Search Results for author: Jason Dowling

Found 3 papers, 2 papers with code

Longitudinal Data and a Semantic Similarity Reward for Chest X-Ray Report Generation

1 code implementation19 Jul 2023 Aaron Nicolson, Jason Dowling, Bevan Koopman

To improve diagnostic accuracy, we propose a CXR report generator that integrates aspects of the radiologist workflow and is trained with our proposed reward for reinforcement learning.

Face Model Multi-Task Learning +3

Improving Chest X-Ray Report Generation by Leveraging Warm Starting

1 code implementation24 Jan 2022 Aaron Nicolson, Jason Dowling, Bevan Koopman

Our experimental investigation demonstrates that the Convolutional vision Transformer (CvT) ImageNet-21K and the Distilled Generative Pre-trained Transformer 2 (DistilGPT2) checkpoints are best for warm starting the encoder and decoder, respectively.

Text Generation

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