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IPMI 2023 : Information Processing in Medical Imaging

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Conference Series : Information Processing in Medical Imaging
 
Link: https://www.ipmi2023.org/
 
When Jun 19, 2023 - Jun 23, 2023
Where San Carlos de Bariloche, Argentina
Submission Deadline Nov 18, 2022
Notification Due Feb 5, 2023
Categories    medical imaging   machine learning   deep learning   signal processing
 

Call For Papers

The primary focus of IPMI is to disseminate, showcase, and exchange the latest methodological advancements in medical imaging. The hallmark of any "IPMI paper” is solving biomedical imaging information processing challenges with a sound foundation of theory and/or algorithms. IPMI favours a critical spirit where all contributions are subject to an extended presentation format and a discussion enriched by the in-depth analysis by study groups. IPMI is enriched by a retreat atmosphere where everyone is welcome to share their expertise and talents. Therefore, IPMI is today widely recognized as a premier international forum for the presentation of cutting-edge research in the medical imaging field including yet not limited to the following topics:

* Functional and molecular imaging methods
* Biological imaging and digital pathology methods
* Image-guided interventions and surgery
* Imaging genomics, imaging omics
* Image registration and segmentation
* Image acquisition and reconstruction
* Image information fusion and synthesis
* Computer-aided diagnosis and treatment
* Statistical and computational geometric modelling
* Computational anatomy and physiology
* Visualization and physicalization in imaging
* Multidimensional, multimodality, multiscale imaging problems
* Novel deep learning methods for medical imaging
* Inference and learning under uncertain, incomplete or limited data
* Uncertainty modelling and quantification
* Representation learning, image synthesis, and generative modelling
* Transfer learning, domain adaptation, and data harmonization
* Interpretable, explainable, and causal learning
* Statistical and mathematical foundations of imaging science
* Geometric learning and geometric deep learning
* Foundations of deep learning and their evaluation
* Fairness of machine learning in medical imaging

IPMI 2023 will feature an exciting agenda of scientific presentations and attract outstanding researchers from throughout the world. Bariloche will provide a pleasant and informal scenery and context conducive to in-depth scientific exchange and lively debate. Furthermore, special attention will be paid to the inter-generational exchange fostering discussions which will provide newcomers to the field with a rich idea of the field's history.

Proceedings will be published as a volume in the Springer Lecture Notes Computer Science (LNCS) series.

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