We are looking for a highly motivated PhD candidate with a strong interest in medical image processing and algorithm development to join our stroke research team.
This position focuses on creating innovative image processing tools for head CT imaging, with the goal of advancing our understanding of vascular anatomy—particularly vascular tortuosity—and performing in-depth thrombus analysis.
These tools aim to improve mechanical thrombectomy procedures, especially for distal occlusions.
Our research includes translational projects leveraging deep learning methods (e.g., convolutional neural networks, Vision Transformers) and graph neural networks to enhance stroke care.
Specifically, we aim to develop advanced image processing techniques for pre-interventional medical imaging (e.g., CT) to deliver powerful decision-support tools for endovascular stroke treatment.
We offer a unique environment with access to extensive datasets (through strong internal and external collaborations), close interaction with clinicians (ensuring research is clinically relevant), and a robust infrastructure to support the entire development and deployment pipeline for your work.
Education and qualifications: Required:MSc in a relevant STEM field.Eligibility for a PhD position.Fluency in Spanish and English (business level).Desired:Validated experience in medical image/deep learning projects (any publication record will be valued).Familiarity with medical imaging modalities (e.g., CT, MRI, DSA) and image formats (DICOM, NIFTI).Experience in training, testing and/or deploying deep learning solutions (models developed in PyTorch).Experience and knowledge:Required:Proven expertise in research as demonstrated by publishing record in relevant journals or conferences or master thesis in relevant field.Fluency in Python.Desired:Expertise in grant writing.SQL.Main responsibilities and duties:Participate in engineering projects in the medical image context.Help write grant applications for financing.Manage large image databases within the hospital.Turn your engineering projects into clinical and technical publications.Supervise practicum students.Labour conditions: Full-time position: 40h/week.Starting date: immediate.Gross annual salary: 23.000 – 27.000 euros (Remuneration will depend on experience and skills.
Salary ranges are consistent with our Collective Agreement pay scale).Technical and scientific activities contract linked to the project activities.What can we offer?Incorporation to Vall d'Hebron Research Institute (VHIR), a public sector institution that promotes and develops biomedical research, innovation and teaching at Vall d'Hebron University Hospital (HUVH), the biggest hospital of Barcelona and the largest of Catalan Institute of Health (ICS).A scientific environment of excellence, highly dynamic, where high-end biomedical projects are continuously developed.Continuous learning and a wide range of responsibilities within a stimulating work environment.Individual training opportunities.Flexible working hours.23 days of holidays + 9 personal days.Flexible Remuneration Program (including dining checks, health insurance, transportation and more).Corporate Benefits: platform through which you can obtain significant discounts on travel, culture, technology, gastronomy, sports, among many others.Healthy Offering: choose from a variety of wellbeing-focused activities to be the healthiest you.Deadline to apply: 19-01-2025 VHIR embraces Equality and Diversity.
As reflected in our values, we work toward ensuring inclusion and equal opportunity in recruitment, hiring, training, and management for all staff within the organization, regardless of gender, civil status, family status, sexual orientation, gender identity and expression, religion, age, functional diversity or ethnicity.
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