifeng Wang;Xin Liu;Hairong Zheng;Leslie Ying;Yanjie Zhu;Dong Liang
原文链接：https://ieeexplore.ieee.org/document/9481108/
39. Design Study of an Ultrahigh Resolution Brain SPECT System Using a Synthetic Compound-Eye Camera Design With Micro-Slit and Micro-Ring Apertures
使用具有微缝和微环孔径的合成复眼相机设计的超高分辨率大脑 SPECT 系统的设计研究
Elena Maria Zannoni;Can Yang;Ling-Jian Meng
原文链接：https://ieeexplore.ieee.org/document/9481944/
40. A Polarization-Imaging-Based Machine Learning Framework for Quantitative Pathological Diagnosis of Cervical Precancerous Lesions
用于宫颈癌前病变定量病理诊断的基于偏振成像的机器学习框架
Yang Dong;Jiachen Wan;Xingjian Wang;Jing-Hao Xue;Jibin Zou;Honghui He;Pengcheng Li;Anli Hou;Hui Ma
原文链接：https://ieeexplore.ieee.org/document/9483945/
41. Weakly Supervised Deep Ordinal Cox Model for Survival Prediction From Whole-Slide Pathological Images
用于全载玻片病理图像生存预测的弱监督深序 Cox 模型
Wei Shao;Tongxin Wang;Zhi Huang;Zhi Han;Jie Zhang;Kun Huang
原文链接：https://ieeexplore.ieee.org/document/9486947/
42. Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge
连续 CT 扫描中肺结节恶性程度预测：ISBI 2018 挑战总结
Yoganand Balagurunathan;Andrew Beers;Michael Mcnitt-Gray;Lubomir Hadjiiski;Sandy Napel;Dmitry Goldgof;Gustavo Perez;Pablo Arbelaez;Alireza Mehrtash;Tina Kapur;Ehwa Yang;Jung Won Moon;Gabriel Bernardino Perez;Ricard Delgado-Gonzalo;M. Mehdi Farhangi;Amir A. Amini;Renkun Ni;Xue Feng;Aditya Bagari;Kiran Vaidhya;Benjamin Veasey;Wiem Safta;Hichem Frigui;Joseph Enguehard;Ali Gholipour;Laura Silvana Castillo;Laura Alexandra Daza;Paul Pinsky;Jayashree Kalpathy-Cramer;Keyvan Farahani
原文链接：https://ieeexplore.ieee.org/document/9486926/
43. Hip Landmark Detection With Dependency Mining in Ultrasound Image
超声图像中依赖挖掘的臀部标志检测
Jingyuan Xu;Hongtao Xie;Chuanbin Liu;Fang Yang;Sicheng Zhang;Xun Chen;Yongdong Zhang
原文链接：https://ieeexplore.ieee.org/document/9486886/
44. Assessing Myocardial Microstructure With Biophysical Models of Diffusion MRI
用弥散 MRI 的生物物理模型评估心肌微结构
Mohsen Farzi;Darryl Mcclymont;Hannah Whittington;Marie-Christine Zdora;Leah Khazin;Craig A. Lygate;Christoph Rau;Erica Dall’Armellina;Irvin Teh;Jürgen E. Schneider
原文链接：https://ieeexplore.ieee.org/document/9488659/
45. A Long Short-Term Memory Network for Sparse Spatiotemporal EEG Source Imaging
用于稀疏时空 EEG 源成像的长短期记忆网络
Joyce Chelangat Bore;Peiyang Li;Lin Jiang;Walid M. A. Ayedh;Chunli Chen;Dennis Joe Harmah;Dezhong Yao;Zehong Cao;Peng Xu
原文链接：https://ieeexplore.ieee.org/document/9488247/
46. Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction
学习和分割用于 3D 神经元重建的密集体素嵌入
