Wenjia Bai

10.5k total citations · 1 hit paper
91 papers, 2.9k citations indexed

About

Wenjia Bai is a scholar working on Radiology, Nuclear Medicine and Imaging, Computer Vision and Pattern Recognition and Cardiology and Cardiovascular Medicine. According to data from OpenAlex, Wenjia Bai has authored 91 papers receiving a total of 2.9k indexed citations (citations by other indexed papers that have themselves been cited), including 44 papers in Radiology, Nuclear Medicine and Imaging, 36 papers in Computer Vision and Pattern Recognition and 28 papers in Cardiology and Cardiovascular Medicine. Recurrent topics in Wenjia Bai's work include Medical Image Segmentation Techniques (31 papers), Medical Imaging Techniques and Applications (17 papers) and Advanced MRI Techniques and Applications (17 papers). Wenjia Bai is often cited by papers focused on Medical Image Segmentation Techniques (31 papers), Medical Imaging Techniques and Applications (17 papers) and Advanced MRI Techniques and Applications (17 papers). Wenjia Bai collaborates with scholars based in United Kingdom, China and United States. Wenjia Bai's co-authors include Daniel Rueckert, Declan P. O’Regan, Antonio de Marvao, Timothy J. W. Dawes, Wenzhe Shi, Ozan Oktay, Konstantinos Kamnitsas, Stuart A. Cook, Michael Brady and Bernhard Kainz and has published in prestigious journals such as Nature, Circulation and Nature Medicine.

In The Last Decade

Wenjia Bai

83 papers receiving 2.8k citations

Hit Papers

align trajectories sort by overperformance

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.

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

2017 438 citations Ozan Oktay, Enzo Ferrante et al. IEEE Transactions on Medical Imaging profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Wenjia Bai United Kingdom	26	1.3k	1.1k	801	534	372	91	2.9k
Vicente Grau United Kingdom	30	1.2k 1.0×	943 0.8×	1.0k 1.3×	669 1.3×	310 0.8×	144	3.5k
Zhifan Gao China	31	1.1k 0.8×	818 0.7×	645 0.8×	630 1.2×	414 1.1×	111	2.5k
Elsa D. Angelini France	24	1.3k 1.0×	1.1k 1.0×	359 0.4×	628 1.2×	260 0.7×	166	3.1k
Óscar Cámara Spain	28	1.1k 0.8×	606 0.5×	1.4k 1.8×	497 0.9×	220 0.6×	154	3.0k
Antonio de Marvao United Kingdom	22	695 0.5×	587 0.5×	756 0.9×	270 0.5×	180 0.5×	67	1.9k
Amir A. Amini United States	21	1.3k 1.0×	1.3k 1.2×	450 0.6×	468 0.9×	347 0.9×	128	2.6k
Michiel Schaap Netherlands	23	1.5k 1.2×	1.2k 1.0×	365 0.5×	581 1.1×	491 1.3×	59	2.6k
Yasser M. Kadah Egypt	22	707 0.5×	627 0.6×	273 0.3×	283 0.5×	474 1.3×	160	2.1k
Marie‐Pierre Jolly United States	21	1.0k 0.8×	2.6k 2.4×	490 0.6×	299 0.6×	364 1.0×	56	3.8k
Declan P. O’Regan United Kingdom	32	1.4k 1.0×	687 0.6×	1.7k 2.1×	420 0.8×	204 0.5×	150	3.5k

Countries citing papers authored by Wenjia Bai

Since Specialization

Citations

This map shows the geographic impact of Wenjia Bai'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 Wenjia Bai with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Wenjia Bai more than expected).

Fields of papers citing papers by Wenjia Bai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Wenjia Bai. 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 Wenjia Bai. The network helps show where Wenjia Bai may publish in the future.

Co-authorship network of co-authors of Wenjia Bai

This figure shows the co-authorship network connecting the top 25 collaborators of Wenjia Bai. A scholar is included among the top collaborators of Wenjia Bai 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 Wenjia Bai. Wenjia Bai 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

Curran, Lara, Kathryn A. McGurk, Antonio de Marvao, et al.. (2025). Systematic Review, Meta-Analysis, and Population Study to Determine the Biologic Sex Ratio in Dilated Cardiomyopathy. Circulation. 151(7). 442–459. 3 indexed citations

Visentin, Marco, et al.. (2025). A Foundation Model for Lesion Segmentation on Brain MRI With Mixture of Modality Experts. IEEE Transactions on Medical Imaging. 44(6). 2594–2604. 3 indexed citations

