Jeffrey P. Zwerner

Multi-modal learning with missing data for cancer diagnosis using histopathological and genomic data

2022 · Medical Imaging 2022: Computer-Aided Diagnosis

Multi-modal learning (e.g., integrating pathological images with genomic features) tends to improve the accuracy of cancer diagnosis and prognosis as compared to learning with a single modality. However, missing data is a common problem in …