Multiple PhD and Postdoc Positions in Multimodal Health Data Evaluation
7 days ago
At the IT University of Copenhagen, we invite highly motivated individuals to apply for a PhD or a 2-year postdoctoral researcher position starting late 2025 or in 2026. The project is funded by the Novo Nordisk Foundation Data Science Ascending Investigator grant titled "CHEETAH: Challenges of Evaluating Teams and Algorithms".
Machine learning competitions are often touted as drivers of algorithm development in healthcare but face limitations in real-world applications. For example, detecting lung cancer in chest images, where the team correctly identifying the most images with cancer wins the competition. Such competitions attract many international teams with monetary or prestigious incentives.
We propose designing competitions with multiple metrics, both in what the metric measures (e.g., accuracy or sensitivity) and which subgroups of patients this is measured on. Our team will focus on two multimodal disease prediction data: chest x-rays with radiology reports and retinal images with tabular clinical measurements.
The candidates
The project aims to hire 2 PhD students and 2 postdocs. PhD1 will work on chest x-ray imaging and NLP data, PhD2 will work on cardiovascular imaging and tabular data. The postdocs will both work across the applications, respectively on data diversity / algorithm diversity.
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Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full timeMultiple PhD and postdoc positions on evaluation metrics for multimodal health data at the IT University of Copenhagen The PURRlab (Pattern Recognition Revisited lab) at the IT University of Copenhagen invites highly motivated individuals to apply for a PhD or a 2 year Postdoc position starting late 2025 or in 2026. The earliest possible start date is 1...
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Multimodal Health Data Researcher
5 days ago
Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full timeWe are seeking highly motivated individuals to join our team as a PhD student or postdoctoral researcher in the field of multimodal health data evaluation metrics. The successful candidate will work on developing novel methods to evaluate and increase the diversity of the evaluation data, design competitions with multiple metrics, and study how the novel...
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Health Informatics PhD and Postdoc Positions
5 days ago
Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full timeWe are seeking a highly motivated individual to join our team as a PhD student or postdoctoral researcher in the field of healthcare algorithm development. As a member of our team, you will work on designing competitions with multiple metrics and evaluating the performance of algorithms on diverse data sets.The project focuses on addressing the limitations...
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Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full timeJoin us at the IT University of Copenhagen in developing innovative solutions for evaluating and improving machine learning algorithms in healthcare. Our team is committed to advancing the field through cutting-edge research and collaborations.We are particularly interested in attracting talented researchers from diverse backgrounds, including computer...
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Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full timeAs a PhD student or postdoctoral researcher in our lab, you will work on developing novel methods to evaluate and increase the diversity of the evaluation data for multimodal health data. You will also be responsible for designing competitions with multiple metrics and studying their impact on underrepresented groups in data science.The project has several...
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Copenhagen, Copenhagen, Denmark Københavns Universitet Full timeQuantum Computing Postdoc Position in Health Data ScienceWe are looking for a highly motivated postdoctoral researcher to join our team at the Department of Computer Science. The successful candidate will be working on developing deep generative models, quantum computing, and applications to medical data.The position involves conducting research on machine...
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Healthcare Algorithm Development Specialist
5 days ago
Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full timeThis position offers an exciting opportunity to contribute to the development of robust machine learning algorithms for healthcare applications. As a member of our team, you will work on designing competitions with multiple metrics and evaluating the performance of algorithms on diverse data sets.The project focuses on addressing the limitations of...
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Postdoc in multi-omics foundation models
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Copenhagen, Copenhagen, Denmark Københavns Universitet (KU) Full timeNovo Nordisk Foundation Center for Basic Metabolic Research Faculty of Health and Medical Sciences University of Copenhagen The University of Copenhagen is seeking a highly motivated and talented Postdoc fellow to commence on February 1, 2025, or after agreement in the Rasmussen Group at the Novo Nordisk Foundation Center for Basic Metabolic Research...
