孫金燕 副教授
學(xué)歷學(xué)位：博士研究生,，博士學(xué)位
導(dǎo)師類別：碩士生導(dǎo)師
研究方向：采用機(jī)器學(xué)習(xí)和深度學(xué)習(xí)用于腦卒中和精神疾病的智能評估與康復(fù)
聯(lián)系方式：393427294@qq.om, 18900820528
學(xué)習(xí)與工作經(jīng)歷
主要學(xué)習(xí)經(jīng)歷：
1、2004.09-2008.06
山東大學(xué) 生物醫(yī)學(xué)工程 學(xué)士
2,、2008.09-2013.06
華中科技大學(xué) 生物醫(yī)學(xué)工程 博士（碩博連讀）
工作經(jīng)歷：
1,、2013.07-2018.06
廣東醫(yī)科大學(xué)講師
2、2018.07-2022.06
佛山科學(xué)技術(shù)學(xué)院講師
3,、2022.06-今
佛山科學(xué)技術(shù)學(xué)院副教授
科研項(xiàng)目
主持：
（1）教育部,，教育部產(chǎn)學(xué)合作協(xié)同育人項(xiàng)目，230803257282646,，《多源信息融合識別抑郁癥》的實(shí)踐項(xiàng)目建設(shè),，2023.08-2024.08，5萬元,，主持，在研
（2）國家自然科學(xué)基金委員會,青年項(xiàng)目,，32000980,，基于縱向靜息態(tài)腦網(wǎng)絡(luò)的tDCS調(diào)控腦卒中運(yùn)動恢復(fù)機(jī)制及效果預(yù)測研究，2021.01-2023.12,，24萬元,，在研,，主持
（3）廣東省自然科學(xué)基金委，粵佛聯(lián)合基金–地區(qū)培育項(xiàng)目,，2022A1515140142,，同步NIRS-EEG對腦卒中后肢體障礙的智能評估及神經(jīng)康復(fù)方法研究，2022.10-2025.09,，30萬元,，在研，主持
（4）廣東省自然科學(xué)基金委,，粵佛聯(lián)合基金–青年項(xiàng)目,，2019A1515110427，基于功能近紅外光譜術(shù)對經(jīng)顱磁刺激治療抑郁障礙的腦網(wǎng)絡(luò)機(jī)制研究,，2020.1-2022.12,，10萬元，已結(jié)題,，主持
（5）廣東省教育廳,，廣東省普通高校特色創(chuàng)新項(xiàng)目，2018KTSCX246,，柔性體內(nèi)植入生物傳感器研制,，2019.6-2022.5，6萬元,，已結(jié)題,，主持
參與：
（1）國家科技部，重點(diǎn)研發(fā)計(jì)劃項(xiàng)目,，2020YFC2004300,，肢體運(yùn)動功能障礙康復(fù)訓(xùn)練系統(tǒng)研制及訓(xùn)練模式研究，2020.07-2023.06,，544萬元,，已結(jié)題，參與
（2）廣東省教育廳,，廣東省普通高校重點(diǎn)實(shí)驗(yàn)室,，2020KSYS001，智慧康復(fù)技術(shù)與裝備重點(diǎn)實(shí)驗(yàn)室,，2020.1-2023.12,，70萬元，在研,，參與
（3）廣東省自然科學(xué)基金委,，粵佛聯(lián)合基金–重點(diǎn)項(xiàng)目，2020B1515120014，光健康技術(shù)的神經(jīng)機(jī)制及其在睡眠醫(yī)學(xué)中的精準(zhǔn)應(yīng)用,，2020.10-2023.09,，100萬元，在研,，參與
（4）國家自然科學(xué)基金委員會,面上項(xiàng)目,，82171533，基于神經(jīng)振蕩–外界節(jié)律同步化的老年抑郁癥負(fù)向注意偏向機(jī)制研究及iTBS調(diào)控,，2022.01-2024.12,，54萬元，在研,，參與
論文成果
[1] Richong Pang#, Haojun Sang#, Li Yi, Chenyang Gao, Hongkai Xu, Yanzhao Wei*, Lei Zhang*, Jinyan Sun*, Working memory load recognition with deep learning time series classification. Biomedical Optics Express, 2024.（SCI,，中科院二區(qū)）
[2] Guangjian Shao, Gongcheng Xu, Congcong Huo, Zichao Nie, Yizheng Zhang, Li Yi, Dongyang Wang, Zhiyong Shao, Shanfan Weng*, Jinyan Sun*, and Zengyong Li*, Effect of the VR-guided grasping task on the brain functional network. Biomedical Optics Express, 2024, 15(1): 77-94.（SCI，中科院二區(qū)）
[3] Li Yi#, Guojun Xie#, Zhihao Li#, Xiaoling Li, Yizheng Zhang, Kai Wu, Guangjian Shao, Biliang Lv, Huan Jing, Chunguo Zhang, Wengting Liang, Jinyan Sun*, Zhifeng Hao*, Jiaquan Liang*, Automatic depression diagnosis through hybrid EEG and near-infrared spectroscopy features using support vector machine, Frontiers in Neuroscience, 2023, 17: 1205931 (SCI, 中科院二區(qū)top)
