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Overview
They have recently developed hybrid machine learning techniques for retinal images. Challenges include limited number of images, unbalanced data-sets, and interpretability of feature representations.
Key Facts
Subprojects of the Machine Learning for Biological and Medical Imaging (Internship) project at King Abdullah University of Science and Technology (KAUST) include:
- Formulation and training of robust generative models for the Retinal Dataset
- Extend and apply the techniques to melanoma datasets
- Develop and apply techniques to identify meaningful (biological/medical) feature representation from a successful classification
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Visit programme websiteProgramme Structure
- Individual projects will be tailored and narrowly designed from the above palette according to interest of the student, technical proficiency, and level of study.
- Your research, in collaboration and with support of team members, may lead to scientific publications
Check out the full curriculum
Visit programme websiteKey information
Duration
- Part-time
- 3 months
Start dates & application deadlines
You can apply for and start this programme anytime.
More details
- Application deadline: All year around to keep a pattern
Language
English
TOEFL® IBT 81
PTE Academic 62
IELTS 6.5
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- 98 accuracy using real exam data
- 4.9/5 student rating
Delivered
On Campus
Campus Location
- Thuwal, Saudi Arabia
Disciplines
Mathematics Computer Sciences View 12 other Short Courses in Mathematics in Saudi ArabiaExplore more key information
Visit programme websiteWhat students do after studying
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Academic requirements
GPA 3.5
English requirements
TOEFL® IBT 81
PTE Academic 62
IELTS 6.5
Prepare for Your English Test
Cathoven AI IELTS Preparation AI-powered IELTS feedback. Clear, actionable, and tailored to boost your writing & speaking score. No credit card or upfront payment required.
- Trusted by 300k learners
- 98 accuracy using real exam data
- 4.9/5 student rating
Other requirements
General requirements
- Undergraduate students in 3rd year or above and master’s students.
- Minimum GPA: 3.5/4
- Curriculum Vitae (CV)
- Statement of purpose
- Contact details of 3 referees
- Official English language test score
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Remember, countries and universities may have specific insurance requirements. To learn more about how student insurance work at King Abdullah University of Science and Technology (KAUST) and/or in Saudi Arabia, please visit Student Insurance Portal.
Make sure you meet all requirements
Visit programme websiteTuition Fees
Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.
-
International Applies to you
Applies to youNon-residentsFree -
Domestic Applies to you
Applies to youCitizens or residentsFree
Additional Details
- This is a fully-funded internship; it includes tuition, airfare, housing, medical insurance, visa reimbursement and a monthly stipend of $1,000.
Living costs
Thuwal
Saudi Arabia
2270 - 3445 SAR / month
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
The KAUST Fellowship includes:
- Full coverage of tuition and bench fees (worth USD $35,000 per year)
- A monthly stipend (worth USD $20,000 per year for PG Diploma and M.S. students, and USD $25,000 to $30,000 for Ph.D. students depending on qualifications and academic progress)
- On-campus housing (worth USD $7,000 per year and covering utilities such as electricity and wifi)
- Health insurance (worth USD $1,450 per year)
- Relocation support (visa, relocation and travel costs)
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