Ethical And Philosophical Issues In Medical Imaging Multimodal Learning And F

This Book Constitutes The Refereed Joint Proceedings Of The 1st International Workshop On Ethical & Philosophical Issues In Medical Imaging (epimi 2022); The 12th International Workshop On Multimodal Learning And Fusion Across Scales For Clinical Decision Support (ml-cds 2022) And The 2nd International Workshop On Topological Data Analysis For Biomedical Imaging (tda4biomedicalimaging 2022), Held In Conjunction With The 25th International Conference On Medical Imaging And Computer-assisted Intervention, Miccai 2022, In Singapore, In September 2022.epimi Includes Five Short Papers About Various Humanistic Aspects Of Medical Image Computing And Computer-assisted Interventions. The Ml-cds Papers Discuss Machine Learning On Multimodal Data Sets For Clinical Decision Support And Treatment Planning. The Tda Papers Focus On Topological Data Analysis: A Collection Of Techniques And Tools That Have Matured From An Increasing Interest In The Role Topologyplays In Machine Learning And Data Science.