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Medical Imaging and Analysis

TopicLeading institutions, researchers & key papers

This cluster of papers focuses on the automated segmentation, detection, and identification of vertebrae in medical imaging data, particularly CT and MRI scans of the spine. The research involves the development and application of deep learning and computer-aided diagnosis techniques for precise and efficient analysis of spinal structures.

126
Works

How has Medical Imaging and Analysis's publication output changed over time?

ScholarIQpublication output · 1988–2024

Output grew200% over the shown period — from 1 works in 1988 to 3 in 2024.

1
1
1
1
1
2
2
1
2
3
1988200220152016201820202021202220232024

What are the most-cited papers on Medical Imaging and Analysis?

ScholarIQmost cited works
Validation of medical image processing in image-guided therapy
Pierre Jannin, J. Michael Fitzpatrick, D.J. Hawkes, Xavier Pennec, R. Shahidl, Michael W. Vannier
S58069681. 2002179 CitationsOPEN ACCESS
Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning
Chen-I Hsieh, Kang Zheng, Chi‐Hung Lin, Ling Mei, Le Lü, Weijian Li, Fang‐Ping Chen, Yirui Wang, Xiao-Yun Zhou, Fakai Wang, Guotong Xie, Jing Xiao, Shun Miao, Chang‐Fu Kuo
Nature Communications. 2021173 CitationsOPEN ACCESS
A multi-center milestone study of clinical vertebral CT segmentation
Jianhua Yao, Joseph E. Burns, Daniel Forsberg, Alexander Seitel, Abtin Rasoulian, Purang Abolmaesumi, Kerstin Hammernik, Martin Urschler, Bulat Ibragimov, Robert Korez, Tomaž Vrtovec, Isaac Castro-Mateos, José M. Pozo, Alejandro F. Frangi, Ronald M. Summers, Shuo Li
S198823948. 2016137 CitationsOPEN ACCESS
Opportunistic osteoporosis screening in multi-detector CT images using deep convolutional neural networks
Yijie Fang, Wei Li, Xiaojun Chen, Keming Chen, Kang Han, Pengxin Yu, Rongguo Zhang, Jianwei Liao, Guobin Hong, Shaolin Li
European Radiology. 2020134 Citations

Where is Medical Imaging and Analysis research published, and who funds it?

ScholarIQvenues & funding sources

TOP JOURNALS

TOP FUNDERS

National Science Foundation
NIH
Wellcome Trust
European Research Council
Funder breakdown is a member featureSign up free to unlock

How much of the research on Medical Imaging and Analysis is open access?

ScholarIQopen access share
60%OPEN ACCESS
Gold
27%
Green
27%
Hybrid
7%
Bronze
0%
Closed
40%

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