Ping Zhang

144 papers A* 26A 7B 3Misc 14Journal 77Unranked 17
YearRankTypeTitle / Venue / Authors
2026 A* conf
Achieving Fairness Without Harm via Selective Demographic Experts.
AAAI
Xuwei Tan, Yuanlong Wang, Thai-Hoang Pham, Ping Zhang, Xueru Zhang
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
Lessons and Open Questions from a Unified Study of Camera-Trap Species Recognition Over Time.
CoRR
Sooyoung Jeon, Hongjie Tian, Lemeng Wang, Zheda Mai, Vidhi Bakshi, Jiacheng Hou, Ping Zhang, Arpita Chowdhury, Jianyang Gu, Wei-Lun Chao
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 — conf
A Deep Subgrouping Framework for Precision Drug Repurposing via Emulating Clinical Trials on Real-world Patient Data.
KDD (1)
Seungyeon Lee, Ruoqi Liu, Feixiong Cheng, 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
Achieving Fairness Without Harm via Selective Demographic Experts.
CoRR
Xuwei Tan, Yuanlong Wang, Thai-Hoang Pham, Ping Zhang, Xueru Zhang
2025 J jnl
Aligning, Autoencoding and Prompting Large Language Models for Novel Disease Reporting.
IEEE Trans. Pattern Anal. Mach. Intell.
Fenglin Liu, Xian Wu, Jinfa Huang, Bang Yang, Kim Branson, Patrick Schwab, Lei A. Clifton, Ping Zhang, Jiebo Luo, Yefeng Zheng, David A. Clifton
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
Domain-Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging.
ACM Trans. Comput. Heal.
Seungyeon Lee, Thai-Hoang Pham, Zhao Cheng, Ping Zhang
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
HRDC challenge: a public benchmark for hypertension and hypertensive retinopathy classification from fundus images.
Vis. Comput.
Bo Qian, Xiangning Wang, Zhouyu Guan, Dawei Yang, An-ran Ran, Tingyao Li, Zheyuan Wang, Yang Wen, Xinming Shu, Jinyang Xie, Shichang Liu, Guanyu Xing, Julio Silva-Rodríguez, Riadh Kobbi, Ping Li, Tingli Chen, Lei Bi, Jinman Kim, Weiping Jia, Huating Li, Jing Qin, Ping Zhang, Ching-Yu Cheng, Pheng-Ann Heng, Tien Yin Wong, Carol Y. Cheung, Yih-Chung Tham, Nadia Magnenat-Thalmann, Bin Sheng
2025 J jnl
Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines.
CoRR
Jiayuan Chen, Thai-Hoang Pham, Yuanlong Wang, Ping Zhang
2025 A* conf
Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition.
CVPR
Zheda Mai, Ping Zhang, Cheng-Hao Tu, Hong-You Chen, Quang-Huy Nguyen, Li Zhang, Wei-Lun Chao
2025 J jnl
MHFNet: A Multimodal Hybrid-Embedding Fusion Network for Automatic Sleep Staging.
IEEE J. Biomed. Health Informatics
Ruhan Liu, Jiajia Li, Yang Wen, Xian Huang, Bin Sheng, David Dagan Feng, 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 J jnl
Revisiting semi-supervised learning in the era of foundation models.
CoRR
Ping Zhang, Zheda Mai, Quang-Huy Nguyen, Wei-Lun Chao
2025 — conf
SatHealth: A Multimodal Public Health Dataset with Satellite-based Environmental Factors.
KDD (2)
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
SubgroupTE: Advancing Treatment Effect Estimation with Subgroup Identification.
ACM Trans. Intell. Syst. Technol.
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Lang Li, 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
The Boundaries of Fair AI in Medical Image Prognosis: A Causal Perspective.
CoRR
Thai-Hoang Pham, Jiayuan Chen, Seungyeon Lee, Yuanlong Wang, Sayoko Moroi, Xueru Zhang, 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
A Deep Subgrouping Framework for Precision Drug Repurposing via Emulating Clinical Trials on Real-world Patient Data.
CoRR
Seungyeon Lee, Ruoqi Liu, Feixiong Cheng, Ping Zhang
2024 J jnl
CURE: A deep learning framework pre-trained on large-scale patient data for treatment effect estimation.
Patterns
Ruoqi Liu, Pin-Yu Chen, Ping Zhang
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
DDE: Deep Dynamic Epidemiological Modeling for Infectious Illness Development Forecasting in Multi-level Geographic Entities.
J. Heal. Informatics Res.
Ruhan Liu, Jiajia Li, Yang Wen, Huating Li, Ping Zhang, Bin Sheng, David Dagan Feng
2024 A* conf
Fine-Tuning is Fine, if Calibrated.
