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Brainlab
12d ago

PhD Program: Multimodal early response assessment in radiotherapy(m/w/x)

München
Full-timeWith Home OfficeExperienced
Data Science

Description

In this doctoral role, you will bridge industry and academia to develop advanced radiotherapy frameworks, using multimodal data to improve clinical outcomes for lung cancer patients.

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Requirements

  • Master’s degree in medical field or comparable
  • Skills in data engineering or software engineering
  • Ability to translate complex contexts into visions
  • Analytical mindset and creativity
  • Well-organized and efficient work style
  • Outstanding English presentation and communication skills
  • Knowledge in product and requirements management
  • Adherence to eligibility criteria

Education

Master's degree

Tasks

  • Develop a multimodal early response assessment framework
  • Assess clinical, radiological, and patient-reported data
  • Predict radiotherapy response for lung cancer
  • Establish data collection and management systems
  • Validate oesophageal sparing in thoracic proton therapy
  • Integrate MRI, CT, and PET-CT imaging data
  • Incorporate radiotherapy plans and dose distributions
  • Process lab values and molecular profiles
  • Collaborate with the RAPTOR+ multinational consortium
  • Define data collection protocols and FHIR resources
  • Ensure compliance with regulatory standards
  • Apply agile methodologies to project workflows
  • Coordinate with medical doctors and physicists

Tools & Technologies

FHIRSNOMED CTLOINCDICOMSQL

Languages

EnglishBusiness Fluent

Benefits

Informal Culture

  • Mutually-supportive international team

Purpose-Driven Work

  • Meaningful work

Flexible Working

  • Flexible working hours
  • Hybrid work model

Parking & Commuter Benefits

  • Parking garage
  • Safe underground bike storage

Free or Subsidized Food

  • Subsidized company restaurant

Snacks & Drinks

  • In-house cafes

Healthcare & Fitness

  • 360m2 company gym
  • Fitness program

Team Events

  • Regular after work events
  • Team and company events

Learning & Development

  • Comprehensive training
  • Continuing education opportunities
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