Postdoc (f/m/d) Automated decisions on adaptation need in online-adaptive proton therapy / Completed university studies (PhD) in the field of Medical Physics or a related subject and having a strong data science background / Generation …
17 Apr 2024
Job Information
- Organisation/Company
Helmholtz-Zentrum Dresden-Rossendorf - HZDR - Helmholtz Association- Research Field
Other- Researcher Profile
Recognised Researcher (R2)
Established Researcher (R3)- Country
Germany- Application Deadline
15 May 2024 - 22:00 (UTC)- Type of Contract
To be defined- Job Status
Other- Offer Starting Date
15 Jul 2024- Is the job funded through the EU Research Framework Programme?
Not funded by an EU programme- Is the Job related to staff position within a Research Infrastructure?
No
Offer Description
Area of research:
Scientific / postdoctoral posts
Starting date:
15.07.2024
Job description:Postdoc (f/m/d) Automated decisions on adaptation need in online-adaptive proton therapy
With cutting-edge research in the fields of ENERGY, HEALTH and MATTER, around 1,500 employees from more than 70 nations at Helmholtz-Zentrum Dresden-Rossendorf (HZDR) are committed to mastering the great challenges facing society today.
The Center for Advanced Systems Understanding (CASUS) is a German-Polish research center for data-intensive digital systems research. CASUS was founded in 2019 in Görlitz and conducts digital interdisciplinary systems research in various fields such as earth systems research, systems biology and materials research.
At the Institute of Radiooncology (OncoRay) scientists specializing in medicine, physics, biology and IT work together to crucially improve the treatment of cancer by administering radiation therapy that is biologically-personalized and technically-optimized.
CASUS is looking for a Postdoc (f/m/d) Automated decisions on adaptation need in online-adaptive proton therapy.
Your tasks
Online-adaptive proton therapy will be enabled by an AI-supported, automated feedback loop of imaging, plan adaptation and fast verification. The successful candidate (f/m/d) will work on fast data-driven decisions regarding the initiation of plan adaptations within the loop:
# Generation and validation of machine learning models for the automated decision on the adaptation need based on imaging data, changes in anatomy and proton range and on complementary dose parameters
# Development of an automated multi-feature tool chain providing decision support in an online workflow
# Implementation of interactive feature visualization for online and retrospective inquiry and documentation
# Publication of research results (in peer-reviewed journals and at international conferences)
Your profile
# Completed university studies (PhD) in the field of Medical Physics or a related subject and having a strong data science background
# High motivation to work in a collaborative environment between clinic and IT also at different locations
# Excellent programming skills in languages such as Python
# Knowledge in interactive data visualization
# Proficient use of modern deep learning frameworks
# Excellent communication skills in English or German in a scientific, multi-professional context
Our offer
# A vibrant research community in an open, diverse and international work environment
# Scientific excellence and extensive professional networking opportunities
# Salary and social benefits in accordance with the collective agreement for the public sector (TVöD-Bund) including 30 days of paid holiday leave, company pension scheme (VBL)
# We support a good work-life balance with the possibility of part-time employment, mobile working and flexible working hours
# Numerous company health management offerings
# Employee discounts with well-known providers via the platform Corporate Benefits
# An employer subsidy for the "Deutschland-Ticket Jobticket"
We look forward to receiving your application documents (including cover letter, CV, diplomas/transcripts, etc.), which you can submit via our online-application-system.
This research center is part of the Helmholtz Association of German Research Centers. With more than 42,000 employees and an annual budget of over € 5 billion, the Helmholtz Association is Germany's largest scientific organisation.
Requirements
Additional Information
- Website for additional job details
https://www.hzdr.de/job1864e
Work Location(s)
- Number of offers available
- 1
- Company/Institute
- Helmholtz-Zentrum Dresden-Rossendorf - HZDR - Helmholtz Association
- Country
- Germany
- City
- Dresden
- Geofield
Where to apply
[email protected]- Website
https://www.hzdr.de/job1864e
Contact
- City
Dresden- Website
https://www.hzdr.de/db/Cms?pNid=0- Street
Bautzner Landstraße 400- Postal Code
01328
[email protected]- Phone
+49 351 260-0- Fax
+49 351 269-0461
STATUS: EXPIRED
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