Mengling Feng - Publications, H-index & Citations

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Mengling Feng

National University of Singapore

35H-index

265Paper Count

1.2WCitation Count

Published Papers 59

Publication Date

ALPaCA: Adapting Llama for Pathology Context Analysis to enable slide-level question answering

Nature Communications

IF15.7

2026-08-20

OAAI

Zeyu Gao; Kai He; Weiheng Su; Xiaobo Pang; Ines P. Machado; Mercedes Jimenez-Linan; Brian Rous; Chunbao Wang; Chengzu Li; William McGough; Shangqi Gao; Di Zhang; Tieliang Gong; Ming Y. Lu; Faisal Mahmood; Mengling Feng; Chen Li; Mireia Crispin-Ortuzar

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BrainPrompt+: Multi-Level Brain Prompt Learning for Knowledge-Guided Neurological Disorder Identification

IEEE Transactions on Medical Imaging

IF9.8

2026-05-13

PREAI

Jiaxing Xu; Kai He; Yue Tang; Wei Li; Mengcheng Lan; Yue Xun; Qika Lin; Peifan Ran; Yiping Ke; Mengling Feng

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PAL: Prompting analytic learning with missing modality for multi-modal class-incremental learning

Pattern Recognition

IF7.6

2026-03-14

PREAI

Xianghu Yue; Yiming Chen; Xueyi Zhang; Xiaoxue Gao; Mengling Feng; Mingrui Lao; Huiping Zhuang; Haizhou Li

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MEETI: A Multimodal ECG Dataset from MIMIC-IV-ECG with Signals, Images, Features and Interpretations

Scientific Data

IF6.9

2026-02-01

OAAI

Zhang, Deyun; Lan, Xiang; Geng, Shijia; Zhao, Qinghao; Fan, Sumei; Feng, Mengling; Hong, Shenda

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No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-K Patch Sampling

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XVI

IF0

2026-01-01

PREAI

Jeon, Young Seok; Yang, Hongfei; Fu, Huazhu; Kway, Yeshe; Feng, Mengling

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BrainPrompt: Multi-level Brain Prompt Enhancement for Neurological Condition Identification

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT XII

IF0

2026-01-01

PREAI

Xu, Jiaxing; He, Kai; Tang, Yue; Li, Wei; Lan, Mengcheng; Dong, Xia; Ke, Yiping; Feng, Mengling

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Towards Accurate and Reliable ICU Outcome Prediction: A Multimodal Learning Framework Based on Belief Function Theory using Structured EHRs and Free-Text Notes

Journal of Healthcare Informatics Research

IF3.7

2025-11-30

OAAI

Yucheng Ruan; Daniel J. Tan; See-Kiong Ng; Ling Huang; Mengling Feng

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Robust Multimodal Sentiment Analysis via Double Information Bottleneck

Information Fusion

IF15.5

2025-11-21

PREAI

Huiting Huang; Tieliang Gong; Kai He; Jialun Wu; Erik Cambria; Mengling Feng

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GRACE-ICU: A multimodal nomogram-based approach for illness severity assessment of older adults in the ICU

npj Digital Medicine

IF15.1

2025-08-13

OAAI

Xiaoli Liu; Wesley Yeung; Ziyue Chen; Sicheng Hao; Zhicheng Yang; Xiaowei Sun; Chao Liu; Zhi Mao; Muyang Yan; Wei Yan; Desen Cao; Mengling Feng; Deyu Li; Zhengbo Zhang; Leo Anthony Celi

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Diabetes Mellitus, Preoperative Glycemic Control and Postoperative Outcomes: A Multi-Ethnic Asian Perspective

Clinical Medicine Insights: Endocrinology and Diabetes

IF0

2025-07-23

OAAI

Roderica Rui Ge Ng; Charlene Xian Wen Kwa; Yuhe Ke; Brenda Pei Yi Tan; Mengling Feng; Hairil Rizal Abdullah

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Multi-granularity semantic extraction and multi-task fusion for Chinese medical entity normalization

Expert Systems with Applications

IF7.5

2025-07-22

PREAI

Wenhui Hou; Kai He; Rui Mao; Jianqiang Wang; Xiaokang Wang; Mengling Feng

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From screens to scenes: A survey of embodied AI in healthcare

INFORMATION FUSION

IF15.5

2025-07-01

PREAI

Liu, Yihao; Cao, Xu; Chen, Tingting; Jiang, Yankai; You, Junjie; Wu, Minghua; Wang, Xiaosong; Feng, Mengling; Jin, Yaochu; Chen, Jintai

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External Retrievals or Internal Priors? From RAG to Epitome-Augmented Generation by Fuzzy Selection

IEEE Transactions on Fuzzy Systems

IF11.9

2025-06-19

PREAI

Kai He; Jiaxing Xu; Qika Lin; Wenqing Wang; Zeyu Gao; Jialun Wu; Yucheng Huang; Mengling Feng

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Incorporating Large Vision Model Distillation and Fuzzy Perception for Improving Disease Diagnosis

IEEE Transactions on Fuzzy Systems

IF11.9

2025-04-09

PREAI

Zhan Gao; Qika Lin; Huaxuan Wen; Bin Pu; Mengling Feng; Kenli Li

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Has multimodal learning delivered universal intelligence in healthcare? A comprehensive survey

INFORMATION FUSION

IF15.5

2025-04-01

OAAI

Lin, Qika; Zhu, Yifan; Mei, Xin; Huang, Ling; Ma, Jingying; He, Kai; Peng, Zhen; Cambria, Erik; Feng, Mengling

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Evidential time-to-event prediction with calibrated uncertainty quantification

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2025-03-01

OAAI

Huang, Ling; Xing, Yucheng; Mishra, Swapnil; Denux, Thierry; Feng, Mengling

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Smart Imitator: Learning from Imperfect Clinical Decisions

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

IF4.6

2025-01-10

OAAI

Perera, Dilruk; Liu, Siqi; See, Kay Choong; Feng, Mengling

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Reinforcement Learning to Optimize Ventilator Settings for Patients on Invasive Mechanical Ventilation: Retrospective Study

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2024-10-16

OAAI

Liu, Siqi; Xu, Qianyi; Xu, Zhuoyang; Liu, Zhuo; Sun, Xingzhi; Xie, Guotong; Feng, Mengling; See, Kay Choong

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A review of uncertainty quantification in medical image analysis: Probabilistic and non-probabilistic methods

MEDICAL IMAGE ANALYSIS

IF11.8

2024-10-01

OAAI

Huang, Ling; Ruan, Su; Xing, Yucheng; Feng, Mengling

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A machine-learning exploration of the exposome from preconception in early childhood atopic eczema, rhinitis and wheeze development

ENVIRONMENTAL RESEARCH

IF7.7

2024-06-01

OAAI

Dong, Yizhi; Lau, Hui Xing; Suaini, Noor Hidayatul Aini; Kee, Michelle Zhi Ling; Ooi, Delicia Shu Qin; Shek, Lynette Pei-chi; Lee, Bee Wah; Godfrey, Keith M.; Tham, Elizabeth Huiwen; Ong, Marcus Eng Hock; Liu, Nan; Wong, Limsoon; Tan, Kok Hian; Chan, Jerry Kok Yen; Yap, Fabian Kok Peng; Chong, Yap Seng; Eriksson, Johan Gunnar; Feng, Mengling; Loo, Evelyn Xiu Ling

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Research Directions