[4] Yizheng Zhang#, Dan Wang#, Dongyang Wang, Kecheng Yan, Li Yi, Shuoshu Lin, Guangjian Shao, Zhiyong Shao, Jinyan Sun*, Aoran Yang*, Motor network reorganization in stroke patients with dyskinesias during a shoulder-touching task: A fNIRS study, Journal of Innovative Optical Health Sciences, 2023, 2340003 (SCI, 中科院三區(qū))
[5] Jianbin Liang#, Minjie Bian#, Hucheng Chen#, Kecheng Yan, Zhihao Li, Yanmei Qin, Dongyang Wang, Chunjie Zhu, Wenzhu Huang, Li Yi, Jinyan Sun*, Yurong Mao*, Zhifeng Hao*, Gradient Boosting DD-MLP Net: An ensemble learning model using near-infrared spectroscopy to classify after-stroke dyskinesia degree during exercise, Journal of Biophotonics, 2023 (SCI, 中科院二區(qū))
[6] Shuoshu Lin#, Dan Wang#, Haojun Sang#, Hongjun Xiao, Kecheng Yan, Dongyang Wang, Yizheng Zhang, Li Yi, Guangjian Shao, Zhiyong Shao, Aoran Yang*, Lei Zhang*, Jinyan Sun*, Predicting post-stroke dyskinesia with resting-state functional connectivity in the motor network, Neurophotonics, 2023, 10(2): 025001 (SCI, 中科院二區(qū))
[7] Dan Wang, Jie Wang, Hongbo Zhao, Yahui Liang, Wenyue Zhang, Mingxi Li, Hua Liu, Di Hu, Sibin Zhang, Enlong Xing, Ying Su, Wanchen Yu, Jinyan Sun*, Aoran Yang*, The relationship between the prefrontal cortex and limb motor function in stroke: A study based on resting-state functional near-infrared spectroscopy, Brain Research, 2023 (SCI,，中科院三區(qū))
[8] Hucheng Chen#, Jianbin Liang#, Wenzhu Huang, Anping Yang, Richong Pang, Chaochao Zhao, Kai Wu, Chong Wang, Kecheng Yan, Yizheng Zhang, Shuoshu Lin, Yuanrong Xie, Yuxiang Wu*, Jinyan Sun*, Age-related difference in muscle metabolism patterns during upper limb's encircling exercise: a near-infrared spectroscopy study, Biomedical Optics Express, 2022, 13(9): 4737-4751 (SCI, 中科院二區(qū)Top)
[9] Richong Pang#, Dan Wang#, Tara Scarlette Rosalyn Chen#, Anping Yang, Li Yi, Sisi Chen, Jie Wang, Kai Wu, Chaochao Zhao, Hua Liu, Yilong Ai*, Aoran Yang*, Jinyan Sun*, Reorganization of prefrontal network in stroke patients with dyskinesias: evidence from resting-state functional near-infrared spectroscopy, Journal of Biophotonics, 2022, 15 (7): e202200014 (SCI,，中科院二區(qū))
[10] Jinyan Sun*, Richong Pang, Sisi Chen, Hucheng Chen, Yuanrong Xie, Dandan Chen, Kai Wu, Jianbin Liang, Kecheng Yan, Zhifeng Hao*, Near-infrared spectroscopy as a promising tool in stroke: current applications and future perspectives, J Innov Opt Health Sci, 2021，14(6): 2130006 (SCI,，中科院三區(qū))
