IEEE Transactions on Medical Imaging
Institute of Electrical and Electronics Engineers · US · ISSN 02780062
SJR Q1
动向摘要
Output rose sharply while citation impact dropped significantly
Output grew sharply while citation impact fell. Authors should consider whether the journal's growing output aligns with their goals for visibility and impact. Field-weighted citation impact moved from 7.25 to 3.10. Papers published here may attract fewer citations than in the past, which could affect career metrics. Medical Image Segmentation Techniques rose from 3.5% to 10.7% of what the journal runs. Research in medical image segmentation is now a strong fit for submission. Recent titles increasingly carry segmentation · mamba-based · prompt · cbct · image. Papers using terms like 'prompt' or 'mamba-based' may be more likely to be noticed in current issues.
引用指标
SJR 分区
Q1
SJR 分值
2.50
篇均被引 (2年)
12.19
h-index
324
基于 Scopus 与 OpenAlex 引用图谱。本站不提供 Clarivate 的 JCR 影响因子。
发文量与被引表现
发文量增长时被引表现是否同步。
论文数学科归一化被引
2018
336
7.25
2019
357
4.88
2020
388
5.07
2021
357
4.22
2022
361
4.86
2023
335
4.78
2024
401
4.37
2025
423
3.10
主题变化
对比近 24 个月（2024-08 – 2026-07）与此前 24 个月（2022-08 – 2024-07）的占比。
上升
- Medical Image Segmentation Techniques3.5%→10.7%+7.2%p此前近期
- Brain Tumor Detection and Classification0.0%→7.0%+7.0%p此前近期
- Multimodal Machine Learning Applications0.0%→2.8%+2.8%p此前近期
- Image Retrieval and Classification Techniques0.0%→2.6%+2.6%p此前近期
- Topic Modeling0.0%→2.1%+2.1%p此前近期
下降
- Ultrasound Imaging and Elastography4.3%→0.0%−4.3%p此前近期
- COVID-19 diagnosis using AI4.1%→0.0%−4.1%p此前近期
- Advanced Neural Network Applications7.7%→4.5%−3.2%p此前近期
- Privacy-Preserving Technologies in Data2.4%→0.0%−2.4%p此前近期
- Surgical Simulation and Training2.2%→0.0%−2.2%p此前近期
近期高频术语
近期论文标题中相较以往显著增加的表述。
segmentationmamba-basedpromptcbctimagecyclegan
作者国家构成
将近 24 个月（2024-08 – 2026-07）与此前 24 个月（2022-08 – 2024-07）并列显示。
- CN45.2%→48.8%+3.6%p此前近期
- US22.8%→19.8%−3.0%p此前近期
- HK8.7%→10.8%+2.1%p此前近期
- GB8.8%→7.3%−1.5%p此前近期
- AU2.9%→3.8%+0.9%p此前近期
- DE4.8%→3.7%−1.1%p此前近期
机构发文 Top 5
2018 – 2026 期间在该期刊发表论文的前 5 家机构。
近期发表论文
20按发表日期最新的 20 篇，并非全部。
1
2
3
论文2026
Anatomy-Guided Self-Supervised Distillation Learning for Medical Image AnalysisHuihui Yu, Qun Dai
Computer Vision and Pattern RecognitionComputer Science
4
5
论文2026
Distillation-SAM: Knowledge Distillation-Based Auto-Prompt Embedding Learning for Surgical Image SegmentationJiyang Tang, Hu Han, Shiguang Shan, Xilin Chen
Computer Vision and Pattern RecognitionComputer Science
6
论文2026
Text-Image Co-Alignment for Weakly Supervised Polyp SegmentationWenhui Huang, Zhen Pan, Xiaoyan Wang, Yedi Zhang, Jingzhen He, J. Bernard L. Gee, Yuanjie Zheng
Computer Vision and Pattern RecognitionComputer Science
7
论文2026
DeepSparse: A Foundation Model for Sparse-View CBCT ReconstructionYiqun Lin, Jixiang Chen, Hualiang Wang, Jiewen Yang, Jiarong Guo, Yi Zhang, Xiaomeng Li
Computer Vision and Pattern RecognitionComputer Science
8
论文2026
Keypoint-Guided Medical Video Segmentation Model With Spatiotemporal Feature FusionMinghao Wang, Shaoyi Du, Huanhuan Huo, Jue Jiang, Dong Zhang, Hongcheng Han, Shengdi Hou, Juan Wang
Computer Vision and Pattern RecognitionComputer Science
9
论文2026
Learning Fourier-Constrained Diffusion Bridges for MRI ReconstructionM. Usama Mirza, Onat Dalmaz, Hasan A. Bedel, Gokberk Elmas, Yılmaz Korkmaz, Alper Güngör, Salman UH Dar, Kader K. Oguz, Tolga Çukur
OAComputer Vision and Pattern RecognitionComputer Science
10
论文2026
Unified and Semantically Grounded Domain Adaptation for Medical Image SegmentationXin Wang, Yin Guo, Jiamin Xia, Kaiyu Zhang, Niranjan Balu, Mahmud Mossa-Basha, Linda G. Shapiro, Chun Yuan
Artificial IntelligenceComputer Science
11
论文2026
uBrainSurf: Unified Curvature-Aware Deformation Framework for Lifespan Brain Cortical Surface ReconstructionLin Teng, Shen Zhao, Jiadong Zhang, Feng Shi, Dinggang Shen
