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Medical Artificial Intelligence

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Employment (2)

Ruijin Hospital: Shanghai, Shanghai, CN

2022-09-01 to present | Research Assistant (Institute of Medical Robotics)
Employment
Source: Self-asserted source
Renkai Wu

Peking University: Beijing, Beijing, CN

2024-06-01 to 2024-11-01 | Visiting Student (School of Computer Science)
Employment
Source: Self-asserted source
Renkai Wu

Education and qualifications (2)

Shanghai University: Shanghai, CN

2022-09-01 to present | Master's degree (School of Microelectronics)
Education
Source: Self-asserted source
Renkai Wu

Foshan University: Foshan, CN

2018-09-01 to 2022-06-01 | Bachelor's degree (School of Physics and Optoelectronic Engineering)
Education
Source: Self-asserted source
Renkai Wu

Works (16)

MambaSAM: A Visual Mamba-Adapted SAM Framework for Medical Image Segmentation

IEEE Journal of Biomedical and Health Informatics
2025 | Journal article
DOI: 10.1109/jbhi.2025.3544548
Part of ISSN: 2168-2194
Part of ISSN: 2168-2208
Contributors: pengchen liang; Leijun Shi; Bin Pu; Renkai Wu; Jianguo Chen; Lixin Zhou; Lite Xu; Zhuangzhuang Chen; Qing Chang; Yiwei Li
Source: Self-asserted source
Renkai Wu

SK-VM++: Mamba assists skip-connections for medical image segmentation

Biomedical Signal Processing and Control
2025-07 | Journal article
DOI: 10.1016/j.bspc.2025.107646
Contributors: Renkai Wu; Liuyue Pan; Pengchen Liang; Qing Chang; Xianjin Wang; Weihuan Fang
Source: check_circle
Crossref

H-vmunet: High-order Vision Mamba UNet for medical image segmentation

Neurocomputing
2025-04 | Journal article
DOI: 10.1016/j.neucom.2025.129447
Part of ISSN: 0925-2312
Contributors: Renkai Wu; Yinghao Liu; Pengchen Liang; Qing Chang
Source: Self-asserted source
Renkai Wu

Laparoscopic stereo matching using 3-Dimensional Fourier transform with full multi-scale features

Engineering Applications of Artificial Intelligence
2025-01 | Journal article
DOI: 10.1016/j.engappai.2024.109654
Contributors: Renkai Wu; Pengchen Liang; Yinghao Liu; Yiqi Huang; Wangyan Li; Qing Chang
Source: check_circle
Crossref

scSMD: a deep learning method for accurate clustering of single cells based on auto-encoder

BMC Bioinformatics
2025-01-29 | Journal article
DOI: 10.1186/s12859-025-06047-x
Part of ISSN: 1471-2105
Contributors: Xiaoxu Cui; Renkai Wu; Yinghao Liu; Peizhan Chen; Qing Chang; Pengchen Liang; Changyu He
Source: Self-asserted source
Renkai Wu

Automatic Segmentation of Hemorrhages in the Ultra-Wide Field Retina: Multi-Scale Attention Subtraction Networks and an Ultra-Wide Field Retinal Hemorrhage Dataset

IEEE Journal of Biomedical and Health Informatics
2024-12 | Journal article
DOI: 10.1109/JBHI.2024.3457512
Contributors: Renkai Wu; Pengchen Liang; Yiqi Huang; Qing Chang; Huiping Yao
Source: check_circle
Crossref

MCF-SMSIS: Multi-tasking with complementary functions for stereo matching and surgical instrument segmentation

Computers in Biology and Medicine
2024-09 | Journal article
DOI: 10.1016/j.compbiomed.2024.108923
Contributors: Renkai Wu; Changyu He; Pengchen Liang; Yinghao Liu; Yiqi Huang; Weiping Liu; Biao Shu; Panlong Xu; Qing Chang
Source: check_circle
Crossref

A high-order focus interaction model and oral ulcer dataset for oral ulcer segmentation

Scientific Reports
2024-08-29 | Journal article
DOI: 10.1038/s41598-024-69125-9
Part of ISSN: 2045-2322
Contributors: Chenghao Jiang; Renkai Wu; Yinghao Liu; Yue Wang; Qing Chang; Pengchen Liang; Yuan Fan
Source: Self-asserted source
Renkai Wu

UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation

arXiv
2024-03-29 | Preprint
DOI: 10.48550/ARXIV.2403.20035
Contributors: Renkai Wu; Yinghao Liu; Pengchen Liang; Qing Chang
Source: Self-asserted source
Renkai Wu

MHorUNet: High-order spatial interaction UNet for skin lesion segmentation

Biomedical Signal Processing and Control
2024-02 | Journal article
DOI: 10.1016/j.bspc.2023.105517
Contributors: Renkai Wu; Pengchen Liang; Xuan Huang; Liu Shi; Yuandong Gu; Haiqin Zhu; Qing Chang
Source: check_circle
Crossref

Improving three-dimensional perception of laparoscopic surgical robots: a depth estimation model for multi-scale information fusion

2023 Chinese Gastric Cancer Congress, CGCC
2023 | Conference abstract
Contributors: Renkai Wu; Changyu He; Pengcheng Liang; Yinghao Liu; Zhengang Zhu; Qing Chang
Source: Self-asserted source
Renkai Wu

Only Positive Cases: 5-fold High-order Attention Interaction Model for Skin Segmentation Derived Classification

arXiv
2023 | Preprint
DOI: 10.48550/ARXIV.2311.15625
Contributors: Renkai Wu; Yinghao Liu; Pengchen Liang; Qing Chang
Source: Self-asserted source
Renkai Wu

HSH-UNet: Hybrid selective high order interactive U-shaped model for automated skin lesion segmentation

Computers in Biology and Medicine
2023-12 | Journal article
DOI: 10.1016/j.compbiomed.2023.107798
Part of ISSN: 0010-4825
Contributors: Renkai Wu; Hongli Lv; Pengchen Liang; Xiaoxu Cui; Qing Chang; Xuan Huang
Source: Self-asserted source
Renkai Wu

Automatic Skin Lesion Segmentation Based on Higher-Order Spatial Interaction Model

2023 IEEE International Conference on Medical Artificial Intelligence (MedAI)
2023-11-18 | Conference paper
DOI: 10.1109/medai59581.2023.00066
Contributors: Renkai Wu; Pengchen Liang; Xuan Huang; Ziyuan Yang; Liu Shi; Yuandong Gu; Haiqin Zhu; Qing Chang
Source: Self-asserted source
Renkai Wu

COLLIMATION TYPE DISINFECTION AND WATER PURIFICATION DEVICE

United States Patent and Trademark Office
2023-02-13 | Patent
Contributors: BingFeng Fan; Zekai Hong; Renkai Wu
Source: Self-asserted source
Renkai Wu

LAGER-CALIBER OVERFLOWING TYPE WATER PURIFCATION AND DISINFECTION APPARATUS

Octrooicentrum Nederland
2022-01-18 | Patent
Contributors: Bingfeng Fan; Zekai Hong; Renkai Wu; Haobin Zhang; Yllun Zhao; Hong Huang
Source: Self-asserted source
Renkai Wu

Peer review (7 reviews for 5 publications/grants)

Review activity for Artificial intelligence in medicine. (1)
Review activity for Engineering applications of artificial intelligence. (2)
Review activity for Multimedia systems. (1)
Review activity for Scientific reports. (1)
Review activity for The visual computer. (2)
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