Kisuk Lee;Ran Lu;Kyle Luther;H. Sebastian Seung
原文链接：https://ieeexplore.ieee.org/document/9489304/
47. Measuring Image Resolution in Ultrasound Localization Microscopy
在超声定位显微镜中测量图像分辨率
V. Hingot;A. Chavignon;B. Heiles;O. Couture
原文链接：https://ieeexplore.ieee.org/document/9490980/
48. Efficient Medical Image Segmentation Based on Knowledge Distillation
基于知识蒸馏的高效医学图像分割
Dian Qin;Jia-Jun Bu;Zhe Liu;Xin Shen;Sheng Zhou;Jing-Jun Gu;Zhi-Hua Wang;Lei Wu;Hui-Fen Dai
原文链接：https://ieeexplore.ieee.org/document/9491090/
49. A Spatial Off-Resonance Correction in Spirals for Magnetic Resonance Fingerprinting
用于磁共振指纹的螺旋空间非共振校正
Ronal Coronado;Gastão Cruz;Carlos Castillo-Passi;Cristian Tejos;Sergio Uribe;Claudia Prieto;Pablo Irarrazaval
原文链接：https://ieeexplore.ieee.org/document/9496622/
50. Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification
用于功能性神经影像生物标志物识别的多波段脑网络分析
Rongyao Hu;Ziwen Peng;Xiaofeng Zhu;Jiangzhang Gan;Yonghua Zhu;Junbo Ma;Guorong Wu
原文链接：https://ieeexplore.ieee.org/document/9494430/
51. Self-Fluence-Compensated Functional Photoacoustic Microscopy
自流补偿功能光声显微镜
Jingyi Zhu;Chao Liu;Yan Liu;Jiangbo Chen;Yachao Zhang;Kuanming Yao;Lidai Wang
原文链接：https://ieeexplore.ieee.org/document/9495799/
52. Fast and Accurate Craniomaxillofacial Landmark Detection via 3D Faster R-CNN
通过 3D Faster R-CNN 快速准确地检测颅颌面地标
Xiaoyang Chen;Chunfeng Lian;Hannah H. Deng;Tianshu Kuang;Hung-Ying Lin;Deqiang Xiao;Jaime Gateno;Dinggang Shen;James J. Xia;Pew-Thian Yap
原文链接：https://ieeexplore.ieee.org/document/9494574/
53. Machine Learning-Enabled High-Resolution Dynamic Deuterium MR Spectroscopic Imaging
支持机器学习的高分辨率动态氘核磁共振光谱成像
Yudu Li;Yibo Zhao;Rong Guo;Tao Wang;Yi Zhang;Matthew Chrostek;Walter C. Low;Xiao-Hong Zhu;Zhi-Pei Liang;Wei Chen
原文链接：https://ieeexplore.ieee.org/document/9500227/
54. Quantitative Biomarkers for Cancer Detection Using Contrast-Free Ultrasound High-Definition Microvessel Imaging: Fractal Dimension, Murray’s Deviation, Bifurcation Angle & Spatial Vascularity Pattern
使用无对比超声高清微血管成像进行癌症检测的定量生物标志物：分形维数、Murray 偏差、分叉角和空间血管分布模式
Redouane Ternifi;Yinong Wang;Eric C. Polley;Robert T. Fazzio;Mostafa Fatemi;Azra Alizad
原文链接：https://ieeexplore.ieee.org/document/9502693/
55. Artifact and Detail Attention Generative Adversarial Networks for Low-Dose CT Denoising
用于低剂量 CT 降噪的工件和细节注意力生成对抗网络
Xiong Zhang;Zefang Han;Hong Shangguan;Xinglong Han;Xueying Cui;Anhong Wang
原文链接：https://ieeexplore.ieee.org/document/9502680/