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Copenhagen, Copenhagen, Denmark Københavns Universitet Full timePostdoc in Machine Learning and Quantum Computing for Health Data Science Department of Computer Science Faculty of Science University of Copenhagen A senior postdoc position (2 years) is available in the group of Professor Anders Krogh. The group focuses on the development of deep generative models, quantum computing, and applications to medical data. We...
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Copenhagen, Copenhagen, Denmark Københavns Universitet (KU) Full timeAbout Us:Medical Museion is a university museum in the Department of Public Health, hosting an interdisciplinary research group that looks at health and medical sciences in their cultural, historical, and philosophical context. The Postdoc position is based at Medical Museion, which houses CBMR's Program 4: Cardiometabolic Research in Society and Culture.Job...
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Copenhagen, Copenhagen, Denmark Københavns Universitet Full timeWe are looking for a highly motivated postdoc with a strong background in data science, epidemiology, bioinformatics, and machine learning to join our team at the Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen.The position is part of a large-scale EU project focused on identifying distinct subtypes of type 2 diabetes...
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Copenhagen, Copenhagen, Denmark Københavns Universitet (KU) Full timeNovo Nordisk Foundation Center for Basic Metabolic ResearchThe Novo Nordisk Foundation Center for Basic Metabolic Research (CBMR) is seeking a talented Postdoc fellow to contribute to groundbreaking research towards better cardiometabolic health. As part of the CBMR International PhD & Postdoc Program, this Postdoc fellowship offers the opportunity to work...
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Copenhagen, Copenhagen, Denmark Københavns Universitet (KU) Full timeDepartment of Computer Science Faculty of Science University of Copenhagen A senior postdoc position (2 years) is available in the group of Professor Anders Krogh. The group focuses on the development of deep generative models, quantum computing, and applications to medical data. We are seeking a postdoc to do research on: Machine learning and quantum...
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Copenhagen, Copenhagen, Denmark Københavns Universitet (KU) Full timeNovo Nordisk Foundation Center for Basic Metabolic Research Faculty of Health and Medical Sciences University of Copenhagen The University of Copenhagen is seeking a highly motivated and talented Postdoc fellow to commence on February 1, 2025, or after agreement in the Whiteley Group at the Novo Nordisk Foundation Center for Basic Metabolic Research (CBMR)...
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Copenhagen, Copenhagen, Denmark Københavns Universitet (KU) Full timeNovo Nordisk Foundation Center for Basic Metabolic Research Faculty of Health and Medical Sciences University of Copenhagen The University of Copenhagen is seeking a highly motivated and talented Postdoc fellow to commence on February 1, 2025, or after agreement in the Hansen Group at the Novo Nordisk Foundation Center for Basic Metabolic Research (CBMR),...
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Copenhagen, Copenhagen, Denmark Københavns Universitet Full timePostdoc in Communicating Values in Interdisciplinary Science Novo Nordisk Foundation Center for Basic Metabolic ResearchFaculty of Health and Medical SciencesUniversity of Copenhagen The University of Copenhagen is seeking a highly motivated and talented Postdoc fellow to commence on February 1, 2025, or after agreement in the Whiteley Group at the Novo...
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Copenhagen, Copenhagen, Denmark Københavns Universitet Full timeThe University uses third-party technologies to register user behaviour on the website (statistics) to keep improving our service. The University also uses third-party technologies to promote degree programmes, courses, conferences and exhibitions on websites and social media to show you the most relevant offers. Postdoc in Genetic Regulation of the Plasma...
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Postdoc in Molecular Pharmacology
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Postdoc in Molecular Pharmacology
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Copenhagen, Copenhagen, Denmark Københavns Universitet Full timeThe University uses third-party technologies to register user behaviour on the website (statistics) to keep improving our service. The University also uses third-party technologies to promote degree programmes, courses, conferences and exhibitions on websites and social media to show you the most relevant offers. Department of Drug Design and Pharmacology,...