Guilan Kong - Manchester Business School;University of Manchester;Manchester Business School, University of Manchester

基本信息

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职业迁徙

个人简介

intelligent decision making in medicine, clinical decision support systems, big data mining in health, learning health systems

研究兴趣

论文共 90 篇作者统计合作学者相似作者

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Neural Granger Causal Discovery for Derangements in ICU-Acquired Acute Kidney Injury Patients

Haowei Xu, Wentie Liu, Tongyue Shi,Guilan Kong

AMIA Annual Symposium proceedings AMIA Symposium (2025): 1265-1274

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Shichao Fang,Shenda Hong,Qing Li,Pengfei Li,Tim Coats,Beiji Zou,Guilan Kong

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS (2025)

引用0浏览0WOSEI引用

Interpretable Machine Learning to Predict the Malignancy Risk of Follicular Thyroid Neoplasms in Extremely Unbalanced Data: Retrospective Cohort Study and Literature Review

Rui Shan,Xin Li,Jing Chen, Zheng Chen,Yuan-Jia Cheng, Bo Han, Run-Ze Hu,Jiu-Ping Huang,Gui-Lan Kong,Hui Liu,Fang Mei,Shi-Bing Song,Bang-Kai Sun, Hui Tian, Yang Wang,Wu-Cai Xiao,Xiang-Yun Yao,Jing-Ming Ye, Bo Yu,Chun-Hui Yuan,Fan Zhang,Zheng Liu

JMIR cancer（2025）

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Identifying Acute Kidney Injury Subtypes Based on Serum Electrolyte Data in ICU Via K-medoids Clustering

Wentie Liu, Tongyue Shi, Haowei Xu,Huiying Zhao, Jianguo Hao,Guilan Kong

AMIA Annual Symposium proceedings AMIA Symposium (2025): 733-737

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Acute Kidney Injury Prognosis Prediction Using Machine Learning Methods: A Systematic Review

Yu Lin,Tongyue Shi,Guilan Kong

Kidney medicineno. 1 (2024): 100936-100936

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Stochastic Parrots or ICU Experts? Large Language Models in Critical Care Medicine: A Scoping Review

Tongyue Shi, Jun Ma, Zihan Yu, Haowei Xu, Minqi Xiong, Meirong Xiao, Yilin Li,Huiying Zhao,Guilan Kong

CoRR (2024)

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Interpretable Machine Learning to Predict the Malignancy Risk of Follicular Thyroid Neoplasms in the Extremely Unbalanced Data: Experiences from a Real-World Study and Literature Review (Preprint)

Rui Shan,Xin Li,Jing Chen, Zheng Chen,Yuan-Jia Cheng, Bo Han, Run-Ze Hu,Jiu-Ping Huang,Gui-Lan Kong, Hui Liu,Fang Mei,Shi-Bing Song,Bang-Kai Sun, Hui Tian,Yang Wang,Wu-Cai Xiao,Xiang-Yun Yao,Jing-Ming Ye, Bo Yu,Chun-Hui Yuan,Fan Zhang, Zheng Liu

JMIR Cancer (2024)

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Association of the Intergenerational Structure with the Onset of Depressive Symptoms among Middle-Aged and Older Adults in China

Jun Ma,Wenwen Liu,Yangfan Chai,Jiayu Wang,Guilan Kong

International Journal of Social Psychiatry（2024）

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Development and Validation of a Three-Stage, Machine Learning-Based Model to Optimize the Pre-Operational Clinical Decision-Making for the Screening, Diagnosis, and Treatment of Follicular Thyroid Neoplasms

Xin Li,Rui Shan,Jing Chen, Zheng Chen,Yuan-Jia Cheng,Bo Han, Run-Ze Hu,Jiu-Ping Huang,Guilan Kong,Hui Liu,Fang Mei,Shi-Bing Song,Bang-Kai Sun, Hui Tian,Yang Wang,Wucai Xiao,Xiang-Yun Yao,Jing-Ming Ye, Bo Yu,Chunhui Yuan,Fan Zhang,Zheng Liu

crossref（2024）

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Graph-guided Deep Hashing Networks for Similar Patient Retrieval

Yifan Gu,Xuebing Yang,Mengxuan Sun, Chutong Wang,Hongyu Yang,Chao Yang,Jinwei Wang,Guilan Kong,Jicheng Lv,Wensheng Zhang

COMPUTERS IN BIOLOGY AND MEDICINE (2024)

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