百晓学者学者目录

刘楠

副教授、硕士生导师,云南大学

精选作品

期刊论文

2026

Reasoning-driven large language models in medicine: opportunities, challenges, and the road ahead.

Xiaofei Wang, Zhu-Xin Xiong, K. Zou, Sahana Srinivasan, T. Lo, Yi-Lan Wu, Min-Jie Zou, Nan Liu, F. Antaki, Wei-Ying Ma, A. Atanasov, Julian Savulescu, Josip Car, David C. Klonoff, Bin Sheng, Tien Y. Wong, Qing-Yu Chen, Y. Tham

The Lancet Digital Health

2026

Platforms for artificial intelligence-enabled infectious disease surveillance

Marya Getchell, Michael Barber, Tom Carpino, Carl J E Suster, V. Sintchenko, Nan Liu, Suci Wulandari, Yoong Khean Khoo, Ashley Tsai, Jun-Xiong Pang, D. Hipgrave, S. Kumar, A. W. Maula, Philip AbdelMalik, T. Dallman, P. Pronyk

npj Digital Medicine

2026

How AI companions could deepen social inequality

Qi-Yang Zhang, Ren-Wen Zhang, Nan Liu

Nature Human Behaviour

2026

Ethical principles and considerations in health AI

Yi-Lin Ning, Yian Ma, Ming-Xuan Liu, G. Collins, A. Thirunavukarasu, Melissa D. McCradden, J. Ong, Yu-He Ke, D. Ting, D. Bitterman, Y. Tham, A. Denniston, P. Keane, Josip Car, Patrick Tan, K. Moons, Tien Y. Wong, Eric J. Topol, Nan Liu

Patterns

2026

AI-induced never-skilling in medical education

Yu-He Ke, Li-Yuan Jin, J. Ong, A. Thirunavukarasu, Josip Car, C. Y. Cheung, Y. Tham, D. Ting, M. Ong, S. Compton, Aditee Narayan, P. Keane, Tien Y. Wong, David W. Bates, Patrick Tan, Nan Liu

Nature Medicine

2026

Toward Global Large Language Models in Medicine

Rui Yang, Hui-Tao Li, Wei-Hao Xuan, He-Li Qi, Xin Li, Kun-Yu Yu, Ying-Jian Chen, Rongrong Wang, Jacques Behmoaras, Tianxi Cai, Bibhas Chakraborty, Qingyu Chen, Lionel Tim-Ee Cheng, Marie-Louise Damwanza, Chido Dzinotyiwei, Ao-Song Feng, Chuan Hong, Yusuke Iwasawa, Yu-He Ke, Linah Kitala, Taehoon Ko, Jisan Lee, I. Li, J. Liew, Hongfang Liu, L. L. Low, Edison Marrese-Taylor, Yutaka Matsuo, Isheanesu Misi, Yi-Lin Ning, J. Ong, M. Ong, Enrico Petretto, H. Rouhizadeh, Abiram Sandralegar, O. Schreier, Iain Beehuat Tan, Patrick Tan, D. Ting, Jun-Jue Wang, Chun-Hua Weng, M. Wong, Fang Wu, Yunze Xiao, Xuhai Xu, Qingcheng Zeng, Zhuo Zheng, Yi-Fan Peng, Douglas Teodoro, Nan Liu

arXiv.org

2026

Liability in health artificial intelligence: a scoping review

Gini Wei Wen Wong, Bryan Wei Zhi Wong, Serim Kim, Yi-Mei Sun, Cheryl K. F. Seah, Allen Kiat Peng Sng, Andrew Fu Wah Ho, Jasmine Chiat Ling Ong, Nan Liu

The Royal College of Radiologists Open

2026

Patient factors in medical artificial intelligence: a systematic review

Shi-Xin Lai, Z. Guan, Yulu Zhang, Jun-Xian Hong, Dian Zeng, Justin B. Echouffo-Tcheugui, Yi-Ming Qin, Jie Shen, Hua-Ting Li, Ze-Hua Jiang, Hai-Chao Chen, Yi-Lan Wu, Zi-Hao Zou, Ge-Zheng Zhao, Yue Qiu, J. Ong, Nan Liu, Xiao-Dong Sun, Saleha Masood, Han Lv, N. Mathioudakis, Ethan Goh, Lorainne Tudor Car, P. Keane, David C. Klonoff, Tien Y. Wong, Bin Sheng

Nature Health

2026

Enabling equitable global health AI with privacy‑enhancing technologies

Siqi Li, Chao Yan, J. Ong, Yi-Lin Ning, Serim Kim, Wang-Xuan Fan, Katherine E. Brown, Iain Beehuat Tan, E. Wong, Qian Long, Zeng-Xiang Li, P. Pronyk, Michael Barber, L. Low, M. Ong, E. Petretto, H. Tan, Melissa D. McCradden, Rui Yang, Rui Zhang, Li-Jing L. Yan, D. Ting, B. Mateen, A. Denniston, Bradley A. Malin, Nan Liu

npj Digital Medicine

2026

Large language models in global health

J. Ong, Yi-Lin Ning, Rui Yang, D. Bitterman, Xiaoxuan Liu, Y. Tham, G. Collins, Michelle María Jiménez de Tavárez, B. Mateen, K. Amissah-Arthur, Bin Sheng, I. Tan, C. Hong, Lionel Tim-Ee Cheng, B. A. Goldstein, P. V. Lê, Yun Liu, H. Tan, M. Ong, S. Wagner, A. Denniston, P. Keane, Josip Car, W. Chapman, K. Moons, T. Wong, Eric J. Topol, Nan Liu