NeurIPS
Zheda Mai, Arpita Chowdhury, Ping Zhang, Cheng-Hao Tu, Hong-You Chen, Vardaan Pahuja, Tanya Y. Berger-Wolf, Song Gao, Charles V. Stewart, Yu Su, Wei-Lun Chao
2024 J jnl
Fine-Tuning is Fine, if Calibrated.
CoRR
Zheda Mai, Arpita Chowdhury, Ping Zhang, Cheng-Hao Tu, Hong-You Chen, Vardaan Pahuja, Tanya Y. Berger-Wolf, Song Gao, Charles V. Stewart, Yu Su, Wei-Lun Chao
2024 J jnl
Heterogeneous treatment effect estimation with subpopulation identification for personalized medicine in opioid use disorder.
CoRR
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Ping Zhang
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 A* conf
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs.
AAAI
Ruoqi Liu, Lingfei Wu, Ping Zhang
2024 J jnl
KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs.
CoRR
Ruoqi Liu, Lingfei Wu, Ping Zhang
2024 J jnl
Lessons Learned from a Unifying Empirical Study of Parameter-Efficient Transfer Learning (PETL) in Visual Recognition.
CoRR
Zheda Mai, Ping Zhang, Cheng-Hao Tu, Hong-You Chen, Li Zhang, Wei-Lun Chao
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 A conf
Non-stationary Domain Generalization: Theory and Algorithm.
UAI
Thai-Hoang Pham, Xueru Zhang, Ping Zhang
2024 J jnl
Non-stationary Domain Generalization: Theory and Algorithm.
CoRR
Thai-Hoang Pham, Xueru Zhang, 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 J jnl
SSM-Net: Semi-supervised multi-task network for joint lesion segmentation and classification from pancreatic EUS images.
Artif. Intell. Medicine
Jiajia Li, Pingping Zhang, Xia Yang, Lei Zhu, Teng Wang, Ping Zhang, Ruhan Liu, Bin Sheng, Kaixuan 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
2024 J jnl
SubgroupTE: Advancing Treatment Effect Estimation with Subgroup Identification.
CoRR
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Lang Li, 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
DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images.
CoRR
Bo Qian, Hao Chen, Xiangning Wang, Haoxuan Che, Gitaek Kwon, Jaeyoung Kim, Sungjin Choi, Seoyoung Shin, Felix Krause, Markus Unterdechler, Junlin Hou, Rui Feng, Yihao Li, Mostafa El Habib Daho, Qiang Wu, Ping Zhang, Xiaokang Yang, Yiyu Cai, Weiping Jia, Huating Li, Bin Sheng
2023 J jnl
Deep Dynamic Epidemiological Modelling for COVID-19 Forecasting in Multi-level Districts.
CoRR
Ruhan Liu, Jiajia Li, Yang Wen, Huating Li, Ping Zhang, Bin Sheng, David Dagan Feng
2023 J jnl
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging.
CoRR
Seungyeon Lee, Thai-Hoang Pham, Zhao Cheng, Ping Zhang
2023 J jnl
Estimating treatment effects for time-to-treatment antibiotic stewardship in sepsis.
Nat. Mac. Intell.
Ruoqi Liu, Katherine M. Hunold, Jeffrey M. Caterino, Ping Zhang
2023 A* conf
Fairness and Accuracy under Domain Generalization.
ICLR
Thai-Hoang Pham, Xueru Zhang, Ping Zhang
2023 J jnl
Fairness and Accuracy under Domain Generalization.
CoRR
Thai-Hoang Pham, Xueru Zhang, Ping Zhang
2023 A* conf
Heterogeneous Treatment Effect Estimation with Subpopulation Identification for Personalized Medicine in Opioid Use Disorder.
ICDM
Seungyeon Lee, Ruoqi Liu, Wenyu Song, Ping Zhang
2023 J jnl
Human-centered design and evaluation of AI-empowered clinical decision support systems: a systematic review.
Frontiers Comput. Sci.
Liuping Wang, Zhan Zhang, Dakuo Wang, Weidan Cao, Xiaomu Zhou, Ping Zhang, Jianxing Liu, Xiangmin Fan, Feng Tian
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
2023 J jnl
TMM-Nets: Transferred Multi- to Mono-Modal Generation for Lupus Retinopathy Diagnosis.
IEEE Trans. Medical Imaging
Ruhan Liu, Tianqin Wang, Huating Li, Ping Zhang, Jing Li, Xiaokang Yang, Dinggang Shen, Bin Sheng
2022 J jnl
Chemical-induced gene expression ranking and its application to pancreatic cancer drug repurposing.
Patterns
Thai-Hoang Pham, Yue Qiu, Jiahui Liu, Steven Zimmer, Eric E. O'Neill, Lei Xie, Ping Zhang
2022 A* conf
DREAM: Domain Invariant and Contrastive Representation for Sleep Dynamics.
