个人简介
Hey，我是张晶，来自中国内蒙古乌海市，是一名博士，所学专业为计算机科学与技术，我的研究方向是基于深度学习的医学图像分析。
工作经历
教育经历
- 2018年10月-2022年4月，法国国立鲁昂应用科学学院，LITIS实验室，计算机科学与技术专业，工学博士
- 研究方向：计算机视觉；医学图像分析；深度学习
- 毕业论文：Biomarker estimation from medical images: segmentation-based and segmentation-free approaches，论文，PPT，视频
- 导师：Caroline Petitjean, Samia Ainouz
- 2018年3月-2018年6月，上海外国语大学，法语培训，TEF考试B1层次(卷面成绩，不代表真实水平)；
- 指定教材：走遍法国
- 法语老师：Monsieur 王，Madam 高，外教 Boris
- 2015年9月-2018年6月，西北农林科技大学，信息工程学院，计算机科学与技术专业，工学硕士
- 2011年8月-2015年6月，西北农林科技大学，信息工程学院，信息管理与信息系统专业，工学学士
学术活动
- 2024年10月10日，MICCAI2024-DIAMOND 竞赛，视频，证书
- 2024年10月10日，MICCAI2024-MARIO 竞赛 2个任务中综合排名第7，视频，证书
- 2024年5月30日，ISBI2024-JustRAIGS 竞赛 2个任务中综合排名第8，证书
- 2023年10月15日，MICCAI-MMAC2023 竞赛 三个任务中获得第6, 2, 1名. PPT，证书1， 证书2
- 2023年4月25日，Gate Scientific Meeting 2023，克拉科夫，波兰
- 2023年4月18日，ISBI2023竞赛 APIS Challenge 获得第四名，PPT，证书
- 2022年5月22日，中文线上研讨会，可解释的人工智能，PPT
- 2022年4月6日，博士论文答辩，News，鲁昂，法国
- 2020年11月30日，LITIS QUANTIF团队学术研讨会，PPT，鲁昂，法国
- 2020年11月28日，中文线上学术交流，PPT
- 2020年9月26日，中文线上学术交流，PPT
- 2020年10月，MICCAI2020 线上会议，PPT，视频
- 2020年6月，MIDL2020 线上会议，PPT，视频，Teaser
- 2020年4月，ISBI2020 线上会议，PPT，视频
- 2019年7月，博士生日，PPT，Le Havre，法国
- 2019年4月，基于深度学习的医学影像春令营，总结，里昂，法国
- 2017年11月，日本樱花科技项目，岩手大学，日本
- 2017年7月，ICIA2017智能农业国际学术会议，长春，吉林，中国
- 2016年6月，陕西省第三届研究生电子设计竞赛三等奖，西安，陕西，中国
学术成果
- 2024 Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction).
code - 2022 Segmentation-Based vs. Regression-Based Biomarker Estimation: A Case Study of Fetus Head Circumference Assessment from Ultrasound Images.
code - 2020 Explainability for Regression CNN in Fetal Head Circumference Estimation from Ultrasound Images.
code - 2020 Direct estimation of fetal head circumference from ultrasound images based on regression CNN.
code - 2020 Kappa Loss for Skin Lesion Segmentation in Fully Convolutional Network.
code - 2019 (中文) Research of Illumination Distribution of Digital Plant Canopy Based on Ray Tracing.
code - 2019 (中文) Key techniques of L-system parallelization.
- 2019 (中文) Illumination Distribution Model of Apple Tree Canopy Based on Random Forest Regression Algorithm.
技术报告
Who am I?
Hi, I am Jing, coming from Wuhai, Inner Mongolia, China. I’m PhD from LITIS, INSA Rouen, France. I previously studied in at NWAFU, China. Now I am studying Medical Image Analysis using Deep Learning.
