85 citations · 85 across the 3 of their papers we have counts for
3 papers
cs.CV2024
MEDBind: Unifying Language and Multimodal Medical Data Embeddings
Yuan Gao, Sangwook Kim, David E Austin +1
Medical vision-language pretraining models (VLPM) have achieved remarkable progress in fusing chest X-rays (CXR) with clinical texts, introducing image-text data binding approaches…
cs.CV2023
Cross-Task Attention Network: Improving Multi-Task Learning for Medical Imaging Applications
Sangwook Kim, Thomas G. Purdie, Chris McIntosh
Multi-task learning (MTL) is a powerful approach in deep learning that leverages the information from multiple tasks during training to improve model performance. In medical imagin…
physics.med-ph2016★ 85 cited
Voxel-Based Dose Prediction with Multi-Patient Atlas Selection for Automated Radiotherapy Treatment Planning
Chris McIntosh, Thomas G. Purdie
Automating the radiotherapy treatment planning process is a technically challenging problem. The majority of automated approaches have focused on customizing and inferring dose vol…