ICDM
Seungyeon Lee, Thai-Hoang Pham, 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 J jnl
DeepDRiD: Diabetic Retinopathy - Grading and Image Quality Estimation Challenge.
Patterns
Ruhan Liu, Xiangning Wang, Qiang Wu, Ling Dai, Xi Fang, Tao Yan, Jaemin Son, Shiqi Tang, Jiang Li, Zijian Gao, Adrian Galdran, J. M. Poorneshwaran, Hao Liu, Jie Wang, Yerui Chen, Prasanna Porwal, Gavin Siew Wei Tan, Xiaokang Yang, Chao Dai, Haitao Song, Mingang Chen, Huating Li, Weiping Jia, Dinggang Shen, Bin Sheng, Ping Zhang
2022 A conf
FAME: Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery.
SDM
Thai-Hoang Pham, Lei Xie, Ping Zhang
2022 J jnl
Mixed-Weight Neural Bagging for Detecting $m^6A$ Modifications in SARS-CoV-2 RNA Sequencing.
IEEE Trans. Biomed. Eng.
Ruhan Liu, Liang Ou, Bin Sheng, Pei Hao, Ping Li, Xiaokang Yang, Guangtao Xue, Lei Zhu, Yuyang Luo, Ping Zhang, Po Yang, Huating Li, David Dagan Feng
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 deep learning framework for drug repurposing via emulating clinical trials on real-world patient data.
Nat. Mach. Intell.
Ruoqi Liu, Lai Wei, Ping Zhang
2021 J jnl
A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to COVID-19 drug repurposing.
Nat. Mach. Intell.
Thai-Hoang Pham, Yue Qiu, Jucheng Zeng, Lei Xie, 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 J jnl
Clinical connectivity map for drug repurposing: using laboratory results to bridge drugs and diseases.
BMC Medical Informatics Decis. Mak.
Qianlong Wen, Ruoqi Liu, 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 J jnl
NHBS-Net: A Feature Fusion Attention Network for Ultrasound Neonatal Hip Bone Segmentation.
IEEE Trans. Medical Imaging
Ruhan Liu, Mengyao Liu, Bin Sheng, Huating Li, Ping Li, Haitao Song, Ping Zhang, Lixin Jiang, Dinggang Shen
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
2021 B conf
TransICD: Transformer Based Code-Wise Attention Model for Explainable ICD Coding.
AIME
Biplob Biswas, Thai-Hoang Pham, Ping Zhang
2021 J jnl
TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding.
CoRR
Biplob Biswas, Thai-Hoang Pham, 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 — conf
Document Classification for COVID-19 Literature.
EMNLP (Findings)
Bernal Jimenez Gutierrez, Jucheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su
2020 J jnl
Document Classification for COVID-19 Literature.
CoRR
Bernal Jiménez Gutiérrez, Juncheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su
2020 J jnl
DrugDBEmbed : Semantic Queries on Relational Database using Supervised Column Encodings.
CoRR
Bortik Bandyopadhyay, Pranav Maneriker, Vedang Patel, Saumya Yashmohini Sahai, Ping Zhang, Srinivasan Parthasarathy
2020 A* conf
Estimating Individual Treatment Effects with Time-Varying Confounders.
ICDM
Ruoqi Liu, Changchang Yin, Ping Zhang
2020 Misc conf
Finding Causal Mechanistic Drug-Drug Interactions from Observational Data.
AMIA
Sanjoy Dey, Ping Zhang, Mohamed F. Ghalwash, Chandramouli Maduri, Daby Sow, Zachary Shahn
2020 J jnl
Graph embedding on biomedical networks: methods, applications and evaluations.
Bioinform.
Xiang Yue, Zhen Wang, Jingong Huang, Srinivasan Parthasarathy, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Wen Zhang, Ping Zhang, Huan Sun
2020 A* conf
Identifying Sepsis Subphenotypes via Time-Aware Multi-Modal Auto-Encoder.
KDD
Changchang Yin, Ruoqi Liu, Dongdong Zhang, Ping Zhang
2020 J jnl
Interpretable Deep Learning for Automatic Diagnosis of 12-lead Electrocardiogram.
CoRR
Dongdong Zhang, Xiaohui Yuan, Ping Zhang
2020 J jnl
When deep learning meets causal inference: a computational framework for drug repurposing from real-world data.
CoRR
Ruoqi Liu, Lai Wei, Ping Zhang
2019 — conf
A Systematic Framework for Drug Repurposing based on Literature Mining.
BIBM
Gaocai Dong, Ping Zhang, Jingya Yang, Dongdong Zhang, Jing Peng
2019 A* conf
Domain Knowledge Guided Deep Learning with Electronic Health Records.
ICDM
Changchang Yin, Rongjian Zhao, Buyue Qian, Xin Lv, Ping Zhang
2019 J jnl
Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations.