56. LINPE-BL: A Local Descriptor and Broad Learning for Identification of Abnormal Breast Thermograms
LINPE-BL：用于识别异常乳房温度图的局部描述符和广泛学习
Sourav Pramanik;Debotosh Bhattacharjee;Mita Nasipuri;Ondrej Krejcar
原文链接：https://ieeexplore.ieee.org/document/9502134/
57. Unsupervised CT Metal Artifact Learning Using Attention-Guided β-CycleGAN
使用注意力引导的 β-CycleGAN 进行无监督 CT 金属工件学习
Junghyun Lee;Jawook Gu;Jong Chul Ye
原文链接：https://ieeexplore.ieee.org/document/9502095/
58. Learning Domain-Agnostic Visual Representation for Computational Pathology Using Medically-Irrelevant Style Transfer Augmentation
使用与医学无关的风格转移增强学习领域不可知的计算病理学视觉表示
Rikiya Yamashita;Jin Long;Snikitha Banda;Jeanne Shen;Daniel L. Rubin
原文链接：https://ieeexplore.ieee.org/document/9503389/
59. Structure and Illumination Constrained GAN for Medical Image Enhancement
用于医学图像增强的结构和光照约束 GAN
Yuhui Ma;Jiang Liu;Yonghuai Liu;Huazhu Fu;Yan Hu;Jun Cheng;Hong Qi;Yufei Wu;Jiong Zhang;Yitian Zhao
原文链接：https://ieeexplore.ieee.org/document/9503421/
60. Corrections to “Multiperspective Ultrasound Strain Imaging of the Abdominal Aorta”
对“腹主动脉多视角超声应变成像”的修正
Hein de Hoop;Niels J. Petterson;Frans N. van de Vosse;Marc R. H. M. van Sambeek;Hans-Martin Schwab;Richard G. P. Lopata
原文链接：https://ieeexplore.ieee.org/document/9631131/
61. Erratum to “Realistic Lung Nodule Synthesis With Multi-Target Co-Guided Adversarial Mechanism”
“多靶点共引导对抗机制的逼真肺结节合成”勘误表
Qiuli Wang;Xiaohong Zhang;Wei Zhang;Mingchen Gao;Sheng Huang;Jian Wang;Jiuquan Zhang;Dan Yang;Chen Liu
原文链接：https://ieeexplore.ieee.org/document/9631134/
TBME 202112论文速递
1. An Information-Theoretic Framework to Measure the Dynamic Interaction Between Neural Spike Trains
测量神经尖峰序列之间动态交互的信息理论框架
Gorana Mijatovic;Yuri Antonacci;Tatjana Loncar-Turukalo;Ludovico Minati;Luca Faes
原文链接：https://ieeexplore.ieee.org/document/9408355/
2. A Dual-Mode 2D Matrix Array for Ultrasound Image-Guided Noninvasive Therapy
用于超声图像引导的无创治疗的双模式 2D 矩阵阵列
Zhiqiang Zhang;Rong Liu;Guofeng Li;Min Su;Fei Li;Hairong Zheng;Weibao Qiu
原文链接：https://ieeexplore.ieee.org/document/9408392/
3. The Contribution of Glycosaminoglycans/Proteoglycans to Aortic Mechanics in Health and Disease: A Critical Review
糖胺聚糖/蛋白聚糖对健康和疾病中的主动脉力学的贡献：批判性评论
Noor M. Ghadie;Jean-Philippe St-Pierre;Michel R. Labrosse
原文链接：https://ieeexplore.ieee.org/document/9408350/
4. Inference of the Selective Auditory Attention Using Sequential LMMSE Estimation
使用顺序 LMMSE 估计推断选择性听觉注意
Ivine Kuruvila;Kubilay Can Demir;Eghart Fischer;Ulrich Hoppe
原文链接：https://ieeexplore.ieee.org/document/9415171/
