Xiaofeng Lei

15 papers Misc 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care.
CoRR
Zhi Da Soh, Yang Bai, Kai Yu, Yang Zhou, Xiaofeng Lei, Sahil Thakur, Zann Lee, Lee Ching Linette Phang, Qingsheng Peng, Cancan Xue, Rachel Chong, Quan V. Hoang, Lavanya Raghavan, Yih Chung Tham, Charumathi Sabanayagam, Wei-Chi Wu, Ming-Chih Ho, Jiangnan He, Preeti Gupta, Ecosse Lamoureux, Seang Mei Saw, Vinay Nangia, Songhomitra Panda-Jonas, Jie Xu, Ya Xing Wang, Xinxing Xu, Jost B. Jonas, Tien Yin Wong, Rick Siow Mong Goh, Yong Liu, Ching-Yu Cheng
2025 J jnl
Are Traditional Deep Learning Model Approaches as Effective as a Retinal-Specific Foundation Model for Ocular and Systemic Disease Detection?
CoRR
Samantha Min Er Yew, Xiaofeng Lei, Jocelyn Hui Lin Goh, Yibing Chen, Sahana Srinivasan, Miao-li Chee, Krithi Pushpanathan, Ke Zou, Qingshan Hou, Zhi Da Soh, Cancan Xue, Marco Chak Yan Yu, Charumathi Sabanayagam, E. Shyong Tai, Xueling Sim, Yaxing Wang, Jost B. Jonas, Vinay Nangia, Gabriel Dawei Yang, Emma Anran Ran, Carol Yim-lui Cheung, Yangqin Feng, Jun Zhou, Rick Siow Mong Goh, Yukun Zhou, Pearse A. Keane, Yong Liu, Ching-Yu Cheng, Yih-Chung Tham
2025 J jnl
Is an Ultra Large Natural Image-Based Foundation Model Superior to a Retina-Specific Model for Detecting Ocular and Systemic Diseases?
CoRR
Qingshan Hou, Yukun Zhou, Jocelyn Hui Lin Goh, Ke Zou, Samantha Min Er Yew, Sahana Srinivasan, Meng Wang, Thaddaeus Wai Soon Lo, Xiaofeng Lei, Siegfried K. Wagner, Mark A. Chia, Dawei Yang, Hongyang Jiang, Emma Anran Ran, Rui Santos, Gábor Márk Somfai, Juan Helen Zhou, Haoyu Chen, Qingyu Chen, Carol Yim-lui Cheung, Pearse A. Keane, Yih Chung Tham
2024 J jnl
Enhancing Community Vision Screening - AI Driven Retinal Photography for Early Disease Detection and Patient Trust.
CoRR
Xiaofeng Lei, Yih Chung Tham, Jocelyn Hui Lin Goh, Yangqin Feng, Yang Bai, Zhi Da Soh, Rick Siow Mong Goh, Xinxing Xu, Yong Liu, Ching-Yu Cheng
2024 — conf
Enhancing Community Vision Screening: AI-Driven Retinal Photography for Early Disease Detection and Patient Trust.
OMIA@MICCAI
Xiaofeng Lei, Yih Chung Tham, Jocelyn Hui Lin Goh, Yangqin Feng, Yang Bai, Zhi Da Soh, Rick Siow Mong Goh, Xinxing Xu, Yong Liu, Ching-Yu Cheng
2023 J jnl
Contrastive domain adaptation with consistency match for automated pneumonia diagnosis.
Medical Image Anal.
Yangqin Feng, Zizhou Wang, Xinxing Xu, Yan Wang, Huazhu Fu, Shaohua Li, Liangli Zhen, Xiaofeng Lei, Yingnan Cui, Jordan Zheng Ting Sim, Yonghan Ting, Joey Tianyi Zhou, Yong Liu, Rick Siow Mong Goh, Cher Heng Tan
2022 J jnl
Deep Supervised Domain Adaptation for Pneumonia Diagnosis From Chest X-Ray Images.
IEEE J. Biomed. Health Informatics
Yangqin Feng, Xinxing Xu, Yan Wang, Xiaofeng Lei, Soo Kng Teo, Jordan Zheng Ting Sim, Yonghan Ting, Liangli Zhen, Joey Tianyi Zhou, Yong Liu, Cher Heng Tan
2022 — conf
Localizing Anatomical Landmarks in Ocular Images Using Zoom-In Attentive Networks.
OMIA@MICCAI
Xiaofeng Lei, Shaohua Li, Xinxing Xu, Huazhu Fu, Yong Liu, Yih Chung Tham, Yangqin Feng, Mingrui Tan, Yanyu Xu, Jocelyn Hui Lin Goh, Rick Siow Mong Goh, Ching-Yu Cheng
2022 J jnl
Localizing Anatomical Landmarks in Ocular Images using Zoom-In Attentive Networks.
CoRR
Xiaofeng Lei, Shaohua Li, Xinxing Xu, Huazhu Fu, Yong Liu, Yih Chung Tham, Yangqin Feng, Mingrui Tan, Yanyu Xu, Jocelyn Hui Lin Goh, Rick Siow Mong Goh, Ching-Yu Cheng
2021 — conf
Design and implementation of process form translation component based on business service catalog.
EITCE
Xiaolu Zhou, Xiaofeng Lei, Danping Li
2010 — conf
Software Operational Profile Modeling and Reliability Prediction with an Open Environment.
QSIC
Xiaofeng Lei, Chenggang Bai, Liang Su
2009 J jnl
Research on a principal components decision algorithm based on information entropy.
J. Inf. Sci.
Shifei Ding, Yongping Zhang, Xiaofeng Lei, Xinzheng Xu, Xin Wang, Li Wang, Qing He
2008 Misc conf
A Supervised Feature Extraction Algorithm for Multi-class.
FAW
Shifei Ding, Fengxiang Jin, Xiaofeng Lei, Zhongzhi Shi
2007 J jnl
Data Mining for Teleconnections in Global Climate Datasets.
Data Sci. J.
Xiaoping Gao, Kunqing Xie, Xingxing Jin, Xiaofeng Lei
2007 J jnl
Discovery of Teleconnections Using Data Mining Technologies in Global Climate Datasets.
Data Sci. J.
Fan Lin, Xingxing Jin, Cheng Hu, Xiaoping Gao, Kunqing Xie, Xiaofeng Lei