Artificial general intelligence for radiation oncology

C Liu, Z Liu, J Holmes, L Zhang, L Zhang, Y Ding… - Meta-radiology, 2023 - Elsevier
The emergence of artificial general intelligence (AGI) is transforming radiation oncology. As
prominent vanguards of AGI, large language models (LLMs) such as GPT-4 and PaLM 2 can …

Pharmacygpt: The ai pharmacist

Z Liu, Z Wu, M Hu, B Zhao, L Zhao, T Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
In this study, we introduce PharmacyGPT, a novel framework to assess the capabilities of
large language models (LLMs) such as ChatGPT and GPT-4 in emulating the role of clinical …

Radonc-gpt: A large language model for radiation oncology

Z Liu, P Wang, Y Li, J Holmes, P Shu, L Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper presents RadOnc-GPT, a large language model specialized for radiation
oncology through advanced tuning methods. RadOnc-GPT was finetuned on a large dataset …

Holistic evaluation of gpt-4v for biomedical imaging

Z Liu, H Jiang, T Zhong, Z Wu, C Ma, Y Li, X Yu… - arXiv preprint arXiv …, 2023 - arxiv.org
In this paper, we present a large-scale evaluation probing GPT-4V's capabilities and
limitations for biomedical image analysis. GPT-4V represents a breakthrough in artificial …

Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer

Z Xiao, Y Chen, J Yao, L Zhang, Z Liu, Z Wu, X Yu… - Information …, 2024 - Elsevier
Prompts play a crucial role in enhancing the control, adaptability, and scalable application of
large language models. In recent years, strategies involving prompts have also been …

Mask-Guided Vision Transformer for Few-Shot Learning

Y Chen, Z Xiao, Y Pan, L Zhao, H Dai… - … on Neural Networks …, 2024 - ieeexplore.ieee.org
Learning with little data is challenging but often inevitable in various application scenarios
where the labeled data are limited and costly. Recently, few-shot learning (FSL) gained …

[PDF][PDF] Meta‐Radiology

Y Liu, T Han, S Ma, J Zhang, Y Yang, J Tian, H He, A Li… - Meta, 2023 - newswise.com
The emergence of artificial general intelligence (AGI) is transforming radiation oncology. As
prominent vanguards of AGI, large language models (LLMs) such as GPT-4 and PaLM 2 can …

Empowering Medical Data Analysis: An Advanced Deep Fusion Model for Sorting Medicine Document

G Bo, W Shanshan, Z Qing, P Bo, Z Yan - IEEE Access, 2023 - ieeexplore.ieee.org
To enhance the accuracy of medical document classification, we propose an advanced
deep fusion model for sorting medicine document. Specifically, we enhance text …