5. Retrospective Study for Validation and Improvement of Numerical Treatment Planning of Irreversible Electroporation Ablation for Treatment of Liver Tumors
不可逆电穿孔消融治疗肝肿瘤数值治疗方案的验证和改进的回顾性研究
Helena Cindrič;Panchatcharam Mariappan;Lukas Beyer;Philipp Wiggermann;Michael Moche;Damijan Miklavčič;Bor Kos
原文链接：https://ieeexplore.ieee.org/document/9416803/
6. Estimation of Degradation Velocity of Biocompatible Damaged Stents due to Blood Flow
血流引起的生物相容性损伤支架降解速度的估计
Jorge Dueñas-Pamplona;Javier García;Francisco Castro;Jorge Muñoz-Paniagua;José Sierra-Pallares
原文链接：https://ieeexplore.ieee.org/document/9417670/
7. Technical Validation of Multi-Section Robotic Bronchoscope With First Person View Control for Transbronchial Biopsies of Peripheral Lung
具有第一人称视角控制的多截面机器人支气管镜用于外周肺经支气管活检的技术验证
Fumitaro Masaki;Franklin King;Takahisa Kato;Hisashi Tsukada;Yolonda Colson;Nobuhiko Hata
原文链接：https://ieeexplore.ieee.org/document/9423539/
8. Towards a Clinical Implementation of Measuring the Elastic Modulus of the Aorta From Cardiac Computed Tomography Images
从心脏计算机断层扫描图像测量主动脉弹性模量的临床实施
Takashi Shirakawa;Toru Kuratani;Masao Yoshitatsu;Kazuo Shimamura;Shinya Fukui;Akira Kurata;Yasushi Koyama;Koichi Toda;Ikuo Fukuda;Yoshiki Sawa
原文链接：https://ieeexplore.ieee.org/document/9423537/
9. Hybrid Spectral-IRDx: Near-IR and Ultrasound Attenuation System for Differentiating Breast Cancer From Adjacent Normal Tissue
混合光谱-IRDx：用于区分乳腺癌与相邻正常组织的近红外和超声衰减系统
Uttam M. Pal;Ashika Nayak;Tejaswi Medisetti;Gayatri Gogoi;Himanshu Shekhar;M.S.N. Prasad;Jayant S. Vaidya;Hardik J. Pandya
原文链接：https://ieeexplore.ieee.org/document/9423623/
10. Ensemble Manifold Regularized Multi-Modal Graph Convolutional Network for Cognitive Ability Prediction
用于认知能力预测的集成流形正则化多模态图卷积网络
Gang Qu;Li Xiao;Wenxing Hu;Junqi Wang;Kun Zhang;Vince D. Calhoun;Yu-Ping Wang
原文链接：https://ieeexplore.ieee.org/document/9428628/
11. Microfabricated Device to Record Axonal Conduction Under Pharmacological Treatment for Functional Evaluation of Axon Ion Channel
用于轴突离子通道功能评估的药物治疗下记录轴突传导的微制造装置
Kenta Shimba;Kiyoshi Kotani;Yasuhiko Jimbo
原文链接：https://ieeexplore.ieee.org/document/9427077/
12. Determination of Respiratory Parameters by Means of Hurst Exponents of the Respiratory Sounds and Stochastic Processing Methods
通过呼吸音的赫斯特指数和随机处理方法确定呼吸参数
Esra Saatci;Ertugrul Saatci
原文链接：https://ieeexplore.ieee.org/document/9428504/
13. Are Korotkoff Sounds Reliable Markers for Accurate Estimation of Systolic and Diastolic Pressure Using Brachial Cuff Sphygmomanometry?