Nature Health

2025

⁠Advancing ethical AI in healthcare through interpretability

Yi-Lin Ning, Ming-Xuan Liu, Nan Liu

Patterns

2025

International partnership for governing generative artificial intelligence models in medicine

J. Ong, Yi-Lin Ning, G. Collins, D. Bitterman, A. Beecy, Robert T Chang, A. Denniston, Oscar Freyer, S. Gilbert, A. D. de Hond, A. Leeuwenberg, Liang Zhao, John C. W. Lim, Ming-Xuan Liu, Xiaoxuan Liu, Christopher A Longhurst, Yian Ma, Yue Qiu, R. Sarkar, Bin Sheng, Kuldev Singh, Iris Siu Kwan Tan, Y. Tham, A. Thirunavukarasu, D. Ting, S. Vogel, Rui Zhang, Jianfei Zhao, Wendy W Chapman, Nigam H. Shah, K. Moons, Tien Y. Wong, Nan Liu

Nature Medicine

2025

PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods

K. Moons, J. Damen, T. Kaul, L. Hooft, C. Andaur Navarro, P. Dhiman, A. Beam, B. van Calster, L. Celi, S. Denaxas, A. Denniston, Marzyeh Ghassemi, G. Heinze, A. Kengne, Lena Maier-Hein, Xiaoxuan Liu, Patricia Logullo, Melissa D. McCradden, Nan Liu, Lauren Oakden-Rayner, Karandeep Singh, D. Ting, L. Wynants, Bada Yang, J. Reitsma, R. Riley, Gary S. Collins, M. van Smeden

British medical journal

2025

Building a Global Research Network for Fair, Accountable, Interpretable, and Responsible AI in Emergency Care: Protocol for a FAIR-EC Study

Chuan Hong, J. Liew, Jaeyong Yu, Tomás Barry, A. Blewer, Daniel M. Buckland, Tianrun Cai, Won Chul Cha, Bibhas Chakraborty, Wei Chen, Jun Cheng, S. Chong, T. Djärv, Arul Earnest, Matthew M. Engelhard, Xiuyi Fan, Meng-Ling Feng, Jean Feng, Huazhu Fu, Wilson Wen Bin Goh, Benjamin A. Goldstein, Jessica L. Gronsbell, A. Ho, K. Ho, Taku Iwami, A. Joiner, A. Kornblith, Siqi Li, S. Lim, Molei Liu, Zhenghong Liu, Lei Lu, Yuan Luo, Y. Ng, Yi-Lin Ning, Y. Okada, J. O. Park, Y. Park, J. Razzak, Yu Shen, F. Siddiqui, Peter A D Steel, K. Tan, Salinelat Teixayavong, Bella Vakulenko-Lagun, J. Vissoci, Grzegorz Waligóra, Fei Wang, Hai-Bo Wang, Hao-Yuan Wang, A. Wong, Feng Xie, Jie Yang, Yiye Zhang, Dou-Dou Zhou, Li Zhou, Ting-Ting Zhu, Robert Neumar, David Page, Roger Vaughan, M. Ong, Nan Liu

JMIR Research Protocols

2025

FedIMPUTE: Privacy-preserving missing value imputation for multi-site heterogeneous electronic health records

Siqi Li, Mengying Yan, Ruizhi Yuan, Molei Liu, Nan Liu, Chuan Hong

Journal of Biomedical Informatics

2024

再造“新乡贤”:返乡青年网红媒介实践嵌入基层治理的社会资本转换

刘楠

《中国青年研究》,No. 12

2024

区域视角下“新农人”网红媒介实践的组织团结与可持续发展

刘楠

《新闻与传播研究》,Vol. 31, No. 7

2024

An ethics assessment tool for artificial intelligence implementation in healthcare: CARE-AI

Yi-Lin Ning, Xiaoxuan Liu, G. Collins, K. Moons, Melissa D. McCradden, D. Ting, J. Ong, B. A. Goldstein, S. Wagner, P. Keane, Eric J. Topol, Nan Liu

Nature Medicine

2024

Corrigendum to “Development and Asian-wide validation of the Grade for Interpretable Field Triage (GIFT) for predicting mortality in pre-hospital patients using the Pan-Asian Trauma Outcomes Study (PATOS)” [The Lancet Regional Health - Western Pacific 34 (2023) 100733]

Jaeyong Yu, Sejin Heo, Feng Xie, Nan Liu, S. Yoon, Hansol Chang, Taerim Kim, Se-Uk Lee, M. E. Hock Ong, Y. Ng, Sang Shin, K. Kajino, Wen-Chu Chiang, Won Chul Cha

The Lancet Regional Health - Western Pacific

2022

数字时代"民族志新闻"的协商实践与价值建构

刘楠

《南京社会科学》,No. 2

2021

从"虚拟团结"到"实用团结":基于卡协青年司机微信群组织的研究

刘楠

《中国青年研究》,No. 1

2019

乡村振兴背景下的“三农”主体话语生产与实践建构

刘楠,周小普

《甘肃社会科学》,No. 5

2019

乡村振兴战略语境下社会底层群体的传播

周小普,刘楠

《广州大学学报(社会科学版)》,Vol. 18, No. 4

会议论文

2026

城市社区老幼共融服务中心的实践探索

刘楠,汪盛,杨亚博

《2026年社会学研讨会学科发展分论坛》

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