MIMC医学智能与机器认知实验室

发表论文

代表作

  1. [IEEE ASME Trans Mechatron] Xiaoyu Cui, Yong Ding, Tianhang Nan, Yunqiu Gao, Lisha Li, Guanghong Zhao, Yue Zhao. A Finger Motion Tracking Framework for Human–Computer Interaction Based on Data Gloves [J]. IEEE/ASME Transactions on Mechatronics, 2026. (JCR Q1, 中科院1区, IF: 7.3).
  2. [Nat Commun] Tianhang Nan, Song Zheng, Siyuan Qiao, Hao Quan, Xin Gao, Jun Niu, Bin Zheng, Chunfang Guo, Yue Zhang, Xiaoqin Wang, Liping Zhao, Ze Wu, Yaoxing Guo, Xingyu Li, Mingchen Zou, Shuangdi Ning, Yue Zhao, Wei Qian, Hongduo Chen, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui. Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis [J]. Nature Communications, 2025, 16(1). (JCR Q1, 中科院1区, IF: 16.6).
  3. [IEEE JBHI] Yong Ding, Tianhang Nan, Fujia Wang, Yue Zhao, Xiaoyu Cui. Data knee pads: a lower limb motion capture system based on heterogeneous sensors [J]. IEEE Journal of Biomedical and Health Informatics, 2025, 29(7): 4716-27. (JCR Q1, 中科院1区, IF: 6.7).
  4. [ICLR] Xiaoyu Cui, Weixing Chen, Jiandong Su. A multiscale frequency domain causal framework for enhanced pathological analysis [C]. International Conference on Learning Representations (ICLR), 2025.
  5. [Pattern Recognit] Hao Quan, Xingyu Li, Weixing Chen, Qun Bai, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui. Global contrast-masked autoencoders are powerful pathological representation learners [J]. Pattern Recognition, 2024, 156. (JCR Q1, 中科院1区, IF: 7.5).

信息类

2026

  1. [IEEE ASME Trans Mechatron] Xiaoyu Cui, Yong Ding, Tianhang Nan, Yunqiu Gao, Lisha Li, Guanghong Zhao, Yue Zhao. A Finger Motion Tracking Framework for Human–Computer Interaction Based on Data Gloves [J]. IEEE/ASME Transactions on Mechatronics, 2026. (JCR Q1, 中科院1区, IF: 7.3).
  2. [IEEE ASME Trans Mechatron] Xiaoyu Cui, Yong Ding, Tianhang Nan, Yunqiu Gao, Lisha Li, Guanghong Zhao, Yue Zhao. A Finger Motion Tracking Framework for Human–Computer Interaction Based on Data Gloves [J]. IEEE/ASME Transactions on Mechatronics, 2026. (JCR Q1, 中科院1区, IF: 7.3)
  3. [AAAI] Kaichen Ouyang, Zong Ke, Shengwei Fu, Lingjie Liu, Puning Zhao, Dayu Hu: Learn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN. AAAI 2026. (CCF Rank A)