Korotkoff 听起来是使用臂袖血压计准确估计收缩压和舒张压的可靠标记吗？
Branko G. Celler;Mark Butlin;Ahmadreza Argha;Isabella Tan;Andy Yong;Alberto Avolio
原文链接：https://ieeexplore.ieee.org/document/9429890/
14. An Approach for Individualized Cochlear Frequency Mapping Determined From 3D Synchrotron Radiation Phase-Contrast Imaging
一种由 3D 同步辐射相衬成像确定的个性化耳蜗频率映射方法
Luke Helpard;Hao Li;Seyed A. Rohani;Ning Zhu;Helge Rask-Andersen;Sumit Agrawal;Hanif M. Ladak
原文链接：https://ieeexplore.ieee.org/document/9430695/
15. Enhanced Neural Tracking of the Fundamental Frequency of the Voice
语音基频的增强神经跟踪
Jana Van Canneyt;Jan Wouters;Tom Francart
原文链接：https://ieeexplore.ieee.org/document/9430705/
16. Genetic Algorithm-Based Optimization for the Geometric Design of a Novel Orthopedic Implant
基于遗传算法的新型骨科植入物几何设计优化
Won Suk You;Justin Casebier;Jacob Mandich;Ravi Balasubramanian
原文链接：https://ieeexplore.ieee.org/document/9431948/
17. Functional Connectivity-Based Prediction of Autism on Site Harmonized ABIDE Dataset
基于功能连接的自闭症网站协调 ABIDE 数据集预测
Madhura Ingalhalikar;Sumeet Shinde;Arnav Karmarkar;Archith Rajan;D. Rangaprakash;Gopikrishna Deshpande
原文链接：https://ieeexplore.ieee.org/document/9431695/
18. Investigation of Artifacts and Optimization in Proton Resonance Frequency Thermometry Towards Heating Risk Monitoring of Implantable Medical Devices in Magnetic Resonance Imaging
质子共振频率温度测量中的伪影研究和优化对磁共振成像中植入式医疗器械的加热风险监测
Feng Zhang;Changqing Jiang;Yichao Li;Xiaoyue Niu;Tiangang Long;Changgeng He;Jianqi Ding;Linze Li;Luming Li
原文链接：https://ieeexplore.ieee.org/document/9435113/
19. Interpretation of Wave Reflections in the Umbilical Arterial Segment of the Feto-Placental Circulation: Computational Modeling of the Feto-Placental Arterial Tree
胎儿-胎盘循环脐动脉段波反射的解释：胎儿-胎盘动脉树的计算建模
Rojan Saghian;Lindsay S. Cahill;Anum Rahman;Joe Steinman;Greg Stortz;John Kingdom;Christopher K. Macgowan;John G. Sled
原文链接：https://ieeexplore.ieee.org/document/9435944/
20. Simultaneous Head and Spine MR Imaging in Children Using a Dedicated Multichannel Receiver System at 3T
使用 3T 专用多通道接收器系统在儿童中同时进行头部和脊柱 MR 成像
Nan Li;Hui Zheng;Guangzu Xu;Ting Gui;Qiufeng Yin;Qiaoyan Chen;Jo Lee;Yang Xin;Shuheng Zhang;Qiang He;Xiaoliang Zhang;Xin Liu;Hairong Zheng;Dengbin Wang;Ye Li
原文链接：https://ieeexplore.ieee.org/document/9437689/
21. A Novel Network With Parallel Resolution Encoders for the Diagnosis of Corneal Diseases
用于诊断角膜疾病的具有并行分辨率编码器的新型网络
Amr Elsawy;Mohamed Abdel-Mottaleb
原文链接：https://ieeexplore.ieee.org/document/9437822/
22. Non-Invasive Treatment for Coronary In-Stent Restenosis via Wireless Revascularization With Nitinol Active Stent
通过使用镍钛诺活性支架的无线血运重建术对冠状动脉支架内再狭窄进行无创治疗
Yong Xian Ang;Ahmad Zahran Md Khudzari;Mohamed Sultan Mohamed Ali
原文链接：https://ieeexplore.ieee.org/document/9437649/
23. Patient-Level Prediction of Multi-Classification Task at Prostate MRI Based on End-to-End Framework Learning From Diagnostic Logic of Radiologists
基于端到端框架学习放射科医师诊断逻辑的前列腺 MRI 多分类任务的患者级预测
Lizhi Shao;Zhenyu Liu;Ye Yan;Jiangang Liu;Xiongjun Ye;Haizhui Xia;Xuehua Zhu;Yuting Zhang;Zhiying Zhang;Huiying Chen;Wei He;Cheng Liu;Min Lu;Yi Huang;Kai Sun;Xuezhi Zhou;Guanyu Yang;Jian Lu;Jie Tian
原文链接：https://ieeexplore.ieee.org/document/9437952/
24. Direct Electrical Stimulation of the Human Brain Has Inverse Effects on the Theta and Gamma Neural Activities
人脑的直接电刺激对 Theta 和 Gamma 神经活动有相反的影响
Michał Lech;Brent M. Berry;Çağdaş Topçu;Vaclav Kremen;Petr Nejedly;Bradley Lega;Robert E. Gross;Michael R. Sperling;Barbara C. Jobst;Sameer A. Sheth;Kareem A. Zaghloul;Kathryn A. Davis;Gregory A. Worrell;Michal T. Kucewicz
