Context-driven Missing-Modality Learning for Robust Medical Diagnosis with Image-Tabular Data 事件

Context-driven Missing-Modality Learning for Robust Medical Diagnosis with Image-Tabular Data arXiv:2605.25968v1 Announce Type: new Abstract: While multimodal data integrating diverse imaging and clinical tabular records is crucial for accurate medical diagnosis, the arbitrary absence of specific modalities is prevalent in clinical practice, severely degrading the performance of multimodal models. Existing methods either discard missing modalities, leading to information loss, or struggle to sy