秦培武
◆导师基本情况
秦培武，生物物理博士、统计硕士、物理化学硕士、分子发育生物学硕士，副院长，教授，博士生导师，横琴实验室中医诊疗装备大型“医工艺”融合创新平台副主任，中国生物光子学委员，深圳高层次人才。
办公电话：0571-88358290
邮箱：pwqin123@163.com
指导专业：生物医学工程、中西医结合
◆主讲课程
2. 研究生《生物统计》、《实验生物学》、《光谱与显微镜》、《数据可视化》、《中医基础理论》
3. 留学生《生物统计》、《实验生物学》、《光谱与显微镜》、《数据可视化》、《中医基础理论》
2002年毕业于东北农业大学，获生物工程学士学位，2005年毕业于中国科学院遗传与发育生物学研究所，获分子发育生物学硕士学位；2008年毕业美国东北大学，获物理化学硕士，2013年毕业于美国密苏里大学哥伦比亚分校，获生物化学博士学位、统计学硕士学位。2013~2018年在加州大学伯克利分校物理系做博士后研究；2018-2022年至今在清华-伯克利深圳学院任助理教授；2022-2025年清华大学深圳国际研究生院副教授；2025-至今中医药广东实验室（横琴实验室）诊疗装备中心。2018年开始担任硕士、博士研究生导师。
◆学术简介
早期研究聚焦生物物理分子机理研究，回国后聚焦生物医学工程，23年转向中医人工智能。近五年主持及参与国家自然科学基金面上项目、联合重点项目、深圳市重点实验室等二十余项科研项目，科研经费累计超过 2700 万元。在Cell、Nature Communications、ICLR、MICCAI、NPJ Digital Medicine 等国际权威期刊与会议发表论文150余篇，他引3000余次，其中近五年一作或发表通讯作者论文60余篇，研究成果多次被国际高水平文章（如 Cell、Nature、NatureCommunications 等）引用。
◆主持教学科研项目
(1) 2025年 国自然地区合作重点项目，磁导航手术机器人的研究，参与单位，80万，参与，2025.01-2026.12
(2) 2023 深圳医科院, 三合一近视筛查仪的研发, 1百万人民币，主持， 2024.01-2025.12
(3) 2023 国家自然科学基金委国际合作项目，脑膜病毒与细菌检测系统，40万人民币，主持人为申请人博士后（已到河北医科大学独立PI），2024.01-2026.12
(4) 2023 深圳科创委可持续发展，青少年病理性近视筛查与诊断，主持，300万人民币，01/2022-12/2024
(5) 2023 深圳国土自然局，便携式海洋水产病毒检测系统，150万人民币，2023.01-2024.12
(6) 2022 国家自然科学基金面上项目，头颈癌的CRISPR与影像组学诊断，参与，15万，2022.01-2025.12
(7) 2022 广东省白云区政府科研基金，新型化妆品原材料的研发，主持，1000万，2022.01-2026.12
(8) 2022 清华大学院区合作项目，微流控无标记快速成像系统，30万，主持，2022.07 – 2024.06
(9) 2022 深圳科创委基础重点项目，快速高通量光体积成像系统，300万，主持，01/2023-12/2025
(10) 2021 广东省自然科学基础项目，活细胞染色体标记，200万，主持，01/2021-12/2023
(11) 2020 国家自然科学基金委面上项目, Lamin在染色体结构组织与基因表达调控中的作用，58万，主持，2020.01-2023.12.
(12) 2020 深圳科创委面上项目，CRISPR新细胞成像应用，40万，主持，01/2020-12/2023
(13) 2020 深圳科创委，新冠病毒新型检测方法，300万，主持，06/2020-07/2023
(14) 2020 深圳科创委技术攻关重点项目，青少年心理健康多模态检测系统研究，300万，主持，10/2020-10/2022
(15) 2020 浙江省李兰娟新冠专项，80万人民币，主持，01/2020-08/2020
(16) 2020-2023 清华大学教学改革基金，三次获得，每次十万，主持
◆代表性论著
1. Chenyi Lei, Wenyuan Shao, Xi Yuan, Lulu Xu, Alexander Tuzikov, Ravshan Sabirov, Semih Calamak, H Atakan Varol, Naila Sajjad, Ijaz Gul, Peiwu Qin. Regional Variations in Mechanical Properties of Porcine Leptomeninges. Cyborg and Bionic Systems, 2026.
2. Jiaqi Yang, Lulu Xu, Zhenglin Chen, Tingqiao Ye, Yungui Li, Min Dai, Pei Yang, Peiwu Qin. AATE-UNet automated assessment of inflammatory response in zebrafish larvae exposed to environmental risks. Ecotoxicology and Environmental Safety, 2026
3. Chenyi Lei, Lulu Xu, Chufan Xiao, Aikaterini Melliou, Jiahui Zhang, Yang Xiao, Yiyao Yu, Wenyuan Shao, Yanyun Du, Ijaz Gul, Peiwu Qin. High-Speed, Label-Free Antimicrobial Susceptibility Testing in Picoliter Droplets: Combining Cage-Based Phase Contrast Microscopy with YOLO-SAM Algorithm. Analytical Chemistry, 2026.
4. Sen Zeng, Hong Zhou, Yang Liu, Bowen Ji, Jiaqi Huang, Haitao Yang, Chenying Lu, Jiansong Ji, Peiwu Qin. Enhancing Dual-Stream Attention Network: A Novel Multimodal Fusion Approach for Cognitive Assessment in Cerebral Small Vessel Disease. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025.
5. Lihui Luo, Joongwon Chae, Yang Liu, Igor Pantic, Vladan Devedzic, Zhumei Sun, Zelin Zeng, Sanatbek Matlatipov, Xiaoming Yin, Peiwu Qin. ViTCM-LLM: A Multimodal RAG Framework for Advanced TCM Clinical Decision Support. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025.
6. Haoxuan Li, Wei Song, Aofan Liu, Peiwu Qin. AdaDocVQA: Adaptive Framework for Long Document Visual Question Answering in Low-Resource Settings. Proceedings of the 33rd ACM International Conference on Multimedia,2025.
7. Igor Pantic, Jovana Paunovic Pantic, Svetlana Valjarevic, Jelena Cumic, Peiwu Qin, Peter R Corridon. Artificial intelligence strategies based on random forests for detecting ischemia–reperfusion injury changes in kidney tissue during intravital imaging. Scientific Reports, 2025.
8. Mohamed Bahri, Guoguang Rong, Xixi Song, Peiwu Qin, Mohamad Sawan. Synergistic AuNPs@ CuMOF for Electrochemical Amplified Detection of Neuron-Specific Enolase. ACS Applied Materials & Interfaces, 2025.
9. Md Reyad-ul Ferdous, Tesfaye Wolde, Vijay Pandey, Peiwu Qin. Mitochondrial function, cell viability, pharmacokinetics and molecular simulation studies reveal the impact of CX-6258 HCl, a pan-Pim kinase inhibitor, on adipocytes. Journal of Biomolecular Structure and Dynamics, 2025.
10. Alex Noah Feldman, Aikaterini Melliou, Peiwu Qin, Yang Li, Ercan Engin Kuruoglu. Predicting synesthetic experience from resting-state fMRI: a graph-based deep learning approach. 33rd European Signal Processing Conference (EUSIPCO), 2025.
11. Gul Ijaz, Zhong Xiaoyun, Xi Yuan, Raheem Muhammad Akmal, Ke Lin, Lu Chenying, Hui Junguo, Xia Shuiwei, Chen Minjiang, Xu Min, Lin Shen, Chen Zhenglin, Qin Peiwu, Yu Dongmei, Ji Jiansong. A CRISPR/Cas-based electrochemical biosensor for mpox wastewater epidemiology. Electrochimica Acta, 2025
12. Joongwon Chae, Zhenyu Wang, Duanpo Wu, Lian Zhang, Alexander Tuzikov, Magrupov Talat Madiyevich, Min Xu, Dongmei Yu, Peiwu Qin. Pre-operative T-stage discrimination in gallbladder cancer using machine learning and DeepSeek-R1. Frontiers in Oncology, 2025.
13. Yang Liu, Keming Zhao, Lihui Luo, Ziheng Zhang, Zhenghang Qian, Cenk Jiang, Zhicheng Du, Simin Deng, Chengming Yang, Duanpo Wu, Shuai Wang, Xingru Huang, Chenggang Yan, Yingting Zhu, Yehong Zhuo, Chunsheng Qu, Jiaqi Chen, Zhenqiang Huang, Chenying Lu, Minjiang Chen, Dongmei Yu, Jiantao Wang*, Peiwu Qin*, Jiansong Ji*. Diagnosing pathologic myopia by identifying morphologic patterns using ultra widefield images with deep learning. npj digital medicine, 2025.
14. Likun Zhang, Peiwu Qin*, Huazhang Ying, Zhicheng Du, Chenying Lu, Minjiang Chen, Liyan Lei, Ziwen Song, Jiaju Chen, Xi Yuan, Canhui Yang, Vijay Pandey, Can Yang Zhang, Dongmei Yu, Peisheng He, Liwei Lin, Wenbo Ding, Xinhui XIng, Chenggang Yan, Jiansong Ji, Zhenglin Chen*. A 3.55-μm ultrathin, skin-like mechanoresponsive, compliant, and seamless ionic conductive electrode for epidermal electrophysiological signal acquisition and depression detection. Exploration, 2025.
15. Chuhui Wang, Ziheng Zhang, Mu Zhang, Jiansong ji, Peiwu Qin*. Zebrafish fluorescence imaging platform based on Bessel light sheet illumination. Biomedical Optics Express, accepted, 2025.
16. Xinyu Zhang, Keyu Fan, Yiran Wang, Yingshan Liang, Jiasheng Lu, Zhicheng Du, Qingyang Shi, Peiwu Qin*. TAGMO: Temporal Control Audio Generation for Multiple Visual Objects without Training. IEEE International Conference on Acoustics, Speech and Signal Processing, 2025.
17. Xiaoyun Zhong; Ijaz Gul; Xi Yuan; Muhammad Akmal Raheem; Ke Lin; Chenying Lu; Junguo Hui; Shuiwei Xia; Minjiang Chen; Min Xu; Lin Shen; Zhenglin Chen; Chenggang Yan; Peiwu Qin*; Dongmei Yu*; Jiansong Ji*. CRISPR-powered and IoT-supported Portable Electrochemical Sensing System. Trends in Analytical Chemistry, In press, 2025.
18. Qingjin Fu*, Wei Zhang*, Xidie Liu, Yinna Liu, Zhengyang Lei, Mengtian Zhang, Haotian Qu, Xiao Xiao, Xiongwei Zhong, Zhexuan Liu, Peiwu Qin†, Jun Yang†, Guangmin Zhou†. Dynamic Imine Chemistry Enables Paintable Biogel Electrolytes to Shield On-Body Zinc-Ion Batteries from Interfacial Interference. Journal of the American Chemical Society, 2024.
19. Joongwon Chae, Zhenyu Wang, Peiwu Qin. SJTU: Spatial judgments in multimodal models towards unified segmentation through coordinate detection. ArXive, 2024.
20. Wen Liang, Peipei Ran, Mengchao Bai, Xiao Liu, P Bilha Githinji, Wei Zhao, Peiwu Qin. External Prompt Features Enhanced Parameter-Efficient Fine-Tuning for Salient Object Detection. International Conference on Pattern Recognition, 2024
21. Boyuan Peng, Jiaju Chen, P Bilha Githinji, Ijaz Gul, Qihui Ye, Minjiang Chen, Peiwu Qin, Xingru Huang, Chenggang Yan, Dongmei Yu, Jiansong Ji, Zhenglin Chen. Practical guidelines for cell segmentation models under optical aberrations in microscopy. Computational and Structural Biotechnology Journal, 2024
22. Yang Liu, Keming Zhao, Lihui Luo, Ziheng Zhang, Zhenghang Qian, Cenk Jiang, Zhicheng Du, Simin Deng, Chengming Yang, Duanpo Wu, Shuai Wang, Xingru Huang, Chenggang Yan, Yingting Zhu, Yehong Zhuo, Chunsheng Qu, Jiaqi Chen, Zhenqiang Huang, Chenying Lu, Minjiang Chen, Dongmei Yu, Jiantao Wang, Jiansong Ji, Peiwu Qin. Diagnosing Pathologic Myopia by Identifying Posterior Staphyloma and Myopic Maculopathy Using Ultra-Widefield Images with Deep Learning. npj digital medicine, 2025.
23. Yongsheng Li, Xiangwei Peng, Qingyou Mao, Mingjia Ma, Jiaqi Huang, Shuo Zhang, Shaojie Dong, Zhihui Zhou, Yue Lan, Yu Pan, Ruimou Xie, Peiwu Qin, Kehong Yuan. Intelligent Evaluation Method for Scoliosis at Home Using Back Photos Captured by Mobile Phones. Bioengineering, 2024.
24. Ijaz GUl, Muhammad Akmal Raheem, Xiaoyun Zhong, Xi Yuan, Jiansong Ji, Zhenglin Chen, Vijay Pandey, Peiwu Qin. ACE2-Based Catalytic Sensing System to Harness Antigen-Receptor Interaction for Potential Theranostic Applications. IEEE BioSensors Conference (BioSensors), 2024.
25. Tesfaye Wolde, Vipul Bhardwaj, Md Reyad-ul-Ferdous, Peiwu Qin, Vijay Pandey. The Integrated Bioinformatic Approach Reveals the Prognostic Significance of LRP1 Expression in Ovarian Cancer. International Journal of Molecular Sciences, 2024.
26. Muhammad Akmal Raheem, Muhammad Ajwad Rahim, Ijaz Gul, Md Reyad-ul-Ferdous, Can Yang Zhang, Dongmei Yu, Vijay Pandey, Ke Du, Runming Wang, Sanyang Han, Yuxing Han, Peiwu Qin. COVID-19: Post infection implications in different age groups, mechanism, diagnosis, effective prevention, treatment, and recommendations. Life Sciences, 2024.
27. Bo Peng, Ruoxi Wang, Wenlong Zuo, Haitao Liu, Chunshan Deng, Xiaoyuan Jing, Hongtao Hu, Weitan Zhao, Peiwu Qin, Lei Dai, Zuxin Chen, Yingli Zhang, Xin-an Liu. Distinct correlation network of clinical characteristics in suicide attempters having adolescent major depressive disorder with non-suicidal self-injury. Translational psychiatry, 2024.
28. Muhammad Hassan, Yan Wang, Di Wang, Pang Wei, Daixi Li, You Zhou, Dong Xu, Amin ur Rahman, Ahmed Ameen Fateh, Peiwu Qin. Deep learning model for human-intuitive shoeprint reconstruction. Expert Systems with Applications, 2024.
29. Zhicheng Du, Zhaotian Xie, Huazhang Ying, Likun Zhang, Peiwu Qin. Cognitive resilience: Unraveling the proficiency of image-captioning models to interpret masked visual content. ICLR, 2024
30. Zhicheng Du, Zhaotian Xie, Yan Tong, Peiwu Qin. LAMPER: LanguAge Model and Prompt EngineeRing for zero-shot time series classification, ICLR, 2024.
31. Dongliang Fan, Xi Yuan, Wenyu Wu, Renjie Zhu, Xin Yang, Yuxuan Liao, Yunteng Ma, Chufan Xiao, Cheng Chen, Changyue Liu, Hongqiang Wang†, Peiwu Qin†. Self-shrinking soft demoulding for complex high-aspect-ratio microchannels. Nature Communications, 2022.
32. Muhammad Hassan, Hao Zhang, Ahmed Ameen Fateh, Shuyue Ma, Wen Liang, Dingqi Shang, Jiaming Deng, Ziheng Zhang, Tsz Kwan Lam, Ming Xu, Qiming Huang, Dongmei Yu, Canyang Zhang, Zhou You, Wei Pang, Chengming Yang†, Peiwu Qin†. Retinal disease projection conditioning by biological traits. Complex & Intelligent Systems, 2023.
33. Jiaqi Yang, Zhiling Li, Qiongying Xu, Wenzong Liu, Shuhong Gao, Peiwu Qin, Zhenglin Chen, Aijie Wang. Towards carbon neutrality: Sustainable recycling and upcycling strategies and mechanisms for polyethylene terephthalate via biotic/abiotic pathways. Eco-Environment & Health, 2024
34. Chenyao Jianga†, Shiyao Zhaia†, Hengrui Song, Yuqing Ma, Yachen Fan, Yancheng Fang, Dongmei Yu, Canyang Zhang, Yong Liu, Jianbo Li*, and Peiwu Qin*. Object Detection for Caries or Pit and Fissure Sealing Requirement in Children’s First Permanent Molars. Computational Intelligence, 2024.
35. Qian He, Ijaz Gul; Xi Yuan; Chenying Lu; Junguo Hui; Shuiwei Xia; Minjiang Chen; Min Xu; Lin Shen; Zhenglin Chen; Chenggang Yan; Peiwu Qin. Unraveling the influence of CRISPR/Cas13a reaction components on enhancing trans-cleavage activity for ultrasensitive on-chip RNA detection. Microchimica Acta, 2024.
36. Muhammad Hassan, Ahmed Ameen Fateh, Jieqiong Lin, Yijiang Zhuang, Guisen Lin, Hairui Xiong, Zhou You, Peiwu Qin, Hongwu Zeng. Unfolding explainable AI for brain tumor segmentation. Neurocomputing, 2024.
37. Zhenglin Chen, Jiaqi Yang, Zhicheng Du, Jiansong Ji, Likun Zhang, Haifei Guan, Zhengyang Lei, Xiaopeng Zhang, Canhui Yang, Ying Zhu, Qianhui Sun, Lulu Xu, Ke Lin, Yuchen Wang, Chuhui Wang, Chong Zhang, Dongmei Yu*, Peiwu Qin*, Canyang Zhang*. A Conductive and Anti-Freezing Gelatin-PAA-based Organic Hydrogel (PC-OH) with High Adhesion and Self-Healing Activities for Wearable Electronics. Chemical Engineering Journal, 2024.
38. Ziyi Xu, Haihui Zhang, Yuan Huang, Hao Zhong, Peiwu Qin, Sibo Cheng, Yuenan Wang, Canhui Yang. Tough and Biocompatible Hydrogel Tissue Adhesives Entirely Based on Naturally Derived Ingredients. ACS Applied Polymer Materials, 2024.
39. Muhammad Akmal Raheem, Muhammad Ajwad Rahim, Ijaz Gul, Md Reyad-ul-Ferdous, Can Yang Zhang, Dongmei Yu, Vijay Pandey, Ke Du, Runming Wang, Sanyang Han, Yuxing Han, Peiwu Qin. COVID-19: Post infection implications in different age groups, mechanism, diagnosis, effective prevention, treatment, and recommendations. Life Sciences, 2024.
40. Jiaqi Yang, Zhiling Li, Qiongying Xu, Wenzong Liu, Shuhong Gao, Peiwu Qin, Zhenglin Chen, Aijie Wang. Towards carbon neutrality: Sustainable recycling and upcycling strategies and mechanisms for polyethylene terephthalate via biotic/abiotic pathways. Eco-Environment & Health, 2024.
41. Mohamed Bahri, Peiwu Qin. Environment applications of non-layered 2D materials, Elsevier Book Chapter, 2024.
42. Jigar N. Bandaria, Peiwu Qin, Veysel Berk, Steven Chu, Ahmet Yildiz. Shelterin protects chromosome ends by compacting telomeric chromatin. Cell, 164(3):735-746 (2016).
43. Guodong Tong, Artur Luzgin, Jun Xia, Liyan Xu, Hao Zhang, Chengkun Dong, Zhihai Wu, Jun Wu, Yichen Zhang, Peiwu Qin. Improved photoacoustic images via wavefront shaping modulation based on the scattering structure: retraction. Optics Express, 2023
44. Chuhui Wang, Ijaz Gul, Chenyao Jiang, Xiaoyun Zhong, Zhenglin Chen, Zhengyang Lei, Shuyue Ma, Tsz Kwan Lam, Donmei Yu, Peiwu Qin. Sparse deconvolution for background noise suppression with Total Variation regularization in light field microscopy. Optics Express, 2023.
45. Yao Lv, Shifei Huang, Jinhui Zhang, Guohuang Kang, Yanru Liu, Nanrui Li, Yinxuan Liang, Xiaoyun Zhong, Tianqi Jia, Yunfei Ouyang, Peiwu Qin, Feiyu Kang, Jiujun Zhang, Yidan Cao. Antimony Doping Enabled Radially Aligned Microstructure in LiNi0.91Co0.06Al0.03O2 Cathode for High-Voltage and Low-Temperature Lithium Battery, Advanced Functional Materials, 2024
46. Mohamed Bahri, Mohamed Amin Elaguech, Salem Nasraoui, Khouloud Djebbi, Olfa Kanoun, Peiwu Qin, Chaker Tlili, Deqiang Wang. Laser-Induced Graphene Electrodes for Highly Sensitive Detection of DNA Hybridization via Consecutive Cytosines (polyC)-DNA-based Electrochemical Biosensors. Microchemical Journal, 2022.
47. Qun Chen, Ijaz Gul, Changyue Liu, Zhengyang Lei, Xingyu Li, Muhammad Akmal Raheem, Qian He, Zhang Haihui, Edwin Leeansyah, Can Yang Zhang, Vijay Pandey, Ke Du, Peiwu Qin. CRISPR-Cas12-based field-deployable system for rapid detection of synthetic DNA sequence of the monkeypox virus genome. J Med Virology, 2022.
48. Mohamed Bahri, Dongmei Yu, Can Yang Zhang, Zhenglin Chen, Chengming Yang, Lyes Douadji, Peiwu Qin. Unleashing the potential of tungsten disulfide: Current trends in biosensing and nanomedicine applications. Heliyon, 2024.
49. Bahri, Mohamed, Fred J. Zina, Peiwu Qin*, Mohamad Sawan*. DNA-Coupled AuNPs@CuMOF for Sensitive Electrochemical Detection of Carcinoembryonic Antigen. ACS Applied Nano Materials, 2024.
50. Tesfaye Wolde, Jing Huang, Peng Huang, Vijay Pandey, Peiwu Qin. Depleted-MLH1 Expression Predicts Prognosis and Immunotherapeutic Efficacy in Uterine Corpus Endometrial Cancer: An In Silico Approach. BioMedInformatics, 2024.
51. Boyuan Peng, Jiaju Chen, P Bilha Githinji, Ijaz Gul, Qihui Ye, Minjiang Chen, Peiwu Qin, Xingru Huang, Chenggang Yan, Dongmei Yu, Jiansong Ji, Zhenglin Chen. Practical guidelines for cell segmentation models under optical aberrations in microscopy. Computational and Structural Biotechnology Journal, 2024.
52. Bilha Githinji, Lei Shao, Lin An, Hao Zhang, Fang Li, Li Dong, Lan Ma, Yuhan Dong, Yongbing Zhang, Wen B Wei, Peiwu Qin. Multidimensional Hypergraph on Delineated Retinal Features for Pathological Myopia Task. International Conference on Medical Image Computing and Computer-Assisted Intervention MICCAI, 2022.
53. Zhenglin Chen, Likun Zhang, Zhengyang Lei, Canhui Yang, Chufan Xiao, Lijin Lian, Xi Yuan, Gul Ijaz, Canyang Zhang, Jia’e Yang, Tsz Kwan Lam, Yunfeng He, Ping Zhang, Dongmei Yu and Peiwu Qin†. All-solid-state touch panel with highly high stretchablity, transparency, self-healing ability, and tolerance to wide range of temperature. Chemical Engineering Journal, 2022.
54. Qiangqiang He, Yaping Wei, Hehao Zhu, Yun Song, Ping Chen, Binyan Wang, Hanping Shi, Peiwu Qin. The Mediating Effect of the Choline/betaine Ratio on the Association between PEMT rs7946 and Digestive System Cancer: A Nested Case-Control Study in a Chinese Population. Current Developments in Nutrition, 2024.
55. Weihao Gao, Lei Shao, Fang Li, Li Dong, Chuan Zhang, Zhuo Deng, Peiwu Qin, Wenbin Wei, Lan Ma. Fundus Photograph-based Cataract Evaluation Network Using Deep Learning. Frontier in Physics, 2024.
56. Peiwu Qin*, Mahmut Parlak*, Cem Kuscu, Jigar Bandaria, Mustafa Mir, Karal Szlachta, Ritambhara Singh, Xavier Darzcap, Ahmet Yildiz† & Mazhar Adli†. Live cell imaging of low- and non-repetitive chromosome loci using CRISPR-Cas9. Nature Communications, 14725:1-8 (2017).
57. Yang Liu, Xiaoyun Zhong, Shiyao Zhai, Zhicheng Du, Zhenyuan Gao, Qiming Huang, Can Yang Zhang, Bin Jiang, Vijay Kumar Pandey, Sanyang Han, Runming Wang, Yuxing Han, Chuhui Wang, Peiwu Qin. Prompt-enhanced hierarchical transformer elevating cardiopulmonary resuscitation instruction via temporal action segmentation. Computers in Biology and Medicine, 2023.
58. Yanni Wang, Yue Zhou, Guohua Li, Peiwu Qin, Jiesi Wang, Ling Qi, Linling Li, Yang Wang, Jianhong Wang, Junchang Li, Zhen Liang, Yongjie Zhou. Executive functions in non-suicidal self-injury comorbid first-episode and drug-naïve depression among adolescents. Psychiatry research, 2023.
59. Zhengyang Lei, Lijin Lian, Likun Zhang, Changyue Liu, Shiyao Zhai, Xi Yuan, Jiazhang Wei, Hong Liu, Ying Liu, Zhicheng Du, Ijaz Gul, Haihui Zhang, Zhifeng Qin, Shaoling Zeng, Peng Jia, Ke Du, Lin Deng, Dongmei Yu, Qian He, Peiwu Qin. Detection of Frog Virus 3 by Integrating RPA-CRISPR/Cas12a-SPM with Deep Learning. ACS Omega, 2023.
60. Zina Fredj, Baljit Singh, Mohamed Bahri, Peiwu Qin, Mohamad Sawan. Enzymatic Electrochemical Biosensors for Neurotransmitters Detection: Recent Achievements and Trends. Chemsensors, 2023.
61. Guodong Tong, Jun Xia, Liyan Xu, Chengkun Dong, Zhihai Wu, Hao Zhang, Wenqi Wang, Jun Wu, Peiwu Qin. Multidirectional motion control of microparticles by a focused vortex laser beam in air. Optik, 2023.
62. Muhammad Akmal Raheem, Muhammad Ajwad Rahim, Ijaz Gul, Xiaoyun Zhong, Chufan Xiao, Haihui Zhang, Jiazhang Wei, Qian He , Muhammad Hassan, Can Yang Zhang, Dongmei Yu, Vijay Pandey, Ke Du, Runming Wang, Sanyang Han, Yuxing Han, Peiwu Qin. Advances in nanoparticles-based approaches in cancer theranostics. OpenNano, 2023.
63. Hongmei Xu, Weihao Sun, Haihui Zhang, Xu Fang, Peiwu Qin, Jianyong Huang, Jing Fang, Chunyang Xiong. Purse-string contraction guides mechanical gradient-dictated heterogeneous migration of epithelial monolayer. Acta Biomaterialia, 2023.
64. Jieying Guan, Yingting Zhu, Qiuyue Hu, Shuyue Ma, Jingfeng Mu, Zhidong Li, Dong Fang, Xiaohua Zhuo, Haifei Guan, Qianhui Sun, Lin An, Shaochong Zhang, Peiwu Qin†, Yehong Zhuo†. Prevalence Patterns and Onset Prediction of High Myopia for Children and Adolescents in Southern China via Real-World Screening Data: Retrospective School-Based Study. Journal of Medical Internet Research, 2023.
65. Jujun jiang, Ashok Veeraraghavan, Jiuyang Dong, Xiu Li, Peiwu Qin, Yongbing Zhang. Lateral-Axis Stack Super-Resolution for Fast Confocal Microscopy. Optics continuum, 2023.
66. Haifei Guan, Ijaz Gul, Chufan Xiao, Shuyue Ma, Yingshan Liang, Dongmei Yu, Ying Liu, Hong Liu, Can Yang Zhang, Juan Li, Peiwu Qin. Emergence, phylogeography, and adaptive evolution of mpox virus. New Microbes and New Infections, 2023.
67. Yidan Cao Guohuang Kang, Geng Zhong, Jiabin Ma, Rui Yin, Kangning Cai, Tianqi Jia, Xiaolong Ren, Kuang Yu, Peiwu Qin, Zhen Chen, Feiyu Kang. Weakly solvated EC-free linear alkyl carbonate electrolytes for Ni-rich cathode in rechargeable lithium battery. iScience, 2022.
68. Yang Liu†, Lijin Lian†, Ersi Zhang, Lulu Xu, Chufan Xiao, Xiaoyun Zhong, Fang Li, Bin Jiang, Yuhan Dong, Lan Ma, Qiming Huang, Ming Xu, Yongbing Zhang, Dongmei Yu, Chenggang Yan, Peiwu Qin. Mixed-UNet: Refined class activation mapping for weakly-supervised semantic segmentation with multi-scale inference. Frontiers in Computer Sciences, 2022.
69. Ijaz Gul, Shiyao Zhai, Xiaoyun Zhong, Qun Chen, Xi Yuan, Zhicheng Du, Chen Zhenglin, Dongmei Yu, Peiwu Qin. Angiotensin-converting enzyme 2-based biosensing modalities and devices for coronavirus detection. Biosensors, 2022.
70. Likun Zhang, Zhengyang Lei, Zhicheng Du, Muhammad Hassan, Xi Yuan, Chenyao Jiang, Ijaz Gul, Shiyao Zhai, Xiaoyun Zhong, Lulu Xu, Changyue Liu, Vijay Pandey, Canyang Zhang, Xinhui Xing, Dongmei Yu, Qian He, Peiwu Qin. AI-Boosted CRISPR-Cas13a and Total Internal Reflection Fluorescence Microscopy System for SARS-CoV-2 Detection. Frontiers in Sensors, 2022.
71. Ruitao Zhang, Xueying Han, Zhengyang lei, Chenyao Jiang, Ijaz Gul, Qiuyue Hu, Shiyao Zhai, Hong Liu, Lijin Lian, Ying Liu, Yongbing Zhang, Yuhan Dong, Canyang Zhang, Tsz Kwan Lam, Yuxing Han, Dongmei Yu, Jin Zhou, Peiwu Qin. RCMNet: A deep learning model assists CAR-T therapy for leukemia. Computer in Biology and Medicine, 2022.
72. Ijaz Gul, Changyue Liu, Xi Yuan, Zhicheng Du, Shiyao Zhai, Zhengyang Lei, Qun Chen, Muhammad Akmal Raheem, Qian He, Qiuyue Hu, Chufan Xiao, Zhang Haihui, Runming Wang, Sanyang Han, Ke Du, Dongmei Yu, Can Yang Zhang, Peiwu Qin. Current and Perspective Sensing Methods for Monkeypox Virus. Bioengineering, 2022.
73. Fei Han, Muhammad Yaaseen Gulam, Nurul Syuhada Zulhaimi, Yichao Zheng, Wan Rong Sia, Leila Hadadi, Zhenyu Liu, Peiwu Qin, Peter E Lobie, Adeeba Kamarulzaman, Lin-Fa Wang, Johan K Sandberg, Sharon R Lewin, Reena Rajasuriar, Edwin Leeansyah. IL7RA single nucleotide polymorphisms are associated with the size and function of the MAIT cell population in treated HIV-1 infection. Frontiers in Immunology, 2022.
74. Vijay Pandey, Vipul Bhardwaj, Arundhiti Sharma, Snijesh Valiya Parambath, Ijaz Gul, Xi Zhang, Peter E. Lobie, Peiwu Qin†. Machine Learning for Endometrial Cancer Prediction and Prognostication. Frontier in Oncology, 2022.
75. Junyu Liu, Xiaobin Li, Xiaopeng Zhang, Runming Wang, Sanyang Han, Peiwu Qin, Xin-Hui Xing, Canyang Zhang. Gut lumen-targeted oral delivery system for bioactive agents to regulate gut microbiome. Journal of Future Foods, 2022.
76. Yujuan Huang, Masamitsu Kanada, Jiaxiang Ye, Yayan Deng, Qian He, Zhengyang Lei, Yong Chen, Yongqiang Li, Peiwu Qin, Jinyan Zhang, Jiazhang Wei. Exosome-mediated remodeling of the tumor microenvironment: From local to distant intercellular communication, Cancer Letters, 215796 (2022).
77. Fang Li, Yang Shen, Qun Chen, Xingyu Li, Hongnan Yang, Canyang Zhang, Jinjun Lin, Zhicheng Du, Chenyao Jiang, Chengming Yang, Dongmei Yu, Peiwu Qin†. Therapeutic effect of ketogenic diet treatment on type 2 diabetes, Journal of Future Foods, 2:2 177-183 (2022).
78. Guodong Tong, Artur Luzgin, Jun Xia, Liyan Xu, Hao Zhang, Chengkun Dong, Zhihai Wu, Jun Wu, Yichen Zhang, Peiwu Qin. Improved photoacoustic images via wavefront shaping modulation based on the scattering structure. Optics Express, 30:20, 36489-36499 (2022).
79. Z Wu, P Zhang, H Zhang, X Li, Y He, P Qin, C Yang. Tough porous nanocomposite hydrogel for water treatment. Journal of Hazardous Materials, 126754, (2022).
80. Qun Chen, Fang Li, Xiaobing Zuo, Jin Chen, Peiwu Qin, Chuhui Wang, Jin Xu, Danyu Yang, Baogang Xing, Ying Liu, Peng Jia, Linling Li, Chengming Yang, Dongmei Yu, Reversible domain closure modulates GlnBP ligand binding affinity. Plos One, 17:4, 1-12(2022).
81. Kenneth Hass, Zhiheng Xu, Huan Hu, Bo Yao, Xi Yuan, Chuhui Wang, Peiwu Qin, Ke Du, Recent advances in nucleic acid analysis and detection with microfluidic and nanofludics. Multidiscilinary Microfludics and nanofludic Lab-On-a-Chip, 199-233(2021).
82. Yui Lo, Qinglan Shan, Jie Xu, Lei Shao, Li Dong, Peiwu Qin, Yuhan Dong, VRBT: a non-pharmacological VR approach towards hypertension. Proceedings of the 27th ACM symposium on Virtual Reality software and technology (2021).
83. Cheng Yu, Qinglan Shan, Zhide Li, Peiwu Qin, Yuhan Dong, Qinggan Zeng, Zhenhai Chu, A joint SSA and CNN algorithm to remove EMG artifacts from single channel EEG. 14th International conference on Image and Signal Processing, Biomedical Engineering and Informatics (CIS-BMEI, 2021).
84. Zhide Li, Ken Cheng, Peiwu Qin, Yuhan Dong, Chengming Yang, Xuefeng Jiang, Retinal OCT image classification based on domain adaptation convolutional neural networks. 14th International conference on Image and Signal Processing, Biomedical Engineering and Informatics (CIS-BMEI, 2021).
85. Yui Lo, Lili Qu, Chaoying Li, Chengming Yang, Peiwu Qin, Yuhan Dong, AML-Net: a preliminary screening model for mild hypertension. 14th International conference on Image and Signal Processing, Biomedical Engineering and Informatics (CIS-BMEI, 2021).
86. Mengdi Bao*, Qun Chen, Zhiheng Xu, Erik C Jensen, Changyue Liu, Jacob T Waitkus, Xi Yuan, Qian He, Peiwu Qin†, Ke Du†. Challenges and Opportunities for Clustered Regularly Interspaced Short Palindromic Repeats Based Molecular Biosensing, ACS Sensors, 6(7), 2497-2522 (2021).
87. Qian He*, Qun Chen*, Fang Li, Xi Yuan, Chuhui Wang, Changyue Liu, Lidan Xu, Xiaoyun Zhong, Jiazhang Wei, Vijay Pandey, Dongmei Yu, Yuhan Dong, Yongbing Zhang, Lin Deng, Ke Du, Peiwu Qin†. Amplification-free detection of viral RNA by super resolution imaging-based CRISPR/Cas13a System. BioRxiv, 2021.
88. Wenjun Pu, Haihui Zhang, Peiwu Qin†, Lin Deng†. Nuclear envelope integrity, DNA replication, damage repair and genome instability. Genome instability & diseases. 2, 102-114 (2021).
89. Xi Chen, Xi Yuan, Shaowei Jiang, Guoan Zheng, Peiwu Qin, Xiangyang Ji, Yongbing Zhang. Accelerated Phase Shifting for Structured Illumination Microscopy based on Deep Learning. IEEE Transactions on Computational Imaging, 2011.
90. Yifeng Xie, Hongnan Yang, Xi Yuan, Qian He, Ruitao Zhang, Qianyun Zhu, Zhenhai Chu, Chengming Yang, Peiwu Qin†, Chenggang Yan†. Stroke prediction from electrocardiograms by deep neural network. Multimedia Tools and Applications, DOI 10.1007/s11042-020-10043-z (2020).
91. Kenneth N. Hass, Mengdi Bao, Qian He, Meyongkee Park, Peiwu Qin, Ke Du. Integrated Micropillar Polydimethylsiloxane Accurate CRISPR Detection (IMPACT) system for rapid viral DNA sensing. ACS Omega, 2020.
92. Xi Yuan, Chengming Yang, Qian He, Junhu Chen, Dongmei Yu, Jie Li, Shiyao Zhai, Zhifeng Qin, Ke Du, Zhenhai Chu, Peiwu Qin†. Current and perspective diagnostics for COVID-19. ACS Infectious Diseases, 6(8): 1998-2016 (2020).
93. Chuhui Wang*, Peiwu Qin*, Donghong Lv, Jiachen Wan, Shuqing Sun, Hui Ma. Characterization of anisotropy of the porous anodic alumina by the Mueller matrix imaging method. Optics Express, 28(5): 6740-6754 (2020).
94. Qian He*, Dongmei Yu*, Mengdi Bao, Grant Korensky, Juhong Chen, Mingyeong, Juwon Kim, Myeongkee Park, Peiwu Qin†, Ke Du†. High-throughput and all-solution phase African Swine Fever Virus (ASFV) detection using CRISP-Cas12a and fluorescence based point-of-care system. Biosensors and Bioelectronics, 154(112068):1-8 (2020).
95. Xinye Chen, Abbi Miller, Shengting Cao, Jie Zhang, Qian He, Ruo-Qian Wang, Xin Yong, Peiwu Qin, Blanca H. Lapizco-Encinas, Ke Du. Rapid Escherichia Coli trapping and retrieval from bodily fluids via a three-dimensional bead-stacked nanodevice, ACS Appl. Mater. Interfaces, 12:7888-7806 (2020).
96. Qian He*, Dongmei Yu*, Mengdi Bao, Grant Korensky, Juhong Chen, Mingyeong, Juwon Kim, Myeongkee Park, Peiwu Qin†, Ke Du†. High-throughput and all-solution phase African Swine Fever Virus (ASFV) detection using CRISP-Cas12a and fluorescence based point-of-care system. BioRxiv, 2019.
97. Xinye Chen, Abbi miller, Shengting Cao, Yu Gan, Jie Zhang, Qian He, Ruo-Qian Wang, Xin Yong, Peiwu Qin, Blanca Lapizco-Encinas, Ke Du. Efficient Escherichia coli (E. Coli) Trapping and Retrieval from Bodily Fluids via a Three-Dimensional (3D) Microbeads Stacked Nano-Device. ChemRxiv, 2019.
98. Qian He, Mengdi Bao, Kenneth Hass, Wenxia Lin, Peiwu Qin†, Ke Du†. Perspective of molecular diagnosis in healthcare: from barcode to pattern recognition. Diagnostics 9(3), 75:1-8 (2019).
99. Peiwu Qin*, Myeongkee Park*, Kendra Alfson, Manasi Tamhankar, Ricardo Carrion, Jean Patterson, Anthony Griffiths, Qian He, Ahmet Yildiz†, Richard Matheis†, Ke Du†. Rapid and fully microfluidic Ebola Virus Detection with CRISPR-Cas13a. ACS sensor, 4, 1048-1054(2019).
100. Yongbing Zhang, Lixin Chen, Chenggang Yan, Peiwu Qin, Xiangyang Ji, Qionghao Dai. Weighted Convolutional Motion-Compensated Frame Rate Up-Conversion Using Deep Residual Network. IEEE Transactions on Circuits and Systems for Video Technology, pp.1-1.10.1109/TCSVT.2018.2885564.
101. Dongmei Yu, Peiwu Qin, Peter Cornish. Single molecule studies of RNA-RNA interactions. Methods in Molecular Biology, Book Chapter, 2014, Spinger.
102. Peiwu Qin, Dongmei Yu, Xiaobing Zuo, Peter V. Cornish. Structured RNA induces the ribosome into a hyper rotated state. EMBO Report, 12(2):185-190 (2014).
103. Peter Cornish, Peiwu Qin, Dongmei Yu. Unraveling the mystery of ribosome induced RNA unfolding. Biophysical Journal, 106(2):239a (2014).
104. Dongmei Yu, Peiwu Qin, Peter Cornish. Influence of downstream DNA/RNA structure on intersubunit rotation of the ribosome. Biophysical Journal, 106(2):491a (2014)
105. Peiwu Qin, Mahmut Parlak, Jigar Bandaria, Ahmet Yildiz, Adli Mazhar. Muticolor labeling and imaging nuclear organization of native chromatin loci with type II CRISPR/Cas9 system in living cells. Molecular Biology of the Cell, 27(2016).
106. Jianhua Lv, Tie Yang, Haixia Yang, Zhiwei Li, Peiwu Qin, Xiling Zhang, Xiaoliang Liang, Jiayin Li, Quan Chen. Identification of myb genes in Euplotes adediculatus may indicate an early evolutionary process. Gene, 530(2): 266-72 (2013).
107. Dongmei Yu, Chao Zhang, Han Wang, Peiwu Qin†. Characterization of the weak calcium binding of trimeric globular adiponectin. Cell Biochemistry and Function, 31(4):338-343 (2013).
108. Dongmei Yu, Chao Zhang, Han Wang, Peiwu Qin, Peter V. Cornish, and Dong Xu. RNA-protein distance pattern reveal the mechanism of translational attenuation. Science China life Sciences, 57(11):1131-1139 (2014).
109. Sarma V.S. Akella, Asokan Anbanandam, Allek Kelm, Ritcha Mehra-Chaudhary, Yirui Wei, Peiwu Qin, Yingying Lee, Mark V. Berjanskii, Jacob A. Mick, Lesa Jean Beamer, and Steven R. Van Doren. Solution NMR of 1 463-residue phosphohexomutase: domain 4 motility, substrates, and Phosphoryl transfer defect. Biochemistry, 51(3):807-819 (2012).
*Equal contribution, †Corresponding author
◆成果奖励
1. 人工智能优秀指导教师，第二十七届中国机器人及人工智能大赛，2025
2. 智能仿生蜂巢复眼计算视觉系统研究与应用，中国发明协会一等奖，2023，排名第5
3. 基于机器人与人工智能的青少年心理近视健康，清华大学概念验证优秀项目奖，2023
◆参编专著：
1.《中医基础理论》，主编，清华大学出版社, 2023.
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