博士留学院校简介

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博士留学院校简介

2023-04-20 23:26| 来源: 网络整理| 查看: 265

卡罗林斯卡医学院

Karolinska Institute

卡罗林斯卡学院(Karolinska Institute)坐落于瑞典首都斯德哥尔摩,是瑞典著名的医学院。是世界上最大最好的单一医学院之一,也是世界医学排名前十的医学院,承担了全国43%的医药类学术研究。卡大学医院学院有一个诺贝尔委员会而闻名于世,每年负责评审和颁发诺贝尔生理学或医学奖。

2022年THE排名:39

2022U.S. News世界大学排名第48位

学院:医学院、牙科学院

博士项目简介

Doctoral (PhD) Student Position in Machine Learning for Eye Movement Research in Health and Neurological Disease

(健康和神经系统疾病眼动研究机器学习博士)

相关领域

Artificial Intelligence, Machine Learning, Computing in Mathematics, Natural Science, Engineering and Medicine, Medical Technology

项目简介

The purpose of this research project is to use machine learning methods to advance our understanding of fixational eye movements and how this type of eye movements may be affected by neurological conditions. The project will draw on recent advances in both reinforcement learning and supervised machine learning to better understand the spatiotemporal dynamics of these eye movements, as well as to identify early risk markers that might be useful in screening for neurodegenerative diseases.

工作任务

As a PhD student in this project, you will record and analyze eye tracking data, design and implement machine learning workflows and computational models in Python, and perform statistical analysis in R and/or Python. You will be trained in all parts of the scientific process and actively be involved in all aspects of the research project, including planning, setting-up and running experiments, as well as writing manuscripts and publishing and presenting research findings in scientific journals and at international conferences.

申请条件

A) General eligibility requirementhave been awarded a second-cycle/advanced/master qualification (i.e. master degree), orhave satisfied the requirements for courses comprising at least 240 credits of which at least 60 credits were awarded in the advanced/second-cycle/master level, orhave acquired substantially equivalent knowledge in some other way in Sweden or abroad.B) Specific eligibility requirement

You meet the specific eligibility requirement for doctoral/third-cycle/PhD education if you:

Show proficiency in English equivalent to the course English B/English 6 at Swedish upper secondary school.

Skills and personal qualitiesProgramming and data analysis skills, ideally in Python and R.Machine learning skills in supervised learning (e.g., experience with Scikit-learn, TensorFlow, Keras or related libraries) and/or reinforcement learning (e.g., experience with OpenAI Gym, PyQlearning, Keras-RL or related libraries).Strong writing and oral communication skills in English.

In additionExperience with performing eye tracking experiments or using other advanced sensor technologies.Experience with analyzing eye tracking data or other time series data.Experience of scientific writing and communication (e.g., having presented or published results at a conference or in a scientific journal.)

工作情况

Karolinska Institutet is one of the world's leading medical universities. Our vision is to pursue the development of knowledge about life and to promote a better health for all. At Karolinska Institutet, we conduct successful medical research and hold the largest range of medical education in Sweden. As a doctoral student you are offered an individual research project, a well-educated supervisor, a vast range of elective courses and the opportunity to work in a leading research group. Karolinska Institutet collaborates with prominent universities from all around the world, which ensures opportunities for international exchanges. You will be employed on a doctoral studentship which means that you receive a contractual salary. Employees also have access to our modern gym for free and receive reimbursements for medical care.

申请材料

Your application must contain the following documents:- A personal letter and a curriculum vitae- Degree projects and previous publications, if any- Any other documentation showing the desirable skills and personal qualities described above- Documents certifying your general eligibility (see A above)- Documents certifying your specific eligibility (see B above)

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