2025

  1. [Nat Commun] Tianhang Nan, Song Zheng, Siyuan Qiao, Hao Quan, Xin Gao, Jun Niu, Bin Zheng, Chunfang Guo, Yue Zhang, Xiaoqin Wang, Liping Zhao, Ze Wu, Yaoxing Guo, Xingyu Li, Mingchen Zou, Shuangdi Ning, Yue Zhao, Wei Qian, Hongduo Chen, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui. Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis [J]. Nature Communications, 2025, 16(1). (JCR Q1, 中科院1区, IF: 16.6).
  2. [IEEE JBHI] Yong Ding, Tianhang Nan, Fujia Wang, Yue Zhao, Xiaoyu Cui. Data knee pads: a lower limb motion capture system based on heterogeneous sensors [J]. IEEE Journal of Biomedical and Health Informatics, 2025, 29(7): 4716-27. (JCR Q1, 中科院1区, IF: 6.7).
  3. [ICLR] Xiaoyu Cui, Weixing Chen, Jiandong Su. A multiscale frequency domain causal framework for enhanced pathological analysis [C]. International Conference on Learning Representations (ICLR), 2025.
  4. [Nat Commun] Tianhang Nan, Song Zheng, Siyuan Qiao, Hao Quan, Xin Gao, Jun Niu, Bin Zheng, Chunfang Guo, Yue Zhang, Xiaoqin Wang, Liping Zhao, Ze Wu, Yaoxing Guo, Xingyu Li, Mingchen Zou, Shuangdi Ning, Yue Zhao, Wei Qian, Hongduo Chen, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui. Deep learning quantifies pathologists’ visual patterns for whole slide image diagnosis [J]. Nature Communications, 2025, 16(1). (JCR Q1, 中科院1区, IF: 16.6).
  5. [Appl Therm Eng] Hao She, Guoxin Hu, Xiaoyu Cui, Zhaorui Liu, Hao Li, Demin Peng, Zhong Zhao, Peijie Yin. Channel geometry and throttling regulation effects on printed circuit Joule-Thomson cryocooler performance [J]. Applied Thermal Engineering, 2025, 274: 126785. (JCR Q1).
  6. [ICLR] Xiaoyu Cui, Weixing Chen, Jiandong Su. A multiscale frequency domain causal framework for enhanced pathological analysis [C]. The Thirteenth International Conference on Learning Representations, 2025.
  7. [IEEE TCBB] Dayu Hu, Renxiang Guan, Zhibin Dong, Ke Liang, Jun Wang, Siwei Wang, Xinwang Liu. Single-cell Multi-view Clustering via Community Detection with Unknown Number of Clusters [J]. IEEE Transactions on Computational Biology and Bioinformatics, 2025. (CCF Rank B).
  8. [IEEE TCE] Dayu Hu, Tagrid Abdullah N. Alshalali, Xu Xu, Por Lip Yee, Zaffar Ahmed Shaikh, Jing Yang. PAGM: Partially-Aligned Global and Marginal Multi-View Contrastive Clustering for Facial Recognition in Consumer Electronics [J]. IEEE Transactions on Consumer Electronics, 2025.
  9. [IEEE JBHI] Yong Ding, Tianhang Nan, Fujia Wang, Yue Zhao, Xiaoyu Cui. Data Knee Pads: A Lower Limb Motion Capture System Based on Heterogeneous Sensors [J]. IEEE Journal of Biomedical and Health Informatics, 2025, 29(7): 4716-27. (JCR Q1)
  10. [IEEE TIM] Yong Ding, Lina Wang, Tianhang Nan, Yunqiu Gao, Lisha Li, Guanghong Zhao, Yue Zhao, Xiaoyu Cui. AG-Pose: Anatomy-Guided Human Pose Estimation With Sparse IMUs [J]. IEEE Transactions on Instrumentation and Measurement, 2025, 74. (JCR Q1)
  11. [Insights Imaging] Hui Qu, Shuairan Zhang, Xuedan Li, Yuan Miao, Yuxi Han, Ronghui Ju, Xiaoyu Cui, Yiling Li. A deep learning model based on self-supervised learning for identifying subtypes of proliferative hepatocellular carcinoma from dynamic contrast-enhanced MRI [J]. Insights into Imaging, 2025, 16(1). (JCR Q1)

2024

  1. [Pattern Recognit] Hao Quan, Xingyu Li, Weixing Chen, Qun Bai, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui. Global contrast-masked autoencoders are powerful pathological representation learners [J]. Pattern Recognition, 2024, 156. (JCR Q1, 中科院1区, IF: 7.5).
  2. [IEEE THMS] Yong Ding, Mingchen Zou, Yueyang Teng, Yue Zhao, Xingyu Jiang, Xiaoyu Cui. CST Framework: A Robust and Portable Finger Motion Tracking Framework [J]. IEEE Transactions on Human-Machine Systems, 2024, 54(3): 282-91. (JCR Q2)
  3. [IEEE JBHI] Hao Quan, Xinjia Li, Dayu Hu, Tianhang Nan, Xiaoyu Cui. Dual-Channel Prototype Network for Few-Shot Pathology Image Classification [J]. IEEE Journal of Biomedical and Health Informatics, 2024, 28(7): 4132-44. (JCR Q1)
  4. [ACM MM] Dayu Hu, Suyuan Liu, Jun Wang, Junpu Zhang, Siwei Wang, Xingchen Hu, Xinzhong Zhu, Chang Tang, Xinwang Liu: Reliable Attribute-missing Multi-view Clustering with Instance-level and Feature-level Cooperative Imputation. ACM MM 2024. (CCF Rank A)
  5. [TFS] Dayu Hu, Zhibin Dong, Ke Liang, Hao Yu, Siwei Wang, Xinwang Liu: High-order topology for deep single-cell multi-view fuzzy clustering. IEEE Transactions on Fuzzy Systems (TFS). (CCF Rank B) (Accepted in May 2024)
  6. [Acad Radiol] Hui Qu, Shuairan Zhang, Mengran Guo, Yuan Miao, Yuxi Han, Ronghui Ju, Xiaoyu Cui, Yiling Li. Deep Learning Model for Predicting Proliferative Hepatocellular Carcinoma Using Dynamic Contrast-Enhanced MRI: Implications for Early Recurrence Prediction Following Radical Resection [J]. Academic Radiology, 2024, 31(11): 4445-55. (JCR Q2)
  7. [Pattern Recognit] Hao Quan, Xingyu Li, Weixing Chen, Qun Bai, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui. Global contrast-masked autoencoders are powerful pathological representation learners [J]. Pattern Recognition, 2024, 156. (CCF Rank B / JCR Q1)

