ML-CDS 2021: Multimodal Learning and Fusion Across Scales for Clinical Decision Support

Call for Papers

Topics for the workshop include, but are not limited to:

  • Segmentation based on multiscale multimodal images
  • Multiscale multimodal image acquisition and reconstruction
  • Registration across multiscale multimodal images
  • Multimodal fusion combining imaging and genomic data
  • Multimodal spatial-temporal analysis
  • Multiscale multimodal disease classification
  • Machine learning-driven generation and annotation of medical imaging datasets
  • Computer-aided diagnosis
  • Multimodal learning for content similarity in biomedical imaging
  • Imaging biomarkers for measuring response to treatments
  • Multimodal disease model-building and clinical decision support
  • Clinical studies/evaluations of decision support algorithms