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| September 2024 | One paper was accepted for IEEE Transactions on Medical Imaging. |
| September 2024 | One paper was accepted for IEEE Transactions on Information Forensics and Security. |
| September 2024 | One paper was accepted for IEEE Transactions on Instrumentation & Measurement. |
| September 2024 | One paper was accepted for IEEE Transactions on Radiation and Plasma Medical Sciences. |
| September 2024 | One paper was accepted for IEEE Journal of Biomedical and Health. |
| August 2024 | One paper was accepted for IEEE Transactions on Medical Imaging. |
| July 2024 | One paper was accepted for International Journal of Applied Earth Observation and Geoinformation. |
| July 2024 | One paper was accepted for IEEE Transactions on Circuits and Systems for Video Technology. |
| July 2024 | One paper was accepted for Image and Vision Computing. |
| July 2024 | Two papers were accepted for Physics in Medicine and Biology. |
| June 2024 | Two papers were accepted for MICCAI 2024. |
| April 2024 | One paper was accepted for Journal of Scientific Computing. |
| April 2024 | One paper was accepted for International Journal of Computer Vision. |
| February 2024 | One paper was accepted for 2024 CVPR. |
| January 2024 | One paper was accepted for Computers in Biology and Medicine. |
| December 2023 | One paper was accepted for IEEE Transactions on Instrumentation & Measurement. |
| November 2023 | One paper was accepted for IEEE Transactions on Neural Networks and Learning Systems. |
| October 2023 | One paper was accepted for iScience. |
| October 2023 | One paper was accepted for Neurocomputing. |
| September 2023 | One paper was accepted for IEEE Transactions on Neural Networks and Learning Systems. |
| September 2023 | One paper was accepted for IEEE Journal of Biomedical and Health. |
| September 2023 | One paper was accepted for IEEE Transactions on Radiation and Plasma Medical Sciences. |
| August 2023 | One paper was accepted for IEEE Journal of Biomedical and Health. |
| August 2023 | Be invited to serve as Associate Editor of IEEE TRPMS. |
| August 2023 | One paper was accepted for IEEE Transactions on Information Forensics and Security. |
| July 2023 | Five papers were accepted for MICCAI 2023. |
| June 2023 | One paper was accepted for IEEE Transactions on Radiation and Plasma Medical Sciences. |
| May 2023 | One paper was accepted for IEEE Journal of Selected Topics in Signal Processing. |
| May 2023 | One paper was accepted for IEEE Transactions on Instrumentation & Measurement. |
| February 2023 | One paper was accepted for 2023 IEEE ICASSP. |
| January 2023 | Two papers were accepted for 2023 IEEE International Symposium on Biomedical Imaging. |
| January 2023 | One paper was accepted for Knowledge-based Systems. |
如果你有兴趣加入我的课题组，成为其中一名学生（包括硕士/博士研究生），请认真阅读以下材料，然后按要求提交申请。
1. 自我介绍
我是四川大学网络空间安全学院教授张意，博士生导师。更多信息可以从我的 学院主页和 个人主页查到。
2. 课题组简介
我的课题组属于 天思智能研究所 的一部分。研究所由多位老师构成，每位老师负责一个课题组，指导学生开展研究。另外，课题组之间以及与其他兄弟院校和国内外相关实验室都有 频繁的合作交流。
我的课题组为深度成像小组（Deep Imaging Group, DIG），目前 围绕基于人工智能和表示学习的成像算法 开展以下三个方向研究：
(1) 医学成像
研究基于学习的医学成像（包括CT、MRI、PET及OCT）相关算法。
(2) 图像分析
研究基于深度神经网络的医学影像分析及辅助诊疗。
(3) 遥感数据处理
研究基于遥感数据，特别是遥感图像的处理与分析。
具体研究方向细节可通过搜索引擎查询，或阅读本人发表的论文。
3. 课题组目前开放学生岗位包括以下两类：
(1) 硕士研究生
面向获得推免资格的计算机科学技术、电子信息、数学等相关学科的优秀 本科生/硕士生。
(2) 博士研究生
面向对课题组研究方向优秀在校 本科生（直博）和硕士生。
4. 课题组收获
我会一对一指导课题组每一位学生，提供舒适的工作环境和丰厚的助研津贴，并资助学生积极参与国内和国际交流，在川大的平台上为每位学生提供最大的助力。
5. 课题组要求申请学生必须具备的能力
(1) 目标明确及热爱所学
明确自己为什么要加入我的课题组，明确自己在课题组想要获得什么。要热爱自己的学科和专业，对将来所学知识表现出极大的兴趣，要让真正的兴趣和喜爱来内驱自己不断前进。
(2) 乐观开朗及坚韧不拔
懂得科研不是一帆风顺，要坐得住板凳和耐得住寂寞,要注意点滴积累。
(3) 勇于创新及乐于挑战
在探索未知事物中，充满好奇心和求知欲，富有怀疑的精神，乐于尝试，并以正确心态面对挫折。具有良好的团队合作精神，乐于阐述自己的想法，有效与导师和其他伙伴沟通。
(4) 数学扎实及编程熟练
具有扎实的数学功底和钻研精神，熟悉 C 或 C++或 Python或Matlab，至少用过一门深度学习框架语言，比如 PyTorch、Tensorflow，并有图像处理、机器学习等科研项目经验。
6. 申请加入课题组流程
(1) 阅读报告: 在 满足以上具备能力要求的基础上 ，了解目前课题组的任意一个研究方向，阅读至少一篇课题组近五年来发表的论文，写一份不超过一页的阅读报告,阐述自己的理解和想法。
(2) 个人简历: 将上述报告，连同个人简历、成绩单一起发到我的电子邮箱yzhang@scu.edu.cn。简历不一定特别漂亮，但请排版工整,内容清晰明了。 邮件标题为【申请读研-学生姓名-学校名称】或【申请读博--学生姓名-学校名称】。
(3) 面试: 对于我认为合适的学生，会在三天内回复，并约定时间，发出远程或者当面面试邀请。 请认真阅读上述要求。
每年名额有限，若感兴趣，请早做准备提前联系！期待我们一起在科研道路上共同奋战！
张意
2018.09.01