医学类

2026

  1. [Am J Clin Dermatol] Christopher G. Bunick, Nina Magnolo, Angela Moore, Xinghua Gao, Charles Lynde, Nadia Ibrahim, Ayman Grada, Gweneth Levy, Brian M. Calimlim, Xiaoqiang Wu, Yolanda Armendariz, Kilian Eyerich, Switching from Dupilumab to Upadacitinib in Adults and Adolescents with Moderate-to-Severe Atopic Dermatitis After Inadequate Response to Dupilumab: Efficacy and Safety Results from Period 2 of Phase 3b/4 Study (LEVEL UP) [J]. American Journal of Clinical Dermatology, 2026. (JCR Q1).
  2. [Br J Dermatol] Li Zhang, Mingyu Wang, Liting Zhang, Xinghua Gao, Efficacy and safety of pumecitinib 3% gel in treating mild-to-moderate atopic dermatitis: a multicentre randomized double-blind parallel placebo-controlled phase IIb clinical trial [J]. British Journal of Dermatology, 2026, 194(2): 236-43. (JCR Q1).
  3. [Dermatol Ther (Heidelb)] Adam Reich, Andrew Blauvelt, Stephan Weidinger, Xinghua Gao, A Post Hoc Analysis of Atopic Dermatitis of the Head and Neck and Other Body Regions from the Amlitelimab STREAM-AD Phase 2b Study [J]. Dermatology and Therapy, 2026, 16(1): 605-16. (JCR Q2).
  4. [Dermatol Ther (Heidelb)] Li Zhang, Naihan Zhou, Zhiwei Wu, Xuejun Chen, Huilan Zhu, Shanshan Li, Jianwen Han, Guoying Miao, Liming Wu, Rongfei Zhu, Jianyun Lu, Yue Zheng, Xian Jiang, Xianwei Cao, Dehou Yu, Siping Zhang, Yangfeng Ding, Xiaoyong Man, Yong Cui, Ying Li, Xinghua Gao, Real-World Characteristics, Treatment Patterns, and Outcomes in Adult Patients Receiving Abrocitinib for Atopic Dermatitis in China: Interim Analysis from the AHEAD Registry [J]. Dermatology and Therapy, 2026. (JCR Q2).
  5. [J Infect Dis] Congcong He, Ruiqun Qi, Yuxiao Hong, Tumor Necrosis Factor Receptor-Associated Factor 1 Inhibits Macrophage Killing of Sporothrix schenckii by Enhancing Expression and Activity of Inducible Nitric Oxide Synthase [J]. Journal of Infectious Diseases, 2026. (JCR Q1).
  6. [J Pharm Sci] Maoling Sun, Xinghua Gao, Xuegang Xu, Production of model drug carried liposomes by means of a SDR for dermatology applications [J]. Journal of Pharmaceutical Sciences, 2026, 115(1). (JCR Q2).

2025

  1. [ACS Sens] Deliang Li, Ruiwen Wang, Kexin Fu, Hao Quan, Hongguo Wei, Zhiwei Fu, Huilin Yuan, Hongxing Zhou, Haoqi Bai, He Liu, Xiaoyu Cui. Biomimetic Neural Intelligent E-Skin System for Tactile Perception and Robotic Decision-Making [J]. ACS Sensors, 2025, 10(7): 5140-9. (JCR Q1)
  2. [Adv Mater] Tongzhi Zang, Jiwei Wang, Guiyang Yan, Xili Lu, Jianshe Hu, Hesheng Xia, Yue Zhao. State of the Art, Insights and Perspectives for Bio-Inspired Liquid Crystal Elastomer Soft Actuators [J]. Advanced Materials, 2025, 37(41). (JCR Q1).
  3. [Chin Med J] Li Zhang, Jianhua Xu, Changyu Gu, Xinghua Gao. Efficacy and safety of upadacitinib through 140 weeks in Chinese adult and adolescent patients with moderate-to-severe atopic dermatitis: Post hoc analysis of the phase 3 Measure Up 1 and AD Up clinical trials [J]. Chinese Medical Journal, 2025, 138(13): 1633-1644. (JCR Q1).
  4. [Chin Med J] Li Zhang, Qingchun Diao, Xia Dou, Hong Fang, Songmei Geng, Hao Guo, Yaolong Chen, Chao Ji, Chengxin Li, Linfeng Li, Jie Li, Jingyi Li, Wei Li, Zhiming Li, Yunsheng Liang, Jianjun Qiao, Zhiqiang Song, Qing Sun, Juan Tao, Fang Wang, Zhiqiang Xie, Jinhua Xu, Suling Xu, Hongwei Yan, Xu Yao, Jianzhong Zhang, Litao Zhang, Gang Zhu, Fei Hao, Xinghua Gao. Guidelines for the diagnosis and treatment of prurigo nodularis [J]. Chinese Medical Journal, 2025, 138(22): 2859-2861. (JCR Q1).
  5. [Chin Med J] Mingyu Wang, Xinghua Gao, Li Zhang. Recent global patterns in skin cancer incidence, mortality, and prevalence [J]. Chinese Medical Journal, 2025, 138(2): 185-92. (JCR Q1).
  6. [Endosc Ultrasound] Hui Qu, Fei Yang, Tingting Chen, Xiaoyu Cui, Siyu Sun. Enhancing gastrointestinal stromal tumor risk stratification: A novel deep learning approach applied to EUS imaging [J]. Endoscopic Ultrasound, 2025, 14(3): 120-8. (JCR Q1)
  7. [J Allergy Clin Immunol] G. Mosnaim, H. Windom, Xinghua Gao, Remibrutinib Treatment Has No Clinical Impact on Mean Blood Cell Counts in Patients With Chronic Spontaneous Urticaria: Pooled Safety Analysis From REMIX-1 and REMIX-2 Studies [J]. Journal of Allergy and Clinical Immunology, 2025, 155(2): AB191-AB. (JCR Q1).
  8. [J Am Acad Dermatol] Akimichi Morita, Min Zheng, Furen Zhang, Xinghua Gao, Patient characteristics and treatment patterns in generalized pustular psoriasis (GPP): Real-world data from expanded access programs (EAPs) in Japan, China, and Argentina [J]. Journal of the American Academy of Dermatology, 2025, 93(3). (JCR Q1).
  9. [J Am Acad Dermatol] Linxian Xia, Guoying Miao, Ximin Yang, Xinghua Gao. Efficacy and safety of SYSA1902 versus reference ustekinumab in moderate-to-severe plaque psoriasis: A multicenter, randomized, phase III study [J]. Journal of the American Academy of Dermatology, 2025, 93(1): 115-23. (JCR Q1).
  10. [J Am Acad Dermatol] Li Zhang, Wei Min, Zhiwei Wu, Xinghua Gao. Treatment patterns and effectiveness of Abrocitinib in atopic dermatitis: Interim analysis on real-world data in Abrocitinib Chinese registry on AD (AHEAD) [J]. Journal of the American Academy of Dermatology, 2025, 93(3): AB335. (JCR Q1).
  11. [J Am Acad Dermatol] Xinghua Gao, Linxian Xia, Guoying Miao, Efficacy, safety of SYSA1902, compared with reference ustekinumab in moderate-to-severe plaque psoriasis: a multicenter, randomized, phase III equivalence trial [J]. Journal of the American Academy of Dermatology, 2025, 93(3): AB192-AB. (JCR Q1).
  12. [J Eur Acad Dermatol Venereol] Christopher G. Bunick, Alan D. Irvine, Jonathan I. Silverberg, Emma Guttman-Yassky, Mona Shahriari, Xinghua Gao, Stephan Weidinger, Norito Katoh, Namita Vigna, Deanne M. Dilley, Elvira D'Andrea, Henrique D. Teixeira, Andrew M. Platt, Gweneth F. Levy. Safety of upadacitinib in atopic dermatitis in randomized clinical trials across 6 years [J]. Journal of the European Academy of Dermatology and Venereology, 2025. (JCR Q1).
  13. [Nano Res] Deliang Li, Hongxing Zhou, Qingxin Tang, Guanshi Liu, Huilin Yuan, Lexuan, Ye Tian, Xiaoyu Cui. Dual-bridge ionic-electronic amphoteric hydrogel based e-skin for 12-lead ECG monitoring [J]. Nano Research, 2025, 18(9). (JCR Q1)

2024

  1. [Br J Dermatol] Christopher G. Bunick, Raj Chovatiya, Emma Guttman-Yassky, Xinghua Gao. Long-term 5-year safety of upadacitinib in moderate-to-severe atopic dermatitis: an integrated analysis including over 7000 patient-years of exposure [J]. British Journal of Dermatology, 2024, 190: II35-II6. (JCR Q1).
  2. [Cell Rep] Jingwei Jiang, Xinyi Shao, Weiwei Liu, Mengyue Wang, Qiwei Li, Miaomiao Wang, Yang Xiao, Ke Li, Huan Liang, Nian'ou Wang, Xuegang Xu, Yan Wu, Xinghua Gao, Qiaoli Xie, Xiao Xiang, Wanqian Liu, Wang Wu, Li Yang, Zhong-Ze Gu, Jin Chen, Mingxing Lei. The mechano-chemical circuit in fibroblasts and dendritic cells drives basal cell proliferation in psoriasis [J]. Cell Reports, 2024, 43(7): 114513. (JCR Q1).
  3. [Chem Eng J] He Liu, Yanxuan Li, Qianbu Sun, Yue Zhao, Xiaoyu Cui, Ye Tian. Triboelectric wearable devices for accelerated wound healing [J]. Chemical Engineering Journal, 2024, 497: 154628. (JCR Q1)
  4. [Chin Med J] Li Zhang, Amer A. A. Abdulrahman, Hao Guo, Jia'an Zhang, Xinghua Gao, Weihua Pan, Gang Wang, Jinhua Xu. Chinese expert consensus on the diagnosis and treatment of balanoposthitis [J]. Chinese Medical Journal, 2024, 137(13): 1519-21. (JCR Q1).
  5. [Int Immunopharmacol] Qing Zhen, Weiwei Chen, Yu Han, Ruiqun Qi. Serum dsDNA is environmentally contingent [J]. International Immunopharmacology, 2024, 142. (JCR Q1).
  6. [J Cosmet Dermatol] Chengxin Ye, Jinliang Yi, Zhong Su, Xinghua Gao. 2% supramolecular salicylic acid hydrogel vs. adapaline gel in mild to moderate acne vulgaris treatment: A multicenter, randomized, evaluator-blind, parallel-controlled trial [J]. Journal of Cosmetic Dermatology, 2024, 23(6): 2125-34. (JCR Q2).
  7. [Nano Energy] He Liu, Deliang Li, Haoxiang Chu, Ye Tian, Yue Zhao, Xiaoyu Cui. Ultra-stretchable triboelectric touch pad with sandpaper micro-surfaces for Transformer-assisted gesture recognition [J]. Nano Energy, 2024, 130. (JCR Q1)
  8. [Nano-Micro Lett] He Liu, Haoxiang Chu, Hailiang Yuan, Deliang Li, Weisi Deng, Zhiwei Fu, Ruonan Liu, Yiying Liu, Yixuan Han, Yanpeng Wang, Yue Zhao, Xiaoyu Cui, Ye Tian. Bioinspired Multifunctional Self-Sensing Actuated Gradient Hydrogel for Soft-Hard Robot Remote Interaction [J]. Nano-Micro Letters, 2024, 16(1). (JCR Q1)
  9. [Pattern Recognit] Hao Quan, Xingyu Li, Weixing Chen, Qun Bai, Mingchen Zou, Ruijie Yang, Tingting Zheng, Ruiqun Qi, Xinghua Gao, Xiaoyu Cui. Global contrast-masked autoencoders are powerful pathological representation learners [J]. Pattern Recognition, 2024, 156. (CCF Rank B / JCR Q1)