Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceHumansImage ProcessingComputer-AssistedMachine LearningAlgorithms
Image-based deep causal discovery for explaining medical images with surgical knowledge.
Ryohei Motoda, Sho Mitarai, Nobuhiro Ueda, Yuichiro Imai, Megumi Nakao
Published: 202510.1109/EMBC58623.2025.11252889
Abstract
The machine learning models typically applied in medical fields have a complexity that makes it very difficult for humans to comprehend how decisions are made, and an ongoing challenge is to improve their interpretability. Although the saliency maps…
Preview only. Read the full abstract at the source