Search Results - "Cheng, Ching-Yu"

An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care

Da Soh, Zhi, Bai, Yang, Yu, Kai, Zhou, Yang, Lei, Xiaofeng, Thakur, Sahil, Lee, Zann, Phang, Lee Ching Linette, Peng, Qingsheng, Xue, Can Can, Chong, Rachel Shujuan, Hoang, Quan V., Raghavan, Lavanya, Tham, Yih Chung, Sabanayagam, Charumathi, Wu, Wei-Chi, Ho, Ming-Chih, He, Jiangnan, Gupta, Preeti, Lamoureux, Ecosse, Saw, Seang Mei, Nangia, Vinay, Panda-Jonas, Songhomitra, Xu, Jie, Wang, Ya Xing, Xu, Xinxing, Jonas, Jost B., Wong, Tien Yin, Goh, Rick Siow Mong, Liu, Yong, Cheng, Ching-Yu

AI-powered virtual eye: perspective, challenges and opportunities

Wu, Yue, Guo, Yibo, Yan, Yulong, Yang, Jiancheng, Zhou, Xin, Cheng, Ching-Yu, Shi, Danli, He, Mingguang

A Clinician-Friendly Platform for Ophthalmic Image Analysis Without Technical Barriers

Wang, Meng, Lin, Tian, Hou, Qingshan, Lin, Aidi, Wang, Jingcheng, Peng, Qingsheng, Nguyen, Truong X., Fang, Danqi, Zou, Ke, Xu, Ting, Xue, Cancan, Quek, Ten Cheer, Yu, Qinkai, Liu, Minxin, Zhou, Hui, Xiao, Zixuan, He, Guiqin, Liang, Huiyu, Shi, Tingkun, Chen, Man, Liu, Linna, Peng, Yuanyuan, Wang, Lianyu, Hu, Qiuming, Chen, Junhong, Zhang, Zhenhua, Chen, Cheng, Zhao, Yitian, Liu, Dianbo, Wu, Jianhua, Chen, Xinjian, Zhang, Changqing, Nguyen, Triet Thanh, Meng, Yanda, Zheng, Yalin, Tham, Yih Chung, Cheung, Carol Y., Fu, Huazhu, Chen, Haoyu, Cheng, Ching-Yu

Are Traditional Deep Learning Model Approaches as Effective as a Retinal-Specific Foundation Model for Ocular and Systemic Disease Detection?

Yew, Samantha Min Er, Lei, Xiaofeng, Goh, Jocelyn Hui Lin, Chen, Yibing, Srinivasan, Sahana, Chee, Miao-li, Pushpanathan, Krithi, Zou, Ke, Hou, Qingshan, Da Soh, Zhi, Xue, Cancan, Yu, Marco Chak Yan, Sabanayagam, Charumathi, Tai, E Shyong, Sim, Xueling, Wang, Yaxing, Jonas, Jost B., Nangia, Vinay, Yang, Gabriel Dawei, Ran, Emma Anran, Cheung, Carol Yim-Lui, Feng, Yangqin, Zhou, Jun, Goh, Rick Siow Mong, Zhou, Yukun, Keane, Pearse A., Liu, Yong, Cheng, Ching-Yu, Tham, Yih-Chung

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Cost-Sensitive Distribution Alignment for Improving Automated Medical Diagnosis Using Retinal Fundus Photography

Feng, Yangqin, Xu, Xinxing, Wang, Zizhou, Wang, Yan, Fu, Huazhu, Li, Shaohua, Zhen, Liangli, Tan, Tien-En, Bikbov, Mukharram M., Jonas, Jost B., Wong, Chee Wai, Cheng, Ching-Yu, Ting, Daniel Shu Wei, Goh, Rick Siow Mong, Liu, Yong

2024 IEEE Conference on Artificial Intelligence (CAI)

Col-Con: A Virtual Reality Simulation Testbed for Exploring Collaborative Behaviors in Construction

Yu, Liuchuan, Cheng, Ching-Yu, Ranc, William F, Dow, Joshua, Szilagyi, Michael, Huang, Haikun, Hong, Sungsoo Ray, Esmaeili, Behzad, Yu, Lap-Fai

Enhancing Community Vision Screening -- AI Driven Retinal Photography for Early Disease Detection and Patient Trust

Lei, Xiaofeng, Tham, Yih-Chung, Goh, Jocelyn Hui Lin, Feng, Yangqin, Bai, Yang, Da Soh, Zhi, Goh, Rick Siow Mong, Xu, Xinxing, Liu, Yong, Cheng, Ching-Yu

Vision transformer-based stratification of pre/diabetic and pre/hypertensive patients from retinal photographs for 3PM applications

Pushpanathan, Krithi^{Aff1, Aff2}, Bai, Yang^Aff3, Lei, Xiaofeng, Goh, Jocelyn Hui Lin, Xue, Can Can, Yew, Samantha Min Er^{Aff1, Aff2}, Chee, Miaoli, Quek, Ten Cheer, Peng, Qingsheng^{Aff4, Aff5}, Soh, Zhi Da, Yu, Marco Chak Yan, Zhou, Jun, Wang, Yaxing, Jonas, Jost B.^{Aff4, Aff6, Aff7}, Wang, Xiaofei, Sim, Xueling, Tai, E. Shyong^{Aff9, Aff10, Aff11, Aff12}, Sabanayagam, Charumathi^{Aff4, Aff5}, Goh, Rick Siow Mong, Liu, Yong^Aff3, Cheng, Ching-Yu^{Aff1, Aff2, Aff4, Aff5}, Tham, Yih-Chung^{Aff1, Aff2, Aff4, Aff5, IDs13167025004129_cor1}

Subtypes of primary angle closure disease based on age-independent anterior segment optical coherence tomography parameters

Umapathi, Ruthra^Aff1, Yu, Marco^{Aff1, Aff2}, Cheng, Ching-Yu^{Aff1, Aff2, Aff3}, Najjar, Raymond P.^{Aff1, Aff2, Aff3}, Husain, Rahat, Ho, Ching Lin, Wong, Tina T.^{Aff1, Aff2}, Boey, Pui Yi, Perera, Shamira^{Aff1, Aff2}, Vithana, Eranga N., Aung, Tin^{Aff1, Aff2, Aff3}, Nongpiur, Monisha E.^{Aff1, Aff2, IDs41433025035975_cor1}

Associations between shorter leucocyte telomere length and increased risk of age-related macular degeneration in women: insights from the United Kingdom Biobank study

Xue, Can Can, Nusinovici, Simon^{Aff1, Aff2}, Yu, Marco^{Aff1, Aff2}, Chee, Miao-Li, Teo, Kelvin^{Aff1, Aff2}, Su, Xinyi^{Aff3, Aff4}, Cheung, Chui Ming Gemmy^{Aff1, Aff2}, Sabanayagam, Charumathi^{Aff1, Aff2}, Cheng, Ching-Yu^{Aff1, Aff2, Aff4}, Tham, Yih-Chung^{Aff1, Aff2, Aff4, IDs41433024035664_cor1}

Telehealth Demand Trends During the COVID-19 Pandemic in the Top 50 Most Affected Countries: Infodemiological Evaluation

Wong, Mark Yu Zheng, Gunasekeran, Dinesh Visva, Nusinovici, Simon, Sabanayagam, Charumathi, Yeo, Khung Keong, Cheng, Ching-Yu, Tham, Yih-Chung

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Towards Accountable AI-Assisted Eye Disease Diagnosis: Workflow Design, External Validation, and Continual Learning

Chen, Qingyu, Keenan, Tiarnan D L, Agron, Elvira, Allot, Alexis, Guan, Emily, Duong, Bryant, Elsawy, Amr, Hou, Benjamin, Xue, Cancan, Bhandari, Sanjeeb, Broadhead, Geoffrey, Cousineau-Krieger, Chantal, Davis, Ellen, Gensheimer, William G, Grasic, David, Gupta, Seema, Haddock, Luis, Konstantinou, Eleni, Lamba, Tania, Maiberger, Michele, Mantopoulos, Dimosthenis, Mehta, Mitul C, Nahri, Ayman G, AL-Nawaflh, Mutaz, Oshinsky, Arnold, Powell, Brittany E, Purt, Boonkit, Shin, Soo, Stiefel, Hillary, Thavikulwat, Alisa T, Wroblewski, Keith James, Chung, Tham Yih, Cheung, Chui Ming Gemmy, Cheng, Ching-Yu, Chew, Emily Y, Hribar, Michelle R., Chiang, Michael F., Lu, Zhiyong

Safety challenges of AI in medicine in the era of large language models

Wang, Xiaoye, Zhang, Nicole Xi, He, Hongyu, Nguyen, Trang, Yu, Kun-Hsing, Deng, Hao, Brandt, Cynthia, Bitterman, Danielle S., Pan, Ling, Cheng, Ching-Yu, Zou, James, Liu, Dianbo

UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling

Yu, Kai, Zhou, Yang, Bai, Yang, Da Soh, Zhi, Xu, Xinxing, Goh, Rick Siow Mong, Cheng, Ching-Yu, Liu, Yong

Enhancing Diagnostic Accuracy in Rare and Common Fundus Diseases with a Knowledge-Rich Vision-Language Model

Wang, Meng, Lin, Tian, Lin, Aidi, Yu, Kai, Peng, Yuanyuan, Wang, Lianyu, Chen, Cheng, Zou, Ke, Liang, Huiyu, Chen, Man, Yao, Xue, Zhang, Meiqin, Huang, Binwei, Zheng, Chaoxin, Zhang, Peixin, Chen, Wei, Luo, Yilong, Chen, Yifan, Xia, Honghe, Shi, Tingkun, Zhang, Qi, Guo, Jinming, Chen, Xiaolin, Wang, Jingcheng, Tham, Yih Chung, Liu, Dianbo, Wong, Wendy, Thakur, Sahil, Fenner, Beau, Fang, Danqi, Liu, Siying, Liu, Qingyun, Huang, Yuqiang, Zeng, Hongqiang, Meng, Yanda, Zhou, Yukun, Jiang, Zehua, Qiu, Minghui, Zhang, Changqing, Chen, Xinjian, Wang, Sophia Y., Lee, Cecilia S., Sobrin, Lucia, Cheung, Carol Y, Pang, Chi Pui, Keane, Pearse A., Cheng, Ching-Yu, Chen, Haoyu, Fu, Huazhu

Enhancing Large Foundation Models to Identify Fundus Diseases Based on Contrastive Enhanced Low-Rank Adaptation Prompt

Wang, Meng^{Aff12, Aff13}, Lin, Tian^Aff14, Xu, Ting^{Aff12, Aff13}, Zou, Ke^{Aff12, Aff13}, Chen, Haoyu^Aff14, Fu, Huazhu^Aff15, Cheng, Ching-Yu^{Aff12, Aff13, Aff16, Aff17}

Goos, Gerhard, Series Editor^Aff1, Hartmanis, Juris, Founding Editor^Aff2, Bertino, Elisa, Editorial Board Member^Aff3, Gao, Wen, Editorial Board Member^Aff4, Steffen, Bernhard, Editorial Board Member^Aff5, Yung, Moti, Editorial Board Member^Aff6, Bhavna, Antony, editor^Aff7, Chen, Hao, editor^Aff8, Fang, Huihui, editor^Aff9, Fu, Huazhu, editor^Aff10, Lee, Cecilia S., editor^Aff11

Enhancing Community Vision Screening: AI-Driven Retinal Photography for Early Disease Detection and Patient Trust

Lei, Xiaofeng^Aff12, Tham, Yih-Chung^{Aff13, Aff14}, Goh, Jocelyn Hui Lin^Aff13, Feng, Yangqin^Aff12, Bai, Yang^Aff12, Soh, Zhi Da^Aff14, Goh, Rick Siow Mong^Aff12, Xu, Xinxing^Aff12, Liu, Yong^Aff12, Cheng, Ching-Yu^{Aff13, Aff14}

Goos, Gerhard, Series Editor^Aff1, Hartmanis, Juris, Founding Editor^Aff2, Bertino, Elisa, Editorial Board Member^Aff3, Gao, Wen, Editorial Board Member^Aff4, Steffen, Bernhard, Editorial Board Member^Aff5, Yung, Moti, Editorial Board Member^Aff6, Bhavna, Antony, editor^Aff7, Chen, Hao, editor^Aff8, Fang, Huihui, editor^Aff9, Fu, Huazhu, editor^Aff10, Lee, Cecilia S., editor^Aff11

Enhance Eye Disease Detection using Learnable Probabilistic Discrete Latents in Machine Learning Architectures

Prabhakaran, Anirudh, Xiao, YeKun, Cheng, Ching-Yu, Liu, Dianbo