PhD Position in Multimodal Methods: The Idiap Research Institute in Switzerland is seeking a PhD student to develop multi-modal, gender- and culture-aware deep learning techniques for analyzing and classifying various depression disorders using clinical interviews. This project is funded by the Swiss NSF and involves collaboration with partners in Mexico. The ultimate objective is to create AI-based solutions for assisting in the diagnosis and treatment of depression disorders.
PhD Position in Multimodal Methods for Depression Detection
Designation
PhD Candidate
Research Area
- Multimodal Methods for Depression Detection
- Artificial Intelligence
- Deep Learning
- Mental Health and Psychology
Location
Martigny, Switzerland (with collaborative components in Mexico)
Eligibility/Qualification
- Master’s degree (or equivalent) in engineering, computer science, physics, or mathematics
- Strong background in mathematics, programming (Python and scripting languages), and machine learning (including deep learning)
- Knowledge in Speech and Signal Processing, Natural Language Processing, or experience in medical data analysis is desirable
- Fluency in English; Spanish is a plus; French is preferable
- Interest in the target domain and collaborative work
- Encouragement for applications from female candidates, emphasizing diversity and inclusivity
Description
The PhD project focuses on developing AI-based solutions to aid in the detection and diagnosis of depression disorders. Key tasks include:
- Conducting innovative research under the guidance of Dr. Esaú Villatoro-Tello and Dr. Jean-Marc Odobez
- Collaborating with international partners and other doctoral candidates
- Participating in project meetings and assuming leadership roles as needed
- Engaging in various activities and projects at Idiap as directed by supervisors
The successful applicant will spend about six months in Mexico as part of the research collaboration.
How to Apply
Applicants should submit the following documents:
- Resume/CV
- Cover letter
- Names, addresses, emails, and details of three referees
Application materials must be submitted in PDF, DOCX, or DOC formats, with a maximum size of 2 MB for each document.
Last Date to Apply
December 1, 2024
This post serves to inform potential candidates about the PhD opportunity available at the Idiap Research Institute, highlighting the significance of the project in addressing mental health issues through innovative AI solutions.
