James C. Gee

54.0k total citations · 9 hit papers
370 papers, 33.1k citations indexed

About

James C. Gee is a scholar working on Radiology, Nuclear Medicine and Imaging, Computer Vision and Pattern Recognition and Cognitive Neuroscience. According to data from OpenAlex, James C. Gee has authored 370 papers receiving a total of 33.1k indexed citations (citations by other indexed papers that have themselves been cited), including 172 papers in Radiology, Nuclear Medicine and Imaging, 120 papers in Computer Vision and Pattern Recognition and 74 papers in Cognitive Neuroscience. Recurrent topics in James C. Gee's work include Medical Image Segmentation Techniques (99 papers), Advanced Neuroimaging Techniques and Applications (90 papers) and Functional Brain Connectivity Studies (51 papers). James C. Gee is often cited by papers focused on Medical Image Segmentation Techniques (99 papers), Advanced Neuroimaging Techniques and Applications (90 papers) and Functional Brain Connectivity Studies (51 papers). James C. Gee collaborates with scholars based in United States, China and United Kingdom. James C. Gee's co-authors include Brian Avants, Paul A. Yushkevich, Nicholas J. Tustison, Philip A. Cook, Guido Gerig, Sean Ho, Joseph Piven, Rachel G. Smith, Heather C. Hazlett and Charles L. Epstein and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Circulation and Nature Communications.

In The Last Decade

James C. Gee

360 papers receiving 32.5k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability

2006 6.4k citations Paul A. Yushkevich, Joseph Piven et al. NeuroImage profile →
N4ITK: Improved N3 Bias Correction

2010 3.8k citations Nicholas J. Tustison, Brian Avants et al. profile →
Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain

2007 3.6k citations Brian Avants, Charles L. Epstein et al. Medical Image Analysis profile →
A reproducible evaluation of ANTs similarity metric performance in brain image registration

2010 3.1k citations Brian Avants, Nicholas J. Tustison et al. NeuroImage profile →
Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration

2009 1.7k citations Brian Avants, James C. Gee et al. NeuroImage profile →
Large-scale evaluation of ANTs and FreeSurfer cortical thickness measurements

2014 465 citations Nicholas J. Tustison, Jeffrey Duda et al. NeuroImage profile →
The Insight ToolKit image registration framework

2014 426 citations Brian Avants, Nicholas J. Tustison et al. profile →
An Open Source Multivariate Framework for n-Tissue Segmentation with Evaluation on Public Data

2011 413 citations Brian Avants, Nicholas J. Tustison et al. profile →
Social Linguistics and Literacies

2015 313 citations James C. Gee profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
James C. Gee United States	64	14.3k	9.3k	5.3k	3.1k	3.1k	370	33.1k
Ron Kikinis United States	86	14.6k 1.0×	7.3k 0.8×	6.6k 1.2×	3.3k 1.1×	4.8k 1.5×	377	35.7k
D. Louis Collins Canada	85	13.8k 1.0×	12.1k 1.3×	7.3k 1.4×	2.5k 0.8×	5.3k 1.7×	515	37.2k
Brian Avants United States	56	9.6k 0.7×	7.9k 0.9×	3.7k 0.7×	2.2k 0.7×	2.7k 0.9×	157	22.4k
Sébastien Ourselin United Kingdom	76	10.2k 0.7×	3.7k 0.4×	5.1k 1.0×	1.7k 0.5×	4.1k 1.3×	812	26.7k
Christos Davatzikos United States	95	12.7k 0.9×	10.9k 1.2×	7.8k 1.5×	1.7k 0.6×	7.1k 2.3×	644	34.2k
Guido Gerig United States	69	9.0k 0.6×	5.3k 0.6×	5.8k 1.1×	3.5k 1.1×	1.7k 0.5×	282	23.4k
John C. Gore United States	115	21.0k 1.5×	25.5k 2.8×	4.6k 0.9×	1.8k 0.6×	4.5k 1.4×	839	57.6k
Michael I. Miller United States	78	10.3k 0.7×	7.3k 0.8×	5.7k 1.1×	1.9k 0.6×	3.7k 1.2×	383	24.0k
Ferenc A. Jólesz United States	119	21.0k 1.5×	7.3k 0.8×	4.4k 0.8×	3.4k 1.1×	4.7k 1.5×	459	44.8k
Daniel Rueckert United Kingdom	88	20.2k 1.4×	6.6k 0.7×	16.2k 3.0×	5.3k 1.7×	3.7k 1.2×	591	44.6k

Countries citing papers authored by James C. Gee

Since Specialization

Citations

This map shows the geographic impact of James C. Gee's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by James C. Gee with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites James C. Gee more than expected).

Fields of papers citing papers by James C. Gee

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by James C. Gee. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by James C. Gee. The network helps show where James C. Gee may publish in the future.

