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Application of large language models in medicine

Journal article

Liu F. et al, (2025), Nature Reviews Bioengineering

AI-assisted In silico Trial for the Optimization of Osmotherapy after Ischaemic Stroke

Journal article

Chen X. et al, (2025), IEEE Journal of Biomedical and Health Informatics

Aligning, Autoencoding and Prompting Large Language Models for Novel Disease Reporting

Journal article

Liu F. et al, (2025), IEEE Transactions on Pattern Analysis and Machine Intelligence, 1 - 12

CC-SAM: SAM with Cross-Feature Attention and Context for Ultrasound Image Segmentation

Conference paper

Gowda SN. and Clifton DA., (2025), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 15103 LNCS, 108 - 124

Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Generation

Journal article

Wang C. et al, (2025), IEEE Transactions on Circuits and Systems for Video Technology

Microtitre Plate Image Augmentation with Generative Adversarial Networks

Conference paper

Li R. et al, (2025), ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Exploring the effectiveness of instruction tuning in biomedical language processing

Journal article

Rohanian O. et al, (2024), Artificial Intelligence in Medicine, 158

RenAIssance: A Survey Into AI Text-to-Image Generation in the Era of Large Model.

Journal article

Bie F. et al, (2024), IEEE transactions on pattern analysis and machine intelligence, PP

Temporal dynamics unleashed: Elevating variational graph attention

Journal article

Molaei S. et al, (2024), Knowledge-Based Systems, 112110 - 112110

Are Time Series Foundation Models Ready for Vital Sign Forecasting in Healthcare?

Conference paper

Gu X. et al, (2024), Proceedings of Machine Learning Research, 259, 401 - 419

Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation

Conference paper

Chauhan VK. et al, (2024), Proceedings of Machine Learning Research, 238, 3529 - 3537

Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark

Conference paper

Liu F. et al, (2024), Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 13696 - 13710

Mine Your Own Anatomy: Revisiting Medical Image Segmentation With Extremely Limited Labels

Journal article

You C. et al, (2024), IEEE Transactions on Pattern Analysis and Machine Intelligence, 1 - 16

The doctor will polygraph you now.

Journal article

Anibal J. et al, (2024), Npj health systems, 1

Voice EHR: introducing multimodal audio data for health.

Journal article

Anibal J. et al, (2024), Frontiers in digital health, 6

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