User profiles for Yun Liu

Yun Liu

- Verified email at google.com - Cited by 15407

Yun Liu

- Verified email at anu.edu.au - Cited by 14657

Yun Liu

- Verified email at nankai.edu.cn - Cited by 8477

An orthophosphate semiconductor with photooxidation properties under visible-light irradiation

…, H Stuart-Williams, H Yang, J Cao, W Luo, Z Li, Y Liu… - Nature materials, 2010 - nature.com
The search for active semiconductor photocatalysts that directly split water under visible-light
irradiation remains one of the most challenging tasks for solar-energy utilization 1 , 2 , 3 , 4 , …

Epigenome-wide association data implicate DNA methylation as an intermediary of genetic risk in rheumatoid arthritis

Y Liu, MJ Aryee, L Padyukov, MD Fallin… - Nature …, 2013 - nature.com
Epigenetic mechanisms integrate genetic and environmental causes of disease, but
comprehensive genome-wide analyses of epigenetic modifications have not yet demonstrated …

Large language models encode clinical knowledge

…, K Chou, J Gottweis, N Tomasev, Y Liu… - arXiv preprint arXiv …, 2022 - arxiv.org
Large language models (LLMs) have demonstrated impressive capabilities in natural language
understanding and generation, but the quality bar for medical and clinical applications is …

Richer convolutional features for edge detection

Y Liu, MM Cheng, X Hu, K Wang… - Proceedings of the …, 2017 - openaccess.thecvf.com
In this paper, we propose an accurate edge detector using richer convolutional features (RCF).
Since objects in natural images possess various scales and aspect ratios, learning the …

Increased methylation variation in epigenetic domains across cancer types

…, B Langmead, OG McDonald, B Wen, H Wu, Y Liu… - Nature …, 2011 - nature.com
Tumor heterogeneity is a major barrier to effective cancer diagnosis and treatment. We recently
identified cancer-specific differentially DNA-methylated regions (cDMRs) in colon cancer, …

The tyrosine kinase negative regulator c-Cbl as a RING-type, E2-dependent ubiquitin-protein ligase

…, SS Wing, H Huang, JD Leverson, T Hunter, YC Liu - Science, 1999 - science.org
Ubiquitination of receptor protein-tyrosine kinases (RPTKs) terminates signaling by marking
active receptors for degradation. c-Cbl, an adapter protein for RPTKs, positively regulates …

[HTML][HTML] Large language models encode clinical knowledge

…, Y Matias, K Chou, J Gottweis, N Tomasev, Y Liu… - Nature, 2023 - nature.com
Large language models (LLMs) have demonstrated impressive capabilities, but the bar for
clinical applications is high. Attempts to assess the clinical knowledge of models typically rely …

Toward expert-level medical question answering with large language models

…, E Dominowska, B Agüera y Arcas, N Tomašev, Y Liu… - Nature Medicine, 2025 - nature.com
Large language models (LLMs) have shown promise in medical question answering, with
Med-PaLM being the first to exceed a ‘passing’ score in United States Medical Licensing …

Towards generalist biomedical AI

…, I Ktena, A Palepu, B Mustafa, A Chowdhery, Y Liu… - Nejm Ai, 2024 - ai.nejm.org
Background Medicine is inherently multimodal, requiring the simultaneous interpretation
and integration of insights between many data modalities spanning text, imaging, genomics, …

Monai: An open-source framework for deep learning in healthcare

…, Y He, Z Xu, A Hatamizadeh, W Zhu, Y Liu… - arXiv preprint arXiv …, 2022 - arxiv.org
Artificial Intelligence (AI) is having a tremendous impact across most areas of science.
Applications of AI in healthcare have the potential to improve our ability to detect, diagnose, …