The Visual Intelligence and Systems Group, led by Prof. Fisher Yu, specializes in computer vision, representation learning, and interactive system design. The group is looking for a postdoctoral researcher to work on interactive perception algorithms for medical imaging analysis. The researcher will have close collaboration with the professors and students in the Computer Vision Laboratory.
While medical imaging techniques are revolutionizing disease diagnosis, interpreting the images still fully relies on radiologists with multiple years of training and practicing. This human-system interaction potentially introduces subjective biases into the diagnosis processes, significantly increases time and costs of medical imaging interpretation and subsequent patient management decision making, and hinders the use of those advanced technologies in developing parts of the world where access to trained experts is scarce. We aim to develop interactive algorithms and software systems that can assist radiology professionals and medical doctors in analyzing medical images. This work will combine the recent advances in deep learning and classical statistical analysis to resolve the challenges of incomplete data annotation, data scarcity, structured multitask learning, and supervision discrepancy. An industry leader will provide access to large scale datasets, consultation with frontline medical experts, and technical advice to support the success of this research.
We are looking forward to your online application including a statement of research interests, your CV, the URL of your Google Scholar page, and the names and contact information of two referees.
Please note that we exclusively accept applications submitted through our online application portal. Applications via email or postal services will not be considered.
Further information about the Computer Vision Lab can be found on our website www.vision.ee.ethz.ch. Questions regarding the position should be directed to Prof. Fisher Yu, email: email@example.com (no applications).
|Title||Postdoctoral researcher to work on interactive perception algorithms for medical imaging analysis|
|Job location||Rämistrasse 101, 8006 Zurich|
|Published||January 28, 2021|
|Job types||Postdoc  |
|Fields||Algorithms,   Biomedicine,   Radiology,   Medical Imaging,   Human-computer Interaction,   Programming Languages,   Software Engineering,   Machine Learning,   Computer Vision,   |