Yipeng Hu

5.3k citations

91 papers · 2.7k indexed · 2 hit papers · h-index 24

Health Informatics top 1%
Radiology, Nuclear Medicine and Imaging top 1%
- Radiomics and Machine Learning in Medical Imaging 16
- MRI in cancer diagnosis 7
Computer Vision and Pattern Recognition top 1%
- Medical Image Segmentation Techniques 22
- Advanced Neural Network Applications 15
Pulmonary and Respiratory Medicine top 2%
- Prostate Cancer Diagnosis and Treatment 33
- Prostate Cancer Treatment and Research 12
Radiation top 5%
Biomedical Engineering
- Medical Imaging and Analysis 14
Computer Networks and Communications
- Nonlinear Dynamics and Pattern Formation 6

Co-authors: Dean C. Barratt Mark Emberton Eli Gibson Hashim U. Ahmed Ester Bonmati Matthew J. Clarkson David J. Hawkes Brian R Davidson
Cited by: Health Informatics Radiology, Nuclear Medicine and Imaging Computer Vision and Pattern Recognition
Journals: Medical Image Analysis (14 papers)International Journal of Computer Assisted Radiology and Surgery (7 papers)The Journal of Urology (6 papers)
Partner nations: United Kingdom China United States

In The Last Decade

Yipeng Hu

87 papers receiving 2.7k citations

Hit Papers

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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.

2018 Computer Methods and Programs in Biomedicine
2018 IEEE Transactions on Medical Imaging

Peers

Countries citing papers authored by Yipeng Hu

Since Specialization

Citations

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

Fields of papers citing papers by Yipeng Hu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