原文链接：https://ieeexplore.ieee.org/document/9437700/
25. Modeling of Glioma Growth With Mass Effect by Longitudinal Magnetic Resonance Imaging
通过纵向磁共振成像模拟具有质量效应的胶质瘤生长
Birkan Tunç;David A. Hormuth II;George Biros;Thomas E. Yankeelov
原文链接：https://ieeexplore.ieee.org/document/9444797/
26. Mix Contrast for COVID-19 Mild-to-Critical Prediction
COVID-19 轻度至重度预测的混合对比
Yongbei Zhu;Shuo Wang;Siwen Wang;Qingxia Wu;Liusu Wang;Hongjun Li;Meiyun Wang;Meng Niu;Yunfei Zha;Jie Tian
原文链接：https://ieeexplore.ieee.org/document/9444871/
27. Robust Single-Probe Quantitative Ultrasonic Imaging System With a Target-Aware Deep Neural Network
具有目标感知深度神经网络的稳健单探头定量超声成像系统
Myeong-Gee Kim;Seokhwan Oh;Youngmin Kim;Hyuksool Kwon;Hyeon-Min Bae
原文链接：https://ieeexplore.ieee.org/document/9447929/
28. An Ellipsoidal Focused Ultrasound Transducer for Extend-Focus Photoacoustic Microscopy
用于扩展焦距光声显微镜的椭球聚焦超声换能器
Daocheng Zhang;Zhiyang Wang;Zhongwen Cheng;Wuyu Zhang;Fei Yang;Sihua Yang
原文链接：https://ieeexplore.ieee.org/document/9428517/
MIA 202112论文速递
1. Realistic image normalization for multi-Domain segmentation
Realistic image normalization for multi-Domain segmentation
Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002371
2. AIFNet: Automatic vascular function estimation for perfusion analysis using deep learning
AIFNet: Automatic vascular function estimation for perfusion analysis using deep learning
Ezequiel de la Rosa, Diana M. Sima, Bjoern Menze, Jan S. Kirschke, David Robben
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002565
3. COVID-19 lung infection segmentation with a novel two-stage cross-domain transfer learning framework
COVID-19 lung infection segmentation with a novel two-stage cross-domain transfer learning framework
Jiannan Liu, Bo Dong, Shuai Wang, Hui Cui, ... Geng Chen
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002504
4. Validation of 4D Flow based relative pressure maps in aortic flows
Validation of 4D Flow based relative pressure maps in aortic flows
David Nolte, Jesús Urbina, Julio Sotelo, Leo Sok, ... Cristóbal Bertoglio
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002401
5. A bi-atrial statistical shape model for large-scale in silico studies of human atria: Model development and application to ECG simulations
A bi-atrial statistical shape model for large-scale in silico studies of human atria: Model development and application to ECG simulations
Claudia Nagel, Steffen Schuler, Olaf Dössel, Axel Loewe
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002553
6. CycleGAN denoising of extreme low-dose cardiac CT using wavelet-assisted noise disentanglement
CycleGAN denoising of extreme low-dose cardiac CT using wavelet-assisted noise disentanglement
Jawook Gu, Tae Seong Yang, Jong Chul Ye, Dong Hyun Yang
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002541
7. S-CUDA: Self-cleansing unsupervised domain adaptation for medical image segmentation
S-CUDA: Self-cleansing unsupervised domain adaptation for medical image segmentation
Luyan Liu, Zhengdong Zhang, Shuai Li, Kai Ma, Yefeng Zheng
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002590
8. Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images
Comparison of domain adaptation techniques for white matter hyperintensity segmentation in brain MR images
Vaanathi Sundaresan, Giovanna Zamboni, Nicola K. Dinsdale, Peter M. Rothwell, ... Mark Jenkinson
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002607
9. Medical image segmentation automatic quality control: A multi-dimensional approach
Medical image segmentation automatic quality control: A multi-dimensional approach
Joris Fournel, Axel Bartoli, David Bendahan, Maxime Guye, ... Badih Ghattas
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002589
10. Automated eloquent cortex localization in brain tumor patients using multi-task graph neural networks
使用多任务图神经网络自动定位脑肿瘤患者的雄辩皮层
Naresh Nandakumar, Komal Manzoor, Shruti Agarwal, Jay J. Pillai, ... Archana Venkataraman
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002486
11. Spatio-temporal multi-task network cascade for accurate assessment of cardiac CT perfusion
用于准确评估心脏 CT 灌注的时空多任务网络级联
Jiaqi Chen, Pengfei Zhang, Huafeng Liu, Lei Xu, Heye Zhang
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002528
12. Normative ascent with local gaussians for unsupervised lesion detection
用于无监督病变检测的局部高斯规范上升
Xiaoran Chen, Nick Pawlowski, Ben Glocker, Ender Konukoglu
原文链接：https://www.sciencedirect.com/science/article/pii/S136184152100253X
13. Automatic annotation of cervical vertebrae in videofluoroscopy images via deep learning
基于深度学习的视频透视图像中颈椎的自动标注
Zhenwei Zhang, Shitong Mao, James Coyle, Ervin Sejdić
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002632
14. AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study
AIforCOVID：将 AI 应用于胸部 X 光片预测 COVID-19 患者的临床结果。意大利多中心研究
Paolo Soda, Natascha Claudia D’Amico, Jacopo Tessadori, Giovanni Valbusa, ... Sergio Papa
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002619
15. A CNN-based method to reconstruct 3-D spine surfaces from US images in vivo
一种基于 CNN 的方法，用于从体内超声图像重建 3-D 脊柱表面
Songyuan Tang, Xu Yang, Peer Shajudeen, Candice Sears, ... Raffaella Righetti
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002668
16. Recurrent inference machines as inverse problem solvers for MR relaxometry
递归推理机作为 MR 弛豫测量的逆问题求解器
E.R. Sabidussi, S. Klein, M.W.A. Caan, S. Bazrafkan, ... D.H.J. Poot
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002656
17. Decomposing normal and abnormal features of medical images for content-based image retrieval of glioma imaging
分解医学图像的正常和异常特征用于基于内容的神经胶质瘤成像图像检索
Kazuma Kobayashi, Ryuichiro Hataya, Yusuke Kurose, Mototaka Miyake, ... Ryuji Hamamoto
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002723
18. Anatomical-guided attention enhances unsupervised PET image denoising performance
解剖学引导的注意力增强了无监督的 PET 图像去噪性能
Yuya Onishi, Fumio Hashimoto, Kibo Ote, Hiroyuki Ohba, ... Yasuomi Ouchi
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002711
19. A deep-learning approach for direct whole-heart mesh reconstruction
一种用于直接全心网格重建的深度学习方法
Fanwei Kong, Nathan Wilson, Shawn Shadden
原文链接：https://www.sciencedirect.com/science/article/pii/S136184152100267X
20. Automatic multi-plaque tracking and segmentation in ultrasonic videos
超声视频中的自动多斑块跟踪和分割
Leyin Li, Zhaoyu Hu, Yunqian Huang, Wenqian Zhu, ... Jinhua Yu
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002462
21. Real-time medical phase recognition using long-term video understanding and progress gate method
使用长期视频理解和进度门方法的实时医学阶段识别
Yanyi Zhang, Ivan Marsic, Randall S. Burd
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002693
22. Using synthetic data generation to train a cardiac motion tag tracking neural network
使用合成数据生成训练心脏运动标签跟踪神经网络
Michael Loecher, Luigi E. Perotti, Daniel B. Ennis
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002681
23. Shape registration with learned deformations for 3D shape reconstruction from sparse and incomplete point clouds