Computational MechanicsEngineering
12
论文2026
Hierarchy-Aware and Knowledge-Guided Learning for Multi-Label Classification of Retinal Diseases From Fundus ImagesZhaocan Yang, Yan Li, Yang Liu
Radiology, Nuclear Medicine and ImagingMedicine
13
预印本2026
Self-Supervised Monocular Depth and Pose Estimation for Endoscopy With Latent PriorsZiang Xu, Bin Li, Yang Hu, Chenyu Zhang, James E. East, Sharib Ali, Jens Rittscher
OAOncologyMedicine
14
论文2026
Discovery of Peripheral Airway Beyond Incomplete CT Annotations for Navigational BronchoscopyS. Lee, Minkyung Seo, Jiye Kim, K. Lee, Eon-Seung Seong, DongEon Lee, Dohyung Kim, YeonJoo Jeong, HeeYun Seol, MinWoo Kim
Pulmonary and Respiratory MedicineMedicine
15
论文2026
Spatio-Temporal Characterization of Gastric Distensibility in Upper Endoscopy Identifies the Presence of <i>Helicobacter pylori</i>Josué André Ruano-Balseca, Diego Bravo, Diana Giraldo, Martín Gómez, Francisco Gonzalez, Eduardo Romero
GastroenterologyMedicine
16
论文2026
Modality-Agnostic Federated Learning With Adaptive Updates for Heterogeneous Medical Image TasksWenwen Zhang, Zhenyu Tang, Hao Zhang, Shaohao Rui, Z. Jane Wang, Xing Wang
Artificial IntelligenceComputer Science
17
论文2026
Phase-Lag-Based MPS/MPI Dual-Mode Precise In Vivo Temperature Imaging TechniqueSiao Lei, Wenxuan Zou, Yanjun Liu, Guanghui Li, Gen Shi, Jiaqian Li, Jie He, Guangxing Zhou, Jing Yang, Yu Yuan An, Jie Tian
Biomedical EngineeringEngineering
18
论文2026
Computed Quantitative Planar Imaging for Targeted Alpha Therapy: Model-Based Sparse Reconstruction Validated With a Novel <sup>225</sup> Ac Epoxy PhantomC. Ross Schmidtlein, Jin Ren, Andrzej Król, Howard C. Gifford, Joseph A. O’Donoghue, Lisa Bodei, Yuesheng Xu
Pulmonary and Respiratory MedicineMedicine
19
论文2026
Disentangled Multi-Modal Learning of Histology and Transcriptomics for Cancer CharacterizationYupei Zhang, Xiaofei Wang, A. M. M. Liu, Lequan Yu, Chao Li
Molecular BiologyBiochemistry, Genetics and Molecular Biology
20
论文2026
Preoperative Prediction of Esophageal Cancer Survival in CT via Tumor and Lymph Node Context and Geometry ModelingXuan Gong, Jiaqi Li, Yirui Wang, Haoshen Li, Jiawen Yao, Lianzhen Zhong, Dazhou Guo, Ke Yan, David Doermann, Le Lu, Feiran Jiao, Tsung-Ying Ho, Ling Zhang, Abudili Abuduxuku, Haifeng Wang, Xianghua Ye, Dakai Jin, Qifeng Wang
SurgeryMedicine
高被引论文
202018 – 2026 期间被引最高的 20 篇。
1
论文被引数 4,1202019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image SegmentationZongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh, Jianming Liang
OAComputer Vision and Pattern RecognitionComputer Science
2
论文被引数 2,4552018
H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation From CT VolumesXiaomeng Li, Hao Chen, Xiaojuan Qi, Qi Dou, Chi‐Wing Fu, Pheng‐Ann Heng
Computer Vision and Pattern RecognitionComputer Science
3
论文被引数 2,2562018
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?Olivier Bernard, Alain Lalande, Clément Zotti, Frederick Cervenansky, Xin Yang, Pheng‐Ann Heng, Irem Cetin, Karim Lekadir, Óscar Cámara, Miguel Á. González Ballester, Gerard Sanromà, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Varghese Alex Kollerathu, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul F. Jäger, Klaus Maier‐Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Išgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre‐Marc Jodoin
OARadiology, Nuclear Medicine and ImagingMedicine
4
论文被引数 2,1342019
CE-Net: Context Encoder Network for 2D Medical Image SegmentationZaiwang Gu*, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, Jiang Liu
OARadiology, Nuclear Medicine and ImagingMedicine
5
论文被引数 2,0222019
VoxelMorph: A Learning Framework for Deformable Medical Image RegistrationGuha Balakrishnan, Amy Zhao, Mert R. Sabuncu, John Guttag, Adrian V. Dalca
OAComputer Vision and Pattern RecognitionComputer Science
6
论文被引数 1,6192018
Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual LossQingsong Yang, Pingkun Yan, Yanbo Zhang, Hengyong Yu, Yongyi Shi, Xuanqin Mou, Mannudeep K. Kalra, Yi Zhang, Ling Sun, Ge Wang
OARadiology, Nuclear Medicine and ImagingMedicine
7
论文被引数 1,1992020
Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT ImagesDeng-Ping Fan*, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao
Radiology, Nuclear Medicine and ImagingMedicine
8
论文被引数 1,0062018
MoDL: Model-Based Deep Learning Architecture for Inverse ProblemsHemant K. Aggarwal, Merry P. Mani, Mathews Jacob
OAComputational MechanicsEngineering
9
论文被引数 8642018
Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine TuningGuotai Wang, Wenqi Li, María A. Zuluaga, Rosalind Pratt, Premal A. Patel, Michaël Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
OAComputer Vision and Pattern RecognitionComputer Science
10
论文被引数 8042018
Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar TransformationHuazhu Fu*, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao
OARadiology, Nuclear Medicine and ImagingMedicine
11
论文被引数 7082018
Learned Primal-Dual ReconstructionJonas Adler, Ozan Oktem
OARadiology, Nuclear Medicine and ImagingMedicine
12
论文被引数 6982018
Automatic Multi-Organ Segmentation on Abdominal CT With Dense V-NetworksEli Gibson*, Francesco Giganti, Yipeng Hu, Ester Bonmati, Steve Bandula, Kurinchi Selvan Gurusamy, Brian R Davidson, Stephen P. Pereira, Matthew J. Clarkson, Dean C. Barratt
Radiology, Nuclear Medicine and ImagingMedicine
13
论文被引数 6902018
Segmentation of Nuclei in Histopathology Images by Deep Regression of the Distance MapPeter Naylor, Marick Laé, Fabien Reyal, Thomas Walter
Artificial IntelligenceComputer Science
14
论文被引数 6862020
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image SegmentationRan Gu, Guotai Wang, Tao Song, Rui Huang, Michael Aertsen, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Shaoting Zhang
OAPediatrics, Perinatology and Child HealthMedicine
15
paratext被引数 6672025
IEEE Transactions on Medical ImagingRadiology, Nuclear Medicine and ImagingMedicine
16
论文被引数 6622020
CPFNet: Context Pyramid Fusion Network for Medical Image SegmentationShuanglang Feng, Heming Zhao, Fei Shi, Xuena Cheng, Meng Wang, Yuhui Ma, Dehui Xiang, Weifang Zhu, Xinjian Chen
Computer Vision and Pattern RecognitionComputer Science
17
论文被引数 6572019
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D EchocardiographySarah Leclerc*, Erik Smistad, Joao Pedrosa, Andreas Ostvik, Frederic Cervenansky, Florian Espinosa, Torvald Espeland, Erik Andreas Rye Berg, Pierre-Marc Jodoin, Thomas Grenier, Carole Lartizien, Jan Dhooge, Lasse Lovstakken, Olivier Bernard
OACardiology and Cardiovascular MedicineMedicine
18
论文被引数 6552019
Deep Neural Networks Improve Radiologists’ Performance in Breast Cancer ScreeningNan Wu*, Jason Phang, Jungkyu Park, Yiqiu Shen, Zhe Huang, Masha Zorin, Stanisław Jastrzȩbski, Thibault Févry, Joe Katsnelson, Eric Kim, Stacey Wolfson, Ujas Parikh, Sushma Gaddam, Leng Leng Young Lin, Kara Ho, Joshua D. Weinstein, Beatriu Reig, Yiming Gao, Hildegard Toth, Kristine Pysarenko, Alana A. Lewin, Jiyon Lee, Krystal Airola, Eralda Mema, Stephanie Chung, Esther Hwang, Naziya Samreen, Sungheon Kim, Laura Heacock, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras
OAArtificial IntelligenceComputer Science
19
论文被引数 6492020
A Weakly-Supervised Framework for COVID-19 Classification and Lesion Localization From Chest CTXinggang Wang*, Xianbo Deng, Qing Fu, Qiang Zhou, Jiapei Feng, Hui Ma, Wenyu Liu, Chuansheng Zheng
Radiology, Nuclear Medicine and ImagingMedicine
20
论文被引数 6422018
Compressed Sensing MRI Reconstruction Using a Generative Adversarial Network With a Cyclic LossTran Minh Quan, Thanh Nguyen-Duc, Won‐Ki Jeong
OARadiology, Nuclear Medicine and ImagingMedicine
数据截至 2026-08-26