Zalesky, Andrew, Ye Tian, Luigi Ferrucci, et al.. (2025). Brain–heart–eye axis revealed by multi-organ imaging genetics and proteomics. Nature Biomedical Engineering. 1 indexed citations

Sylvester, Zoltán, et al.. (2025). Segmenteverygrain: A Python module for segmentation of grains in images. The Journal of Open Source Software. 10(112). 7953–7953. 1 indexed citations

Zhuo, Zhizheng, et al.. (2025). Unsupervised brain MRI tumour segmentation via two-stage image synthesis. Medical Image Analysis. 102. 103568–103568. 3 indexed citations

Lu, Chang, Paolo Inglese, Wenjia Bai, et al.. (2025). Sex-specific body fat distribution predicts cardiovascular ageing. European Heart Journal. 46(46). 5076–5088. 3 indexed citations

Baxan, Nicoleta, Ali Ashek, Lin Zhao, et al.. (2025). Automated Bi‐Ventricular Segmentation and Regional Cardiac Wall Motion Analysis for Rat Models of Pulmonary Hypertension. Pulmonary Circulation. 15(2). e70092–e70092.

Matthews, Paul M., et al.. (2022). New lesion segmentation for multiple sclerosis brain images with imaging and lesion-aware augmentation. Frontiers in Neuroscience. 16. 1007453–1007453. 12 indexed citations

Εvangelou, Εvangelos, Hideaki Suzuki, Wenjia Bai, et al.. (2021). Alcohol consumption in the general population is associated with structural changes in multiple organ systems. eLife. 10. 19 indexed citations

10.

Tarroni, Giacomo, Wenjia Bai, Ozan Oktay, et al.. (2020). Large-scale Quality Control of Cardiac Imaging in Population Studies: Application to UK Biobank. Scientific Reports. 10(1). 2408–2408. 16 indexed citations

11.

Meyer, Hannah V., Timothy J. W. Dawes, Marta Serrani, et al.. (2020). Genetic and functional insights into the fractal structure of the heart. Nature. 584(7822). 589–594. 78 indexed citations

12.

Duan, Jinming, Ghalib Bello, Jo Schlemper, et al.. (2019). Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach. IEEE Transactions on Medical Imaging. 38(9). 2151–2164. 137 indexed citations

13.

Gilbert, Kathleen, Wenjia Bai, Charlène Mauger, et al.. (2019). Independent Left Ventricular Morphometric Atlases Show Consistent Relationships with Cardiovascular Risk Factors: A UK Biobank Study. Scientific Reports. 9(1). 1130–1130. 34 indexed citations

14.

Tarroni, Giacomo, Ozan Oktay, Wenjia Bai, et al.. (2018). Learning-Based Quality Control for Cardiac MR Images. IEEE Transactions on Medical Imaging. 38(5). 1127–1138. 37 indexed citations

15.

Serrani, Marta, Wenjia Bai, Jiyang Cai, et al.. (2018). Abstracts. Anaesthesia. 73(S3). 12–123. 1 indexed citations

16.

Oktay, Ozan, Enzo Ferrante, Konstantinos Kamnitsas, et al.. (2017). Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation. IEEE Transactions on Medical Imaging. 37(2). 384–395. 438 indexed citations breakdown →

17.

Peressutti, Devis, Esther Puyol‐Antón, Wenjia Bai, et al.. (2017). Myocardial strain computed at multiple spatial scales from tagged magnetic resonance imaging: Estimating cardiac biomarkers for CRT patients. Medical Image Analysis. 43. 169–185. 6 indexed citations

18.

Bai, Wenjia, Wenzhe Shi, Antonio de Marvao, et al.. (2015). A bi-ventricular cardiac atlas built from 1000+ high resolution MR images of healthy subjects and an analysis of shape and motion. Medical Image Analysis. 26(1). 133–145. 83 indexed citations

19.

Bai, Wenjia, Xiaobo Zhou, Liang Ji, Jie Cheng, & Stephen T.C. Wong. (2007). Automatic dendritic spine analysis in two‐photon laser scanning microscopy images. Cytometry Part A. 71A(10). 818–826. 22 indexed citations

20.

Mo, L.Y.L., et al.. (2007). P5C-6 Compact Ultrasound Scanner with Built-in Raw Data Acquisition Capabilities. Proceedings/Proceedings - IEEE Ultrasonics Symposium. 2259–2262. 11 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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