具有学习变形的形状配准，用于从稀疏和不完整点云重建 3D 形状
Xiang Chen, Nishant Ravikumar, Yan Xia, Rahman Attar, ... Alejandro F Frangi
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002735
24. Full cardiac cycle asynchronous temporal compounding of 3D echocardiography images
3D 超声心动图图像的完整心动周期异步时间复合
Wei Xuan Chan, Yu Zheng, Hadi Wiputra, Hwa Liang Leo, Choon Hwai Yap
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002747
25. Public Covid-19 X-ray datasets and their impact on model bias – A systematic review of a significant problem
公共 Covid-19 X 射线数据集及其对模型偏差的影响——对一个重大问题的系统回顾
Beatriz Garcia Santa Cruz, Matías Nicolás Bossa, Jan Sölter, Andreas Dominik Husch
原文链接：https://www.sciencedirect.com/science/article/pii/S136184152100270X
26. Real-time multimodal image registration with partial intraoperative point-set data
使用部分术中点集数据进行实时多模态图像配准
Zachary M C Baum, Yipeng Hu, Dean C Barratt
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002760
27. Magnetic Resonance Elastography Reconstruction for Anisotropic Tissues
各向异性组织的磁共振弹性成像重建
Behzad Babaei, Daniel Fovargue, Robert A. Lloyd, Renee Miller, ... Lynne E. Bilston
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002577
28. Cobiveco: Consistent biventricular coordinates for precise and intuitive description of position in the heart – with MATLAB implementation
Cobiveco：一致的双心室坐标，可精确直观地描述心脏位置——使用 MATLAB 实现
Steffen Schuler, Nicolas Pilia, Danila Potyagaylo, Axel Loewe
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002929
29. Auto-weighted centralised multi-task learning via integrating functional and structural connectivity for subjective cognitive decline diagnosis
通过整合功能和结构连接的自动加权集中式多任务学习，用于主观认知衰退诊断
Baiying Lei, Nina Cheng, Alejandro F. Frangi, Yichen Wei, ... Zhiguo Zhang
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002930
30. Probabilistic 4D predictive model from in-room surrogates using conditional generative networks for image-guided radiotherapy
使用条件生成网络进行图像引导放射治疗的来自室内替代物的概率 4D 预测模型
Liset Vázquez Romaguera, Tal Mezheritsky, Rihab Mansour, Jean-François Carrier, Samuel Kadoury
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002954
31. BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis
BrainGNN：用于 fMRI 分析的可解释脑图神经网络
Xiaoxiao Li, Yuan Zhou, Nicha Dvornek, Muhan Zhang, ... James S. Duncan
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002784
32. NENet: Nested EfficientNet and adversarial learning for joint optic disc and cup segmentation
NENet：用于联合视盘和视杯分割的嵌套 EfficientNet 和对抗性学习
Samiksha Pachade, Prasanna Porwal, Manesh Kokare, Luca Giancardo, Fabrice Mériaudeau
原文链接：https://www.sciencedirect.com/science/article/pii/S136184152100298X
33. A multiparametric volumetric quantitative ultrasound imaging technique for soft tissue characterization
用于软组织表征的多参数体积定量超声成像技术
Farah Deeba, Caitlin Schneider, Shahed Mohammed, Mohammad Honarvar, ... Robert Rohling
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002905
34. Anchor-guided online meta adaptation for fast one-Shot instrument segmentation from robotic surgical videos
锚引导的在线元适应，用于从机器人手术视频中快速进行一次性器械分割
Zixu Zhao, Yueming Jin, Junming Chen, Bo Lu, ... Pheng-Ann Heng
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521002851
35. dStripe: Slice artefact correction in diffusion MRI via constrained neural network
dStripe：通过约束神经网络在扩散 MRI 中进行切片伪影校正
Maximilian Pietsch, Daan Christiaens, Joseph V Hajnal, J-Donald Tournier
原文链接：https://www.sciencedirect.com/science/article/pii/S1361841521003005