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• Vision Transformers for Preoperative CT-Based Prediction of Histopathologic Chemotherapy Response Score in High-Grade Serous Ovarian Carcinoma
  2026
• GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis
  2019
• 3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
  2020
• MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction
  2020
• Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation
  2021
• Focus U-Net: A novel dual attention-gated CNN for polyp segmentation during colonoscopy
  2021
• Focal Attention Networks: optimising attention for biomedical image segmentation
  2021
• Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation
  2022