IEEE

Generic-to-Personalised Learning for Multimodal Image Synthesis With Bidirectional Variational GAN

Abstract: Multimodal image synthesis, which predicts target-modality images from source-modality images, has garnered considerable attention in the field of clinical diagnosis. Both unidirectional and ...
IEEE

Counterfactual Medical Images Generation for Lung Disease Diagnosis Using Probabilistic Causal Models and Active Learning

Abstract: Recent advancements in deep learning have shown promise in diagnosing lung diseases from medical images, but these methods often lack causal inference capabilities, limiting their ...