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加拿大西安太略大学全奖博士招生

2023/1/9 11:14:50  阅读:89 发布者:

Department of Computer Science, Western University

MSc/PhD positions in artificial intelligence/machine learning

Lab website: https://phulab.org/positions

Description:

The Hu lab in the Department of Computer Science at Western University, Canada has multiple fully funded MSc/PhD positions in artificial intelligence for health data science/bioinformatics. Western University ranks within the top 10 research-intensive universities in Canada and top 200 in the world (The Times Higher Education World University Rankings 2023). Dr. Hu is a Canada Research Chair in Computational Approaches to Health Research and has excellent experience in mentoring trainees at different levels. Many of his trainees have received international and national awards, accepted into top graduate schools (like Oxford, Cambridge, UCLA, CMU, Toronto, UBC, McGill), employed in high-tech companies (like Google, Microsoft, Amazon), and landed tenure-track professor position with nomination for Canada Research Chair.

Responsibilities:

The successful candidate is expected to join an interdisciplinary team to develop innovative deep learning algorithms to analyze multimodal data in one or two of the four areas: medical imaging analysis, genomic data integration, single cell RNA-seq and spatial transcriptomics, and drug design and discovery.

Qualifications:

1). A minimum BSc degree in computer science. For candidates with only BSc degree but want to apply for PhD program, they can be transferred into PhD program in the end of first year and all the courses taken in the first year will be counted as a part of the PhD program.

2). Solid math and machine learning theoretical backgrounds and proficient in using different deep learning architectures in PyTorch.

3). have solid programming skills (R, Python and/or C, etc.), and acquaintance with Linux.

4). GPA>80%.

5). Strong written and communication skills.

6). meet one of the following English test requirement:

Test of English as a Foreign Language (TOEFL): 250, computer based; internet based test (iBT) 90, with no individual score lower than 22; International English Language Testing Service (IELTS): 6.5 out of 9;

Application:

Individuals interested in this position should submit a cover letter clearly indicating their research interest, a curriculum vitae, and transcripts. All application materials must be submitted as PDFs in a single email to Dr. Pingzhao Hu (phu49@uwo.ca). The application deadline is Feb.15, 2023. We appreciate all who express interests in this position, only those candidates short-listed for interview will be contacted.

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