Work
- Oct. 2022 - Now: Brest, Bretagne, France
Education
- Oct. 2018-Apr. 2022, INSA Rouen, LITIS lab, Computer Science, PhD
- Research area: Computer vision; Medical image analysis; Deep learning
- Thesis: Biomarker estimation from medical images: segmentation-based and segmentation-free approaches, Thesis, Slides, Video
- Supervisors: Caroline Petitjean, Samia Ainouz
- Mar. 2018-Jun. 2018, SISU, French training, TEF: B1 level (Paper scores, do not represent the true level)
- Designated textbook: Reflets
- Teachers: Monsieur Wang, Madam Gao, Foreigner teacher: Boris
- Sep. 2015-Jun. 2018, NWAFU, CIE, Computer Science, M.Sc.
- Research area: Computer Graphics; Plant point cloud processing; Ray tracing
- Thesis: Research on key techniques of illumination model on the canopy of apple trees (in Chinese), Thesis，Slides，Code
- Supervisors: Nan Geng, Zhiyi Zhang, Shaojun Hu
- Aug. 2011-Jun. 2015, NWAFU, College of Information Engineering, Management information system, B.Sc.
- Thesis: Design and implementation of DEM-based algorithm for processing the direction of water flow on flat land (in Chinese), Thesis, Slides, Code, SoftwareVideo
- Supervisor: Hongming Zhang
Scholar activities
- Oct, 10th, 2024,MICCAI2024-DIAMOND Challenge, Video, Certificate
- Oct, 10th, 2024,MICCAI2024-MARIO Challenge ranked 7th in 2 tasks, Video, Certificate
- May, 30th, 2024, ISBI2024-JustRAIGS Challenge ranked 8th in 2 tasks, Certificate
- Oct, 15th, 2023, MICCAI-MMAC2023 Challenge ranked 6th, 2nd, 1st in 3 tasks, Slides, Certificate1, Certificate2
- Apr, 25th, 2023, Gate Scientific Meeting 2023, Kraków, Poland
- Apr, 18th, 2023, The 4th place in ISBI2023 APIS Challenge, Slides, Certificate
- May, 22th, 2022, Online Seminar (Chinese)，Explainable AI, Slides
- Apr, 06th, 2022, Doctoral thesis defense, News, Rouen, France
- Nov, 30th, 2020, LITIS QUANTIF team Seminar, Slides, Rouen, France
- Nov, 28th, 2020, Online Seminar (Chinese), Slides
- Sep, 26th, 2020, Online Seminar (Chinese), Slides
- Oct, 07th, 2020, MICCAI2020 Online conference, Slides, Video
- Jun, 26th, 2020, MIDL2020 Online conference, Slides, Video, Teaser
- Apr, 03th, 2020, ISBI2020 Online conference, Slides, Video
- Jul, 09th, 2019, Jour Des Doctorants, Slide, Le Havre, France
- Apr, 15-19th, 2019, Deep learning for medical imaging, Summary, Lyon, France.
- Nov, 10-17th, 2017, Sakura Science Exchange Program，Iwate University, Japon
- Aug, 12-15th, 2017, ICIA2017International Conference on Intelligent Agriculture, Changchun, Jilin, China
- Jul, 07-08th, 2016, The 3rd prize in Postgraduate Electronic Design Competition, Xi’an, Shaanxi, China
Publications
- 2024 Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction).
code - 2022 Segmentation-Based vs. Regression-Based Biomarker Estimation: A Case Study of Fetus Head Circumference Assessment from Ultrasound Images.
code - 2020 Explainability for Regression CNN in Fetal Head Circumference Estimation from Ultrasound Images.
code - 2020 Direct estimation of fetal head circumference from ultrasound images based on regression CNN.
code - 2020 Kappa Loss for Skin Lesion Segmentation in Fully Convolutional Network.
code - 2019 (in Chinese) Research of Illumination Distribution of Digital Plant Canopy Based on Ray Tracing.
code - 2019 (in Chinese) Key techniques of L-system parallelization.
- 2019 (in Chinese) Illumination Distribution Model of Apple Tree Canopy Based on Random Forest Regression Algorithm.
