Changchang Yin

55 papers A* 18Journal 32Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
Exploring Collaboration Breakdowns Between Provider Teams and Patients in Post-Surgery Care.
CHI
Bingsheng Yao, Menglin Zhao, Zhan Zhang, Pengqi Wang, Emma G. Chester, Changchang Yin, Tianshi Li, Varun Mishra, Lace M. K. Padilla, Odysseas Chatzipanagiotou, Timothy Pawlik, Ping Zhang, Weidan Cao, Dakuo Wang
2026 J jnl
Federated Inverse Probability Treatment Weighting for Individual Treatment Effect Estimation.
ACM Trans. Intell. Syst. Technol.
Changchang Yin, Hong-You Chen, Wei-Lun Chao, Ping Zhang
2026 J jnl
MedVH: Toward Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical Context.
Adv. Intell. Syst.
Zishan Gu, Jiayuan Chen, Fenglin Liu, Changchang Yin, Ping Zhang
2025 J jnl
A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning.
Adv. Intell. Syst.
Zishan Gu, Fenglin Liu, Jiayuan Chen, Changchang Yin, Ping Zhang
2025 J jnl
Biomedical Foundation Model: A Survey.
CoRR
Xiangrui Liu, Yuanyuan Zhang, Yingzhou Lu, Changchang Yin, Xiaoling Hu, Xiaoou Liu, Lulu Chen, Sheng Wang, Alexander Rodriguez, Huaxiu Yao, Yezhou Yang, Ping Zhang, Jintai Chen, Tianfan Fu, Xiao Wang
2025 A* conf
CardioAI: A Multimodal AI-based System to Support Symptom Monitoring and Risk Prediction of Cancer Treatment-Induced Cardiotoxicity.
CHI
Siyi Wu, Weidan Cao, Shihan Fu, Bingsheng Yao, Ziqi Yang, Changchang Yin, Varun Mishra, Daniel Addison, Ping Zhang, Dakuo Wang
2025 J jnl
Exploring Collaboration Breakdowns Between Provider Teams and Patients in Post-Surgery Care.
CoRR
Bingsheng Yao, Menglin Zhao, Zhan Zhang, Pengqi Wang, Emma G. Chester, Changchang Yin, Tianshi Li, Varun Mishra, Lace M. K. Padilla, Odysseas Chatzipanagiotou, Timothy Pawlik, Ping Zhang, Weidan Cao, Dakuo Wang
2025 J jnl
Federated Inverse Probability Treatment Weighting for Individual Treatment Effect Estimation.
CoRR
Changchang Yin, Hong-You Chen, Wei-Lun Chao, Ping Zhang
2025 J jnl
More Modality, More AI: Exploring Design Opportunities of AI-Based Multi-modal Remote Monitoring Technologies for Early Detection of Mental Health Sequelae in Youth Concussion Patients.
CoRR
Bingsheng Yao, Menglin Zhao, Yuling Sun, Weidan Cao, Changchang Yin, Stephen S. Intille, Xuhai Xu, Ping Zhang, Jingzhen Yang, Dakuo Wang
2025 A* conf
Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm.
AAAI
Thai-Hoang Pham, Yuanlong Wang, Changchang Yin, Xueru Zhang, Ping Zhang
2025 — conf
SatHealth: A Multimodal Public Health Dataset with Satellite-based Environmental Factors.
KDD (2)
Yuanlong Wang, Pengqi Wang, Changchang Yin, Ping Zhang
2025 J jnl
SatHealth: A Multimodal Public Health Dataset with Satellite-based Environmental Factors.
CoRR
Yuanlong Wang, Pengqi Wang, Changchang Yin, Ping Zhang
2025 — conf
SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction.
KDD (1)
Changchang Yin, Shihan Fu, Bingsheng Yao, Thai-Hoang Pham, Weidan Cao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang
2025 J jnl
SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction.
CoRR
Changchang Yin, Shihan Fu, Bingsheng Yao, Thai-Hoang Pham, Weidan Cao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang
2025 J jnl
SurgWound-Bench: A Benchmark for Surgical Wound Diagnosis.
CoRR
Jiahao Xu, Changchang Yin, Odysseas Chatzipanagiotou, Diamantis Tsilimigras, Kevin Clear, Bingsheng Yao, Dakuo Wang, Timothy Pawlik, Ping Zhang
2025 J jnl
WatchGuardian: Enabling User-Defined Personalized Just-in-Time Intervention on Smartwatch.
CoRR
Ying Lei, Yancheng Cao, Will Wang, Yuanzhe Dong, Changchang Yin, Weidan Cao, Ping Zhang, Jingzhen Yang, Bingsheng Yao, Yifan Peng, Chunhua Weng, Randy Auerbach, Lena Mamykina, Dakuo Wang, Yuntao Wang, Xuhai Xu
2024 J jnl
CardioAI: A Multimodal AI-based System to Support Symptom Monitoring and Risk Detection of Cancer Treatment-Induced Cardiotoxicity.
CoRR
Siyi Wu, Weidan Cao, Shihan Fu, Bingsheng Yao, Ziqi Yang, Changchang Yin, Varun Mishra, Daniel Addison, Ping Zhang, Dakuo Wang
2024 J jnl
Clinical Challenges and AI Opportunities in Decision-Making for Cancer Treatment-Induced Cardiotoxicity.
CoRR
Siyi Wu, Weidan Cao, Shihan Fu, Bingsheng Yao, Ziqi Yang, Changchang Yin, Varun Mishra, Daniel Addison, Ping Zhang, Dakuo Wang
2024 J jnl
Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning.
CoRR
Zishan Gu, Fenglin Liu, Changchang Yin, Ping Zhang
2024 J jnl
MedVH: Towards Systematic Evaluation of Hallucination for Large Vision Language Models in the Medical Context.
CoRR
Zishan Gu, Changchang Yin, Fenglin Liu, Ping Zhang
2024 J jnl
Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm.
CoRR
Thai-Hoang Pham, Yuanlong Wang, Changchang Yin, Xueru Zhang, Ping Zhang
2024 A* conf
Predictive Modeling with Temporal Graphical Representation on Electronic Health Records.
IJCAI
Jiayuan Chen, Changchang Yin, Yuanlong Wang, Ping Zhang
2024 J jnl
Predictive Modeling with Temporal Graphical Representation on Electronic Health Records.
CoRR
Jiayuan Chen, Changchang Yin, Yuanlong Wang, Ping Zhang
2024 A* conf
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis.
CHI
Shao Zhang, Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao, Melanie Tory, Lace M. K. Padilla, Jeffrey M. Caterino, Ping Zhang, Dakuo Wang
2024 A* conf
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing.
KDD
Changchang Yin, Pin-Yu Chen, Bingsheng Yao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang
2024 J jnl
SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing.
CoRR
Changchang Yin, Pin-Yu Chen, Bingsheng Yao, Dakuo Wang, Jeffrey M. Caterino, Ping Zhang
2023 J jnl
A fair and interpretable network for clinical risk prediction: a regularized multi-view multi-task learning approach.
Knowl. Inf. Syst.
Thai-Hoang Pham, Changchang Yin, Laxmi Mehta, Xueru Zhang, Ping Zhang
2023 J jnl
Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis.
CoRR
Shao Zhang, Jianing Yu, Xuhai Xu, Changchang Yin, Yuxuan Lu, Bingsheng Yao, Melanie Tory, Lace M. K. Padilla, Jeffrey M. Caterino, Ping Zhang, Dakuo Wang
2023 J jnl
Stable clinical risk prediction against distribution shift in electronic health records.
Patterns
Seungyeon Lee, Changchang Yin, Ping Zhang
2022 A* conf
Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes.
KDD
Changchang Yin, Ruoqi Liu, Jeffrey M. Caterino, Ping Zhang
2022 J jnl
Deconfounding Actor-Critic Network with Policy Adaptation for Dynamic Treatment Regimes.
CoRR
Changchang Yin, Ruoqi Liu, Jeffrey M. Caterino, Ping Zhang
2022 A* conf
Predicting Age-Related Macular Degeneration Progression with Contrastive Attention and Time-Aware LSTM.
KDD
Changchang Yin, Sayoko E. Moroi, Ping Zhang
2021 J jnl
A survival model generalized to regression learning algorithms.
Nat. Comput. Sci.
Yuanfang Guan, Hongyang Li, Daiyao Yi, Dongdong Zhang, Changchang Yin, Keyu Li, Ping Zhang
2021 J jnl
An interpretable deep-learning model for early prediction of sepsis in the emergency department.
Patterns
Dongdong Zhang, Changchang Yin, Katherine M. Hunold, Xiaoqian Jiang, Jeffrey M. Caterino, Ping Zhang
2021 A* conf
Cardiac Complication Risk Profiling for Cancer Survivors via Multi-View Multi-Task Learning.
ICDM
Thai-Hoang Pham, Changchang Yin, Laxmi Mehta, Xueru Zhang, Ping Zhang
2021 J jnl
Cardiac Complication Risk Profiling for Cancer Survivors via Multi-View Multi-Task Learning.
CoRR
Thai-Hoang Pham, Changchang Yin, Laxmi Mehta, Xueru Zhang, Ping Zhang
2021 — conf
Contrastive Attention for Automatic Chest X-ray Report Generation.
ACL/IJCNLP (Findings)
Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun
2021 J jnl
Contrastive Attention for Automatic Chest X-ray Report Generation.
CoRR
Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun
2021 A* conf
Temporal Clustering with External Memory Network for Disease Progression Modeling.
ICDM
Zicong Zhang, Changchang Yin, Ping Zhang
2021 J jnl
Temporal Clustering with External Memory Network for Disease Progression Modeling.
CoRR
Zicong Zhang, Changchang Yin, Ping Zhang
2020 J jnl
An interpretable risk prediction model for healthcare with pattern attention.
BMC Medical Informatics Decis. Mak.
Sundreen Asad Kamal, Changchang Yin, Buyue Qian, Ping Zhang
2020 J jnl
Brain Atlas Guided Attention U-Net for White Matter Hyperintensity Segmentation.
CoRR
Zicong Zhang, Kimerly A. Powell, Changchang Yin, Shilei Cao, Dani Gonzalez, Yousef Hannawi, Ping Zhang
2020 J jnl
Combining structured and unstructured data for predictive models: a deep learning approach.
BMC Medical Informatics Decis. Mak.
Dongdong Zhang, Changchang Yin, Jucheng Zeng, Xiaohui Yuan, Ping Zhang
2020 A* conf
Estimating Individual Treatment Effects with Time-Varying Confounders.
ICDM
Ruoqi Liu, Changchang Yin, Ping Zhang
2020 J jnl
Identification and Classification of Atmospheric Particles Based on SEM Images Using Convolutional Neural Network with Attention Mechanism.
Complex.
Changchang Yin, Xuezhen Cheng, Xilu Liu, Meng Zhao
2020 A* conf
Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder.
KDD
Changchang Yin, Ruoqi Liu, Dongdong Zhang, Ping Zhang
2019 A* conf
Automatic Generation of Medical Imaging Diagnostic Report with Hierarchical Recurrent Neural Network.
ICDM
Changchang Yin, Buyue Qian, Jishang Wei, Xiaoyu Li, Xianli Zhang, Yang Li, Qinghua Zheng
2019 — conf
Classifying Breast Cancer Histopathological Images Using a Robust Artificial Neural Network Architecture.
IWBBIO (1)
Xianli Zhang, Yinbin Zhang, Buyue Qian, Xiaotong Liu, Xiaoyu Li, Xudong Wang, Changchang Yin, Xin Lv, Lingyun Song, Liang Wang
2019 A* conf
Domain Knowledge Guided Deep Learning with Electronic Health Records.
ICDM
Changchang Yin, Rongjian Zhao, Buyue Qian, Xin Lv, Ping Zhang
2019 A* conf
KnowRisk: An Interpretable Knowledge-Guided Model for Disease Risk Prediction.
ICDM
Xianli Zhang, Buyue Qian, Yang Li, Changchang Yin, Xudong Wang, Qinghua Zheng
2019 J jnl
Measuring Patient Similarities via a Deep Architecture with Medical Concept Embedding.
CoRR
Zihao Zhu, Changchang Yin, Buyue Qian, Yu Cheng, Jishang Wei, Fei Wang
2019 — conf
Spatial Attention Lesion Detection on Automated Breast Ultrasound.
IWBBIO (1)
Feiqian Wang, Xiaotong Liu, Buyue Qian, Litao Ruan, Rongjian Zhao, Changchang Yin, Na Yuan, Rong Wei, Xin Ma, Jishang Wei
2017 A* conf
Deep Similarity-Based Batch Mode Active Learning with Exploration-Exploitation.
ICDM
Changchang Yin, Buyue Qian, Shilei Cao, Xiaoyu Li, Jishang Wei, Qinghua Zheng, Ian Davidson
2017 A* conf
Knowledge Guided Short-Text Classification for Healthcare Applications.
ICDM
Shilei Cao, Buyue Qian, Changchang Yin, Xiaoyu Li, Jishang Wei, Qinghua Zheng, Ian Davidson
2016 A* conf
Measuring Patient Similarities via a Deep Architecture with Medical Concept Embedding.
ICDM
Zihao Zhu, Changchang Yin, Buyue Qian, Yu Cheng, Jishang Wei, Fei Wang