PhD Position Machine Learning for Precision Oncology
vor 2 Wochen
The Biomedical Network Science Lab (BIONETS Lab, ) at the Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU, ) and the Department of Pediatrics and Adolescent Medicine at the University Hospital Erlangen (UKER, ) offer 2 postdoctoral or doctoral researcher positions at the intersection of graph-based machine learning, precision oncology, and federated learning.Ihre AufgabenPosition informationUsing real-world data from actual patients (50 million laboratory test results from 500,000 patients), you will design, implement, and validate (graph-based) machine learning models for diagnosis and prognosis in pediatric oncology. Moreover, you will develop federated counterparts of the machine learning models to enable privacy-preserving model training on decentrally available data. You will work on a highly interdisciplinary project and will continuously collaborate with bioinformaticians, clinical oncologists, and industrial software developers.Research environmentThe BIONETS Lab is part of the new Department Artificial Intelligence in Biomedical Engineering at FAU (AIBE, ), which was established as a cornerstone of the health node of the Bavarian High-Tech Agenda. Research at the BIONETS Lab focuses on the development of algorithms and ML models for systems biology, while UKER#146;s Department of Pediatrics and Adolescent Medicine has strong expertise in the large-scale quantitative analysis of multi-centre laboratory test result data in pediatric oncology (e.g., the PEDREF study, ).Ihr ProfilNotwendige Qualifikationen:All candidates should demonstrate strong research passion, scientific curiosity, and a highly independent work style. Candidates applying for a PhD position should have a Master#146;s degree in computer science, bioinformatics, applied mathematics, or a related field with above-average grades. Candidates applying for a postdoctoral researcher position should additionally have a PhD in one of these fields and an excellent publication record. Proficiency in both written and spoken English and strong programming skills are essential.Wünschenswerte Qualifikationen:Additional desirable qualifications include knowledge or experience in one or several of the following fields:Machine learning / deep learningGraph-based algorithms and machine learning modelsFederated learningBiomedical data scienceStellenzusatzBefristetes ForschungsvorhabenPositions can start as soon as possible. Funding is available through TV-L E13 positions (100 %) with a duration of 2 years. Extension may be possible, depending on availability of funding.Entgelt13ArbeitszeitVollzeit
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PhD in Bioinformatics
vor 3 Wochen
Erlangen, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg - Karriere VollzeitThe Biomedical Network Science Lab (BIONETS Lab, ) at the Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU, ) and the Department of Pediatrics and Adolescent Medicine at the University Hospital Erlangen (UKER, ) offer 2 postdoctoral or doctoral researcher positions at the intersection of graph-based machine learning, precision oncology, and federated...
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Erlangen, Bayern, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg VollzeitAbout the PositionWe are seeking a highly skilled Postdoctoral Researcher to join our team at the Friedrich-Alexander-Universität Erlangen-Nürnberg. The successful candidate will work on a cutting-edge project at the intersection of graph-based machine learning, precision oncology, and federated learning.Key ResponsibilitiesDesign, implement, and validate...
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Erlangen, 91054, Erlangen, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg VollzeitThe Biomedical Network Science Lab (BIONETS Lab, ) at the Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU, ) and the Department of Pediatrics and Adolescent Medicine at the University Hospital Erlangen (UKER, ) offer 2 postdoctoral or doctoral researcher positions at the intersection of graph-based machine learning, precision oncology, and federated...
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Postdoc in Machine Learning for Precision Oncology
vor 3 Wochen
Erlangen, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg VollzeitThe Biomedical Network Science Lab (BIONETS Lab, ) at the Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU, ) and the Department of Pediatrics and Adolescent Medicine at the University Hospital Erlangen (UKER, ) offer 2 postdoctoral or doctoral researcher positions at the intersection of graph-based machine learning, precision oncology, and federated...
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Postdoc in Machine Learning for Precision Oncology
vor 3 Wochen
Erlangen, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg VollzeitThe Biomedical Network Science Lab (BIONETS Lab, ) at the Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU, ) and the Department of Pediatrics and Adolescent Medicine at the University Hospital Erlangen (UKER, ) offer 2 postdoctoral or doctoral researcher positions at the intersection of graph-based machine learning, precision oncology, and federated...
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Erlangen, Bayern, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg Vollzeit**Qualifications and Requirements** : To be successful in this role, you will have: A strong background in machine learning and deep learning Experience with graph-based algorithms and machine learning models Knowledge of federated learning and biomedical data science **Additional Desirable Qualifications** : We are looking for candidates with a strong...
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Erlangen, Bayern, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg Vollzeit**Qualifications and Requirements** : To be successful in this role, you will have: A strong background in machine learning and deep learning Experience with graph-based algorithms and machine learning models Knowledge of federated learning and biomedical data science **Additional Desirable Qualifications** : We are looking for candidates with a strong...
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Erlangen, Bayern, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg Vollzeit**Qualifications and Requirements** : To be successful in this role, you will have: A strong background in machine learning and deep learning Experience with graph-based algorithms and machine learning models Knowledge of federated learning and biomedical data science **Additional Desirable Qualifications** : We are looking for candidates with a strong...
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Erlangen, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg VollzeitQualifikationen : Additional desirable qualifications include knowledge or experience in one or several of the following fields: Machine learning / deep learning Graph-based algorithms and machine learning models Federated learning Biomedical data science Stellenzusatz Befristetes Forschungsvorhaben Positions can start as soon as possible. Funding is...
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Erlangen, Bayern, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg VollzeitAbout the PositionThe Biomedical Network Science Lab at the Friedrich-Alexander-Universität Erlangen-Nürnberg and the Department of Pediatrics and Adolescent Medicine at the University Hospital Erlangen are seeking a highly motivated researcher to join their team. The successful candidate will work on a highly interdisciplinary project at the intersection...
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Erlangen, Bayern, Deutschland Friedrich-Alexander-Universität Erlangen-Nürnberg VollzeitAbout the PositionThe Biomedical Network Science Lab at the Friedrich-Alexander-Universität Erlangen-Nürnberg and the Department of Pediatrics and Adolescent Medicine at the University Hospital Erlangen are seeking a highly motivated researcher to join their team. The successful candidate will work on a highly interdisciplinary project at the intersection...
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Erlangen, Bayern, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS VollzeitAbout the RoleWe are seeking a highly skilled Postdoctoral Researcher to join our team at Fraunhofer-Institut für Integrierte Schaltungen IIS. As a specialist in machine learning for signal processing, you will play a key role in developing new methods for enhancing audio coding formats.Key ResponsibilitiesDevelop and implement machine learning algorithms...
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Erlangen, Bayern, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS VollzeitAbout the RoleWe are seeking a highly skilled Postdoctoral Researcher to join our team at Fraunhofer-Institut für Integrierte Schaltungen IIS. As a specialist in machine learning for signal processing, you will play a key role in developing new methods for enhancing audio coding formats.Key ResponsibilitiesDevelop and implement machine learning algorithms...
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Erlangen, Bayern, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS VollzeitAbout the RoleWe are seeking a highly skilled Postdoctoral Researcher to join our team at Fraunhofer-Institut für Integrierte Schaltungen IIS. As a specialist in machine learning for signal processing, you will play a key role in developing new methods for enhancing audio coding formats.Key ResponsibilitiesDevelop and implement machine learning algorithms...
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Audio Signal Processing PhD Position
Vor 6 Tagen
Erlangen, Bayern, Deutschland WSAudiology VollzeitAbout the RoleWe are seeking a highly motivated and skilled PhD researcher to join our Signal Processing team at WSAudiology in Erlangen, Germany. As a PhD researcher, you will be responsible for conducting cutting-edge research in audio signal processing, developing innovative solutions, and contributing to the advancement of hearing aid technology.Key...
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Audio Signal Processing PhD Position
Vor 4 Tagen
Erlangen, Bayern, Deutschland WSAudiology VollzeitAbout the RoleWe are seeking a highly motivated and skilled PhD researcher to join our Signal Processing team at WSAudiology in Erlangen, Germany. As a PhD researcher, you will be responsible for conducting cutting-edge research in audio signal processing, developing innovative solutions, and contributing to the advancement of hearing aid technology.Key...
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Postdoctoral Researcher
vor 2 Wochen
Erlangen, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS Vollzeit**You love finding creative solutions for tricky challenges? You are eager to make the successors of MP3 and AAC even better by using methods of machine learning and artificial intelligence?** **Join the home of MP3!** **What you will do** You will become part of a top team that develops new methods for enhancing audio coding formats that are already...
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PhD (m/f/d) for Audio Signal Processing
vor 2 Monaten
Erlangen, Deutschland WSAudiology VollzeitJoin WS Audiology's Signal Processing team in Erlangen, Germany, as a full-time PhD student in Audio Signal Processing (SIP). Dive into groundbreaking research, develop innovative solutions, and earn your PhD while revolutionizing the world of hearing aid technology.About usAt WS Audiology, we are a diverse team of more than 30 dedicated and highly skilled...
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PhD (m/f/d) for Audio Signal Processing
vor 2 Wochen
Erlangen, Deutschland WSAudiology VollzeitJoin WS Audiology's Signal Processing team in Erlangen, Germany, as a full-time PhD student in Audio Signal Processing (SIP). Dive into groundbreaking research, develop innovative solutions, and earn your PhD while revolutionizing the world of hearing aid technology.About usAt WS Audiology, we are a diverse team of more than 30 dedicated and highly skilled...
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Erlangen, Bayern, Deutschland Fraunhofer-Institut für Integrierte Schaltungen IIS VollzeitAbout the RoleWe are seeking a highly skilled Postdoctoral Researcher to join our team at Fraunhofer-Institut für Integrierte Schaltungen IIS. As a specialist in machine learning for signal processing, you will play a key role in developing new methods for enhancing audio coding formats.Key ResponsibilitiesDevelop and implement machine learning algorithms...