Co-authorship network of co-authors of James C. Gee

This figure shows the co-authorship network connecting the top 25 collaborators of James C. Gee. A scholar is included among the top collaborators of James C. Gee based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with James C. Gee. James C. Gee is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Duda, Jeffrey, Ameena Elahi, Arijitt Borthakur, et al.. (2025). Automated Integration of AI Results into Radiology Reports Using Common Data Elements. Journal of Imaging Informatics in Medicine. 38(5). 2623–2629. 1 indexed citations

Zhao, Bingxin, Hamed Tavolinejad, Jeffrey Duda, et al.. (2025). Early Vascular Aging Determined by 3-Dimensional Aortic Geometry: Genetic Determinants and Clinical Consequences. Circulation. 152(11). 748–761. 2 indexed citations

Sagreiya, Hersh, Neil Chatterjee, Matthew T. MacLean, et al.. (2024). Strategies for Implementing Machine Learning Algorithms in the Clinical Practice of Radiology. Radiology. 310(1). e223170–e223170. 15 indexed citations

MacLean, Matthew T., Anurag Verma, Jeffrey Duda, et al.. (2023). SynthA1c: Towards Clinically Interpretable Patient Representations for Diabetes Risk Stratification. Lecture notes in computer science. 14277. 46–57. 2 indexed citations

Rudie, Jeffrey D., Jeffrey Duda, Michael Tran Duong, et al.. (2021). Brain MRI Deep Learning and Bayesian Inference System Augments Radiology Resident Performance. Journal of Digital Imaging. 34(4). 1049–1058. 11 indexed citations

Xin, Yi, Maurizio Cereda, Hooman Hamedani, et al.. (2020). Positional Therapy and Regional Pulmonary Ventilation. Anesthesiology. 133(5). 1093–1105. 6 indexed citations

Gee, James C.. (2019). A Systems Theory of Multimodality. 6–22. 1 indexed citations

Duong, Michael Tran, Jeffrey D. Rudie, Jiancong Wang, et al.. (2019). Convolutional Neural Network for Automated FLAIR Lesion Segmentation on Clinical Brain MR Imaging. American Journal of Neuroradiology. 40(8). 1282–1290. 56 indexed citations

Xin, Yi, Maurizio Cereda, Hooman Hamedani, et al.. (2018). Unstable Inflation Causing Injury. Insight from Prone Position and Paired Computed Tomography Scans. American Journal of Respiratory and Critical Care Medicine. 198(2). 197–207. 22 indexed citations

10.

Tustison, Nicholas J., Brian Avants, Zixuan Lin, et al.. (2018). Convolutional Neural Networks with Template-Based Data Augmentation for Functional Lung Image Quantification. Academic Radiology. 26(3). 412–423. 40 indexed citations

11.

Jiang, Yanyun, Yuanjie Zheng, Sujuan Hou, Yuchou Chang, & James C. Gee. (2017). Multimodal Image Alignment via Linear Mapping between Feature Modalities. Journal of Healthcare Engineering. 2017. 1–6. 13 indexed citations

12.

Zheng, Yuanjie, et al.. (2016). Automated Quantification of Morphologic Features and Vasculature of Choroid on Enhanced Depth Imaging Optical Coherence Tomography (EDI-OCT). Investigative Ophthalmology & Visual Science. 57(12). 4652–4652. 1 indexed citations

13.

Datta, Ritobrato, Jong-Ho Lee, Jeffrey Duda, et al.. (2012). A Digital Atlas of the Dog Brain. PLoS ONE. 7(12). e52140–e52140. 69 indexed citations

14.

Leporé, Natasha, Caroline Brun, Maxime Descoteaux, et al.. (2010). Multivariate group-wise genetic analysis of white matter integrity using orientation distribution functions. Molecular Carcinogenesis. 7(3). 157–64. 1 indexed citations

15.

Avants, Brian, Charles L. Epstein, M GROSSMAN, & James C. Gee. (2007). Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain. Medical Image Analysis. 12(1). 26–41. 3551 indexed citations breakdown →

16.

Kiryu, Shigeru, Shigeto Kubo, Kuni Ohtomo, et al.. (2007). MRI assessment of lung parenchymal motion in normal mice and transgenic mice with sickle cell disease. Journal of Magnetic Resonance Imaging. 27(1). 49–56. 13 indexed citations

17.

Yushkevich, Paul A., Joseph Piven, Heather C. Hazlett, et al.. (2006). User-guided 3D active contour segmentation of anatomical structures: Significantly improved efficiency and reliability. NeuroImage. 31(3). 1116–1128. 6375 indexed citations breakdown →

18.

Ramaswami, Suneeta, et al.. (2003). A New Algorithm for Generating Quadrilateral Meshes and its Application to FE-Based Image Registration.. IMR. 159–170. 1 indexed citations

19.

Rogelj, Peter, et al.. (2002). Validation of a Non-rigid Registration Algorithm for Multi-modal Data. 1 indexed citations

20.

Cooke, Ayanna, Edgar Zurif, Christian DeVita, et al.. (2001). Neural basis for sentence comprehension: Grammatical and short‐term memory components. Human Brain Mapping. 15(2). 80–94. 213 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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