Postdoc – AI-Based Motion Monitoring for Gated CBCT-Guided Adaptive Radiotherapy
vor 23 Stunden
Scope of dutiesIn a multi-institutional research project funded by the German Research Foundation (DFG), a Postdoc position investigating the use of AI models for markerless lung tumor tracking during cone-beam CT (CBCT)-guided radiotherapy is open at the Department of Radiation Oncology of the LMU Munich University Hospital (Prof. Guillaume Landry & PD Christopher Kurz).The project aims at developing state-of-the-art AI models for real-time, markerless tracking of lung tumors on continuously acquired CBCT projections (360° rotation) during irradiation. Focus will be set on developing patient-specific models that make use of available prior knowledge. The project also foresees validation on external CBCT data from our project partners at the University Hospital Cologne (PD Florian Kamp), as well as experimental validation with dedicated lung phantoms at MAASTRO Clinic.The candidate is expected to:Develop state-of-the-art AI models for markerless lung tumor tracking on CBCT projectionsInvestigate options for dose reduction by means of AI-based super-resolutionEvaluate the developed tools on external data and perform phantom-based validation Our requirements Highly ranked PhD in Medical Physics, Biomedical Engineering, or Computer ScienceGood understanding of medical imaging (CBCT, X-ray) and radiotherapyExcellent programming skills in PythonExperience in deep learning, preferably with PyTorchAbility to implement and adapt state-of-the-art deep learning architectures independentlyFluent English skills (spoken and written)Technical proficiency, scientific creativity, and strong teamwork skills Our offer The working place will be at the LMU Klinikum Großhadern. To apply for the position, please send your electronic application (letter of motivation, curriculum vitae, last school certificate and university degrees, PhD certificate, publication list, other qualification certificates such as TOEFL, and the contact information of two references), preferably in PDF format.The successful candidate will work in a highly motivated and well-established research group (2 senior researchers, 2 postdocs, 10 PhD students, and MSc students) within a multidisciplinary and international network embedded in a stimulating scientific environment at LMU Munich, with a long tradition of collaboration and excellence in biomedical research and with outstanding research and clinical infrastructures.Remuneration is based on the Collective Agreement for the Public Sector of the Länder (TV-L) including all allowances customary in the public sector. The Postdoc position is available for 36 months.
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Munich, Bayern, Deutschland LMU Klinikum München VollzeitPostdoc – AI-Based Motion Monitoring for Gated CBCT-Guided Adaptive Radiotherapy(m/f/d)WorkplaceCampus GroßhadernWorking hoursFull timeInstitutionKlinik und Poliklinik für Strahlentherapie und RadioonkologieDepartmentResearch GroupDate of entry Application deadline Reference Number2025-K-0447The Hospital of the University of Munich, Germany, is one of...
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Munich, Bayern, Deutschland LMU Klinikum München VollzeitCampus GroßhadernWorking hoursFull timeInstitutionKlinik und Poliklinik für Strahlentherapie und RadioonkologieDepartmentResearch GroupDate of entry Application deadline Reference Number2025-K-0447The Hospital of the University of Munich, Germany, is one of the largest and most competitive university hospitals in Germany and Europe. 48 specialized...
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Munich, Deutschland LMU Klinikum VollzeitScope of dutiesIn a multi-institutional research project funded by the German Federal Ministry of Research, Technology and Space, a Postdoc position investigating the use of uncertainty-aware AI models for auto-segmentation and dose accumulation in radiotherapy treatment planning is open at the Department of Radiation Oncology of the LMU Munich University...
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Munich, Bayern, Deutschland LMU Klinikum München VollzeitPostdoc – Artificial Intelligence and Robust Optimization in Radiotherapy(m/f/d)WorkplaceCampus GroßhadernWorking hoursFull timeInstitutionKlinik und Poliklinik für Strahlentherapie und RadioonkologieDepartmentResearch GroupDate of entry Application deadline Reference Number2025-K-0446The Hospital of the University of Munich, Germany, is one of the...
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Munich, Bayern, Deutschland LMU Klinikum München VollzeitCampus GroßhadernWorking hoursFull timeInstitutionKlinik und Poliklinik für Strahlentherapie und RadioonkologieDepartmentResearch GroupDate of entry Application deadline Reference Number2025-K-0446The Hospital of the University of Munich, Germany, is one of the largest and most competitive university hospitals in Germany and Europe. 48 specialized...
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Ai Training for German Writers
vor 2 Wochen
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vor 10 Stunden
Munich, Bayern, Deutschland Intrinsic VollzeitIntrinsic is Alphabet's bet aiming to reimagine the potential of industrial robotics. Our team believes that advances in AI, perception and simulation will redefine what's possible for industrial robotics in the near future – with software and data at the core. Our mission is to make industrial robotics intelligent, accessible, and usable for millions...
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Munich, Deutschland Technical University of Munich Vollzeit[Master Thesis/ Semester Thesis] Adaptive Interaction Strategies in Healthcare Chatbots 27.01., Studentische Hilfskräfte, Praktikantenstellen, Studienarbeiten The thesis develops practical guidelines for designing adaptive healthcare chatbots. It examines which user signals indicate the need to adapt communication and which response characteristics (e.g.,...
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Munich, Deutschland Technical University of Munich VollzeitStudent Assistant (HiWi) – Computational Imaging & Machine Learning for Brain Monitoring 27.01., Studentische Hilfskräfte, Praktikantenstellen, Studienarbeiten Student Assistant (HiWi) – Computational Imaging & Machine Learning for Brain Monitoring /* General Styles */ body { font-family: 'Segoe UI', Roboto, Helvetica, Arial, sans-serif; line-height:...
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AI Creative Strategist
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Munich, Deutschland Tasy AI VollzeitWe’re a fast-growing Germany-based AI Agency looking for a top-tier AI Creative Strategist. Compensation: Base pay + % of performance (commission). We’re scaling fast so your earning potential is UNLIMITED/UNCAPPED! Tasks Create high converting and viral creatives with AI Requirements Deep hands-on experience with AI video tools and trending ad formats...