The 25 scholars most cited alongside Yipeng Hu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Yipeng Hu Line = papers co-authored together Yipeng Hu links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Turbulence control in memristive neural network via adaptive magnetic flux based on DLS-ADMM technique Neural Networks ·Qianming Ding,Yonghong Wu,Ying Xie,Yipeng Hu,Weifang Huang,Ya Jia	2025	2
2	Synchronization behavior of memristive FitzHugh-Nagumo neurons in time-varying networks under external stimuli Chaos Solitons & Fractals ·Weifang Huang,Yong Wu,Qianming Ding,Ya Jia,Ying Xie,Yipeng Hu	2025	8
3	A semi-supervised prototypical network for prostate lesion segmentation from multimodality MRI Physics in Medicine and Biology ·Yan Wen,Yipeng Hu,Qianye Yang,Yunguan Fu,Herb Bullock,Zhe Min,Shonit Punwani,Mark Emberton,Dean C. Barratt,钟振振,Bernard Chiu	2025	0
4	Guided ultrasound acquisition for nonrigid image registration using reinforcement learning Medical Image Analysis ·Weiyuan Zhang,A. Serrallach,Reham Yahya,Ester Bonmati,Stephen P. Pereira,Brian R Davidson,Matthew J. Clarkson,Yipeng Hu	2025	0
5	Active learning using adaptable task-based prioritisation Medical Image Analysis ·Weiyuan Zhang,A. Serrallach,TopCommunication,Ziyi Shen,Yunguan Fu,Reham Yahya,Ester Bonmati,Dean C. Barratt,Stephen P. Pereira,Brian R Davidson,Matthew J. Clarkson,Yipeng Hu	2024	2
6	CF-Loss: Clinically-relevant feature optimised loss function for retinal multi-class vessel segmentation and vascular feature measurement Medical Image Analysis ·Yukun Zhou,Moucheng Xu,Yipeng Hu,Anna Vitaliivna Hubarieva,An Zhao,Siegfried K. Wagner,Pearse A. Keane,Daniel C. Alexander	2024	6
7	Expectation maximisation pseudo labels Medical Image Analysis ·Moucheng Xu,Yukun Zhou,Lativa Andam Dewi,Marius de Groot,Daniel C. Alexander,Neil P. Oxtoby,Yipeng Hu,Joseph Jacob	2024	5
8	Time conditioning for arbitrary contrast phase generation in interventional computed tomography Physics in Medicine and Biology ·TopCommunication,Yipeng Hu,Steve Bandula,Dean C. Barratt	2024	3
9	Role of higher order interactions on spiral waves in excitable media Physical review. E ·Yipeng Hu,Qianming Ding,Dong Yu,Yonghong Wu,Tianyu Li,Ya Jia	2024	3
10	Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration Medical Image Analysis ·Yiwen Li,Yunguan Fu,Jarosław Wąs,Qianye Yang,Zhe Min,Weiyuan Zhang,Yan Wen,Yipei Wang,J. Alison Noble,Mark Emberton,Matthew J. Clarkson,Henkjan Huisman,Dean C. Barratt,Victor Adrian Prisacariu,Yipeng Hu	2023	14
11	Combiner and HyperCombiner networks: Rules to combine multimodality MR images for prostate cancer localisation Medical Image Analysis ·Yan Wen,Bernard Chiu,Ziyi Shen,Qianye Yang,Herb Bullock,Zhe Min,Shonit Punwani,Mark Emberton,David Atkinson,Dean C. Barratt,Yipeng Hu	2023	3
12	Image quality assessment for machine learning tasks using meta-reinforcement learning Medical Image Analysis ·Weiyuan Zhang,Yunguan Fu,Vasilis Stavrinides,Zachary M. C. Baum,Qianye Yang,Mirabela Rusu,Richard E. Fan,Geoffrey A. Sonn,J. Alison Noble,Dean C. Barratt,Yipeng Hu	2022	28
13	Meta-Learning Initializations for Interactive Medical Image Registration IEEE Transactions on Medical Imaging ·Zachary M. C. Baum,Yipeng Hu,Dean C. Barratt	2022	13
14	Domain generalization for prostate segmentation in transrectal ultrasound images: A multi-center study Medical Image Analysis ·Sulaiman Vesal,Jarosław Wąs,Indrani Bhattacharya,Shyam Natarajan,Leonard S. Marks,Dean C. Barratt,Richard E. Fan,Yipeng Hu,Geoffrey A. Sonn,Mirabela Rusu	2022	22
15	Cross-Modality Image Registration Using a Training-Time Privileged Third Modality IEEE Transactions on Medical Imaging ·Qianye Yang,David Atkinson,Yunguan Fu,Herb Bullock,Yan Wen,Shonit Punwani,Matthew J. Clarkson,Dean C. Barratt,Tom Vercauteren,Yipeng Hu	2022	5
16	Vessel segmentation for automatic registration of untracked laparoscopic ultrasound to CT of the liver International Journal of Computer Assisted Radiology and Surgery ·Reham Yahya,A. Serrallach,J Bjorkroth,Brian R Davidson,Yipeng Hu,Matthew J. Clarkson	2021	13
17	Voice-Assisted Image Labeling for Endoscopic Ultrasound Classification Using Neural Networks IEEE Transactions on Medical Imaging ·Ester Bonmati,Yipeng Hu,Alexander Grimwood,Gavin Johnson,George Goodchild,Margaret G. Keane,Kurinchi Selvan Gurusamy,Brian R Davidson,Matthew J. Clarkson,Stephen P. Pereira,Dean C. Barratt	2021	16
18	DeepReg: a deep learning toolkit for medical image registration The Journal of Open Source Software ·Yunguan Fu,Reham Yahya,Weiyuan Zhang,Adrià Casamitjana,Zachary M. C. Baum,信実今井,Qianye Yang,Alexander Grimwood,Zhe Min,Anna Vitaliivna Hubarieva,Juan Eugenio Iglesias,Dean C. Barratt,Ester Bonmati,Daniel C. Alexander,Matthew J. Clarkson,Tom Vercauteren,Yipeng Hu	2020	18
19	NiftyNet: a deep-learning platform for medical imagingbreakdown → Computer Methods and Programs in Biomedicine ·Eli Gibson,Wenqi Li,Carole H. Sudre,Lucas Fidon,Dzhoshkun I. Shakir,Guotai Wang,Zach Eaton-Rosen,Robert Gray,Tom Doel,Yipeng Hu,T. Whyntie,Parashkev Nachev,Marc Modat,Dean C. Barratt,Sébastien Ourselin,M. Jorge Cardoso,Tom Vercauteren	2018	363
20	Automatic Multi-Organ Segmentation on Abdominal CT With Dense V-Networksbreakdown → IEEE Transactions on Medical Imaging ·Eli Gibson,Francesco Giganti,Yipeng Hu,Ester Bonmati,Steve Bandula,Kurinchi Selvan Gurusamy,Brian R Davidson,Stephen P. Pereira,Matthew J. Clarkson,Dean C. Barratt	2018	472

About Yipeng Hu

Yipeng Hu is a scholar working on Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging and Pulmonary and Respiratory Medicine, having authored 91 papers that have together received 2.7k indexed citations. Recurring topics across this work include Prostate Cancer Diagnosis and Treatment (33 papers), Medical Image Segmentation Techniques (22 papers), Radiomics and Machine Learning in Medical Imaging (16 papers), Advanced Neural Network Applications (15 papers), Medical Imaging and Analysis (14 papers), Prostate Cancer Treatment and Research (12 papers), MRI in cancer diagnosis (7 papers) and Nonlinear Dynamics and Pattern Formation (6 papers). The work is most often cited by research in Health Informatics (99 citations), Radiology, Nuclear Medicine and Imaging (1.1k citations) and Computer Vision and Pattern Recognition (871 citations). Yipeng Hu has collaborated with scholars based in United Kingdom, China and United States. Frequent co-authors include Dean C. Barratt, Mark Emberton, Eli Gibson, Hashim U. Ahmed, Ester Bonmati, Matthew J. Clarkson, David J. Hawkes, Brian R Davidson, Caroline M. Moore and Stephen P. Pereira. Their work appears in journals such as Medical Image Analysis, International Journal of Computer Assisted Radiology and Surgery, The Journal of Urology, IEEE Transactions on Medical Imaging and Chaos Solitons & Fractals.

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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