CoRR
Xiang Yue, Zhen Wang, Jingong Huang, Srinivasan Parthasarathy, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Wen Zhang, Ping Zhang, Huan Sun
2019 A* conf
PerDREP: Personalized Drug Effectiveness Prediction from Longitudinal Observational Data.
KDD
Sanjoy Dey, Ping Zhang, Daby Sow, Kenney Ng
2019 J jnl
Towards early detection of adverse drug reactions: combining pre-clinical drug structures and post-market safety reports.
BMC Medical Informatics Decis. Mak.
Ruoqi Liu, Ping Zhang
2018 A conf
A Trusted Healthcare Data Analytics Cloud Platform.
ICDCS
Arun Iyengar, Ashish Kundu, Upendra Sharma, Ping Zhang
2018 Misc conf
An Interpretable End-to-End Framework for Drug-Target Interaction Prediction Through Deep Neural Representation.
AMIA
Kyle Yingkai Gao, Achille Fokoue, Heng Luo, Sanjoy Dey, Arun Iyengar, Ping Zhang
2018 Misc conf
Cell-specific prediction and application of drug-induced gene expression .
PSB
Rachel Hodos, Ping Zhang, Hao-Chih Lee, Qiaonan Duan, Zichen Wang, Neil R. Clark, Avi Ma'ayan, Fei Wang, Brian A. Kidd, Jianying Hu, David A. Sontag, Joel Dudley
2018 Misc conf
Estimating Causal Multi-Drug-Drug Interaction for Adverse Drug Reactions.
AMIA
Sanjoy Dey, Ping Zhang, Mohamed F. Ghalwash, Zach Shahn, Daby Sow
2018 Misc conf
Estimating Personalized Drug Effects with Longitudinal Observational Data.
AMIA
Sanjoy Dey, Ping Zhang, Kenney Ng
2018 A* conf
Interpretable Drug Target Prediction Using Deep Neural Representation.
IJCAI
Kyle Yingkai Gao, Achille Fokoue, Heng Luo, Arun Iyengar, Sanjoy Dey, Ping Zhang
2018 J jnl
Predicting adverse drug reactions through interpretable deep learning framework.
BMC Bioinform.
Sanjoy Dey, Heng Luo, Achille Fokoue, Jianying Hu, Ping Zhang
2018 J jnl
Systematic analysis of drug combinations that mitigate adverse drug reactions.
IBM J. Res. Dev.
J. Shim, Heng Luo, Ping Zhang, Ying Li
2017 A* conf
Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation.
AAAI
Cao Xiao, Ping Zhang, W. Art Chaovalitwongse, Jianying Hu, Fei Wang
2017 A conf
Computational Drug Discovery with Dyadic Positive-Unlabeled Learning.
SDM
Yashu Liu, Shuang Qiu, Ping Zhang, Pinghua Gong, Fei Wang, Guoliang Xue, Jieping Ye
2017 B conf
DrugPathSeeker: Interactive UI for exploring drug-ADR relation via pathways.
PacificVis
Janu Verma, Heng Luo, Jianying Hu, Ping Zhang
2017 A conf
Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results.
CIKM
Mohamed F. Ghalwash, Ying Li, Ping Zhang, Jianying Hu
2017 — conf
Improving predictive models with clustered sequences: An Application on Heart Failure Risk Prediction.
CRI
Kun Lin, Ping Zhang, Gigi Y. Yuen-Reed, Ying Li, Jianying Hu
2017 — conf
Integrating Temporal Pattern Mining in Ischemic Stroke Prediction and Treatment Pathway Discovery for Atrial Fibrillation.
CRI
Shijing Guo, Xiang Li, Haifeng Liu, Ping Zhang, Xin Du, Guotong Xie, Fei Wang
2017 J jnl
Large-scale structural and textual similarity-based mining of knowledge graph to predict drug-drug interactions.
J. Web Semant.
Ibrahim Abdelaziz, Achille Fokoue, Oktie Hassanzadeh, Ping Zhang, Mohammad Sadoghi
2017 A* conf
Multitask Dyadic Prediction and Its Application in Prediction of Adverse Drug-Drug Interaction.
AAAI
Bo Jin, Haoyu Yang, Cao Xiao, Ping Zhang, Xiaopeng Wei, Fei Wang
2017 A conf
Polyadic Regression and its Application to Chemogenomics.
SDM
Ioakeim Perros, Fei Wang, Ping Zhang, Peter B. Walker, Richard W. Vuduc, Jyotishman Pathak, Jimeng Sun
2017 — conf
Precision Cohort Finding with Outcome-Driven Similarity Analytics: A Case Study of Patients with Atrial Fibrillation.
MedInfo
Haifeng Liu, Xiang Li, Guotong Xie, