Transformers in medical image analysis

• Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations

  2025 European Journal of Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access

  9

  citations
• Medical Image Analysis with Transformer Models: A Study on Vision Transformers for the COVID19 Classification of CT Chest Images

  2024 International Symposium on Innovative Approaches in Smart Technologies (ISAS) conference-paper Medicine COVID-19 diagnosis using AI

  0

  citations
• Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney

  2024 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent

  25

  citations
• Artificial Intelligence for Response Assessment in Neuro Oncology (AI-RANO), part 1: review of current advancements

  2024 The Lancet Oncology article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  25

  citations
• Enhancing diagnostic deep learning via self-supervised pretraining on large-scale, unlabeled non-medical images

  2024 European Radiology Experimental article Medicine COVID-19 diagnosis using AI Open access

  34

  citations

5 results