镜像自地址
https://github.com/qianlinyi/hhu-medical-image-group.git
已同步 2025-12-06 06:36:48 +00:00
8.0 KiB
8.0 KiB
医学图像 SCI期刊&顶会&比赛 汇总：
| Title | Impact factor |
|---|---|
| Brain | 10.870 |
| Journal of Neuroscience | 7.869 |
| Cerebral Cortex | 7.463 |
| Neuroimage | 7.063 Technical Note |
| Human Brain Mapping | 7.032 |
| Bioinformatics | 6.911 Application Note |
| Cortex | 5.042 |
| Medical Image Analysis | 4.662 |
| IEEE Transactions on Medical Imaging | 4.268 |
| PLoS ONE | 4.244 |
| IEEE Transactions on Image Processing | 4.017 |
| Neuroinformatics | 3.582 |
| BMC Bioinformatics | 3.510 Software |
| Neuroscience | 3.389 |
| Pattern Recognition | 3.219 |
| Medical Physics | 3.138 |
| Journal of Magnetic Resonance Imaging | 3.083 |
| Physics in Medicine and Biology | 2.920 |
| Magnetic Resonance Imaging | 2.286 |
| IEEE Transactions on Biomedical Engineering | 2.525 |
| Journal of Neuroscience Methods | 2.484 |
| IEEE Transactions on Information Technology in Biomedicine | 2.327 |
| Neuroscience Letters | 2.146 |
| Computerized Medical Imaging and Graphics | 1.954 |
| NeuroReport | 1.878 |
| Signal Processing | 1.745 |
| Computer methods and programs in biomedicine | 1.589 |
| Journal of Digital Imaging | 1.209 |
| Cognitive Computation | 1.137 |
| Journal of Real-Time Image Processing | 1.060 |
| Computational and Mathematical Methods in Medicine | 0.791 |
SCI Journals for Medical Image Processing
IEEE Transactions 系列的杂志影响因子不是最高的，但是质量很高，在业内的影响力非常大。
Others: http://www.papamarkos.gr/index/category/57/
一区
| 期刊名 | 备注 |
|---|---|
| International Journal of Computer Vision | IJCV（偏理论） |
| IEEE Transactions on Pattern Analysis and Machine Intelligence | PAMI（偏应用） |
| IEEE Transactions on Image Processing | TIP |
| IEEE transactions on Signal Processing | TSP |
| IEEE transactions on Medical Imaging | |
| IEEE transactions on Biomedical Engineering | |
| Journal of Machine Learning Research | 理论 |
| Physics in Medicine and Biology | |
| IEEE Transactions on Information Technology in Biomedicine | |
| European Radiology | |
| Applied Soft Computing | 直接拒稿较少、周期长 |
| Information Fusion | 编辑认真 |
| Information Sciences | 语言要求极高/很慢/期刊不错 |
| Computer Graphics Forum | |
| Image and Vision Computing | Q1/Q2 |
| Neuroinformatics | Q1/Q2 |
| PloS ONE | |
| Neural Networks | |
| IEEE Transactions on Cybernetics | |
| IEEE transactions on neural networks | |
| Pattern Recognition |
二区
| 期刊名 | 备注 |
|---|---|
| Applied Soft Computing | |
| Expert systems with application | |
| IEEE Transactions on Multimedia | |
| IEEE Transactions on Circuits and Systems for Video Technology | |
| Computer Vision and Image Understanding | |
| IEEE Transactions on Biomedical Engineering | |
| IEEE Transactions on Systems Man and Cybernetics Part B- Cybernetics | |
| IEEE Transactions on Information Theory | |
| Journal of Machine Learning Research | |
| Neurocomputing | |
| Physics in Medicine and Biology | |
| IEEE Journal of Biomedical and Health Informatics | Q2/Q3 |
| Pattern Recognition Letters | 慢 |
| Artificial Intelligence in Medicine | |