[11] Jinyan Sun#*, Dan Wang#, Richong Pang, Sisi Chen, Hua Liu, Jie Wang, Yuting Zhang, Congxiao Wang, and Aoran Yang, The behavioral significance of resting state network after stroke: a study via graph theory analysis with near-infrared spectroscopy. Medicine in Novel Technology and Devices, 2021, 11:100083
[12] Jinyan Sun#, Anping Yang#, Chaochao Zhao#, Fang Liu, Zhou Li*, Recent Progress of Nanogenerators Acting as Biomedical Sensors in vivo, Sci Bull, 2019, 64:1336–1347 (SCI,，中科院一區(qū)Top)
[13] Jinyan Sun, Fang Liu, Haixian Wang, Anping Yang, Chenyang Gao, Zhicong Li, Xiangning Li*, Connectivity properties in the prefrontal cortex during working memory: A near-infrared spectroscopy study, J Biomed Opt, 2019, 24(5): 051410 (SCI)
[14] Jinyan Sun*, Linshang Rao, Chenyang Gao, Extracting heartrate from optical signal of functional near-infrared spectroscopy based on mathematical morphology, J Innov Opt Health Sci, 2018, 11(3): 1850010. (SCI)
[15] Jinyan Sun, Bailei Sun, Lei Zhang, Qingming Luo, Hui Gong*, Correlation between hemodynamic and electrophysiological signals dissociates neural correlates of conflict detection and resolution in a Stroop task: a simultaneous near-infrared spectroscopy and event-related potential study, J Biomed Opt, 2013, 18(9):096014. (SCI)
[16] Lei Zhang#, Jinyan Sun#, Bailei Sun, Chenyang Gao, and Hui Gong*, detecting bilateral functional connectivity in the prefrontal cortex during a Stroop task by near-infrared spectroscopy. J Innov Opt Health Sci, 2013, 6(4): 1350031. (SCI)
[17] Jinyan Sun, Bailei Sun, Bangde Wang, Hui Gong*, The processing bias for threatening cues revealed by event-related potential and event-related oscillation analyses, Neuroscience, 2012, 203:91-98. (SCI)
專利成果
授權(quán)專利：
1、發(fā)明專利,，202111220079.5,，一種基于肌氧反饋信息的康復(fù)訓(xùn)練評估方法及系統(tǒng)：梁健彬、孫金燕,、郝志峰,、陳虎城、楊安平
2,、發(fā)明專利,，20221129847.7，一種肢體功能障礙的多模態(tài)自適應(yīng)評估系統(tǒng)及方法：孫金燕,、張一正,、王丹、楊安平,、楊傲然
獲獎情況
[1] 肢體運(yùn)動功能障礙康復(fù)訓(xùn)練系統(tǒng)研發(fā)與應(yīng)用示范,，2023年度廣東省測量控制與儀器儀表科學(xué)技術(shù)獎特等獎，排名第二
[2] 阿爾茨海默病早期預(yù)警與診斷系統(tǒng)研發(fā)及應(yīng)用,，2020年度廣東省科學(xué)技術(shù)進(jìn)步獎二等獎,，排名第七
[3] 阿爾茨海默病早期預(yù)警與診斷系統(tǒng)研發(fā)及應(yīng)用，2020年度中國儀器儀表學(xué)會科學(xué)技術(shù)進(jìn)步獎二等獎,，排名第七
[4] 第五屆“泰迪杯”數(shù)據(jù)分析技能賽本科及以上組一等獎,，2022年12月14日，指導(dǎo)老師
[5] 第六屆“泰迪杯”數(shù)據(jù)分析技能賽本科及以上組二等獎，2023年12月8日,，指導(dǎo)老師
[6] 佛山科學(xué)技術(shù)學(xué)院優(yōu)秀教師，2023年
軟著
[1] 功能近紅外光譜術(shù)分析軟件V1.0,，2021SR0518165
[2] 功能近紅外光譜術(shù)分析軟件V2.0,，2021SR1267818
[3] 近紅外腦氧在線采集分析軟件V1.0，2022SR0139728
[4] 近紅外腦氧采集分析軟件V2.0,，2023SR0404849
[5] 近紅外肌氧在線采集分析軟件v1.0,，2022SR0431479
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