Background
We have been working on the diagnosis of ADHD using AI models since 2020, but no model has achieved better results than those reported in the literature. One reason for this may be that the dataset used does not allow for the diagnosis of different types of ADHD and healthy data. To obtain better results, the dataset should be refined, and further research should be conducted to determine what additional data should be included in the dataset (ADHD-200: https://fcon_1000.projects.nitrc.org/indi/adhd200/).
What You Will Do
• Conduct comprehensive literature research on methods for detecting ADHD
• Analyze the dataset, examining the distribution of different classes and providing a statistical explanation
• Utilize and train Convolutional Neural Network (CNN) and YOLO models for ADHD detection
• Document the research process and findings thoroughly, adhering to an academic writing style
What You Bring to the Table
• Currently enrolled as a full-time Bachelor’s student in biomedical engineering, computer science, or a related field, with a strong academic record (GPA: 2.80+)
• Proficient in academic writing, with a keen interest in research (publication of an academic article is an advantage)
• Experience in research methodologies, including conducting literature reviews and writing comprehensive reports
• Hands-on experience with machine/deep learning, particularly with neural networks (familiarity with PyTorch, TensorFlow, and YOLO is a plus).
• Strong proficiency in English and/or German.
What You Can Expect
• A supportive and collaborative working atmosphere within an international team.
• Professional supervision and support for your thesis, ensuring alignment with academic standards.
• Flexibility with home office options.
• Guidance on applications for Master’s programs at German universities, especially the Technical University of Munich.
Interested? Apply online now. We look forward to getting to know you! If you need information about this position, please contact us:
info[@]medixvision.com
•I have experience with an AI library in Python.
☐ Yes ☐ No
• I have experience finding specific information or data in the literature (e.g., ScienceDirect).
☐ Yes ☐ No
• I have a published academic paper, or I have contributed to a published study or work.
☐ Yes ☐ No
• An academic advisor from outside your university typically cannot supervise a thesis. Are there any professors at your university who can officially supervise this type of thesis?
☐ Yes ☐ No
• In which semester are you registered?
☐ 6 ☐ 7 ☐ 8 ☐ 8+
• I would like to pursue a Master’s degree abroad.
☐ Yes ☐ No
• I have EU citizenship or a residence permit.
☐ Yes ☐ No
What is your level of proficiency in English?
What is your level of proficiency in German?