| International Journal of Imaging Systems and Technology | Q2/Q3 |
| Machine Vision and Applications | 慢/范围较广Q2/Q3 |
| Acta Radiologica | covers all aspects of radiology, from clinical radiology to experimental work |
| Computerized Medical Imaging and Graphics |
三区
| 期刊名 | 备注 |
|---|---|
| International Journal of Computer Assisted Radiology and Surgery | |
| BioMedical Engineering OnLine | |
| Soft Computing | 慢 |
| Machine Vision and Applications | |
| IEEE Computer Graphics and Applications | |
| Signal Processing-Image Communication | |
| Signal Processing | |
| Journal of Visual Communication and Image Representation | |
| Image and Vision Computing | |
| IET Computer Vision | |
| IET Image Processing | |
| IET Signal Processing | |
| IEEE Computer Graphics and Applications | |
| COMPUTERIZED MEDICAL IMAGING AND GRAPHICS |
四区
| 期刊名 | 备注 |
|---|---|
| OPTIK | 好中 |
| International Journal of Computational Intelligence Systems | |
| IEEE Signal Processing Letters | |
| Optical Engineering | |
| Biomedical Signal Processing and Control | |
| Computer Methods and Programs in Biomedicine | |
| Signal Image and Video Processing | |
| Journal of Electronic Imaging | |
| Journal of Mathematical Imaging and Vision | |
| Journal of Biomedical Science | |
| International Journal of Pattern Recognition and Artificial Intelligence | 超慢 |
| Journal of Medical and Biological Engineering | |
| Signal Processing | |
| Machine Vision and Applications | |
| Journal of Electronic Imaging | 入门用 |
| IRBM | |
| International Journal of Pattern Recognition and Artificial Intelligence | 慢 |
| Journal of Digital Imaging | |
| Bio-Medical Materials and Engineering | |
| JOURNAL OF INTERNATIONAL MEDICAL RESEARCH |
European Journal of Radiology
Computer Methods and Programs in Biomedicine
Australasian Physical & Engineering Sciences in Medicine
Peptides
Mol Divers
IFAC Journal of Systems & Control
| 期刊名 | 分级 | 介绍 |
|---|---|---|
| IEEE transactions on Medical Imaging | CCF-B | 医学图像处理领域最受大家认可的期刊 |
| Medical Image Analysis | CCF-C | 老牌医学图像处理期刊，偏重于医学领域内的知识多一些 |
| IEEE Journal of Biomedical and Health Informatics | CCF-C |
会议
医学图像领域的相关：（小硕主要关注的是会议） MICCAI ISBI SPIE ICPR ICIP （以上这些应用做的好，都有可能中） CVPR ICCV ECCV 则是要普适性的方法方面的创新了，难度很大，含金量很高
（一）最好级别会议
- MICCAI——Medical Image Computing and Computer-assisted Intervention 被SCI收录，声誉相当好，接受论文较多，长文超过100篇，短文超过100篇，短文不被SCI收录。
- IPMI——Information Processing in Medical Imaging 医学图像分析领域非常有影响且受尊重的会议，属于workshop，许多最新成果在这里报告，Springer接受论文少，约40篇
- CVPR——Computer Vision and Pattern Recognition CV中两个级别最高的会议之一，有一个专题为Medical Image Analysis，被EI收录，但不好投
- ICCV——IEEE International Conf. on Computer Vision CV最高级别会议之一
（二）一般会议
- Medical Imaging——SPIE举办的系列会议，七个SPIE会议相对容易，EI收录慢，论文10个月才出版
- CARS——Computer Aided Radiology and Surgy 分不同主题会议
- ISBI
顶会
MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention （每年一届）
IPMI: Information Processing in Medical Imaging (两年一届)
比赛
Grand Challenges in Biomedical Image Analysis (经常上新不同的挑战赛)
综述
图片语义分割深度学习算法要点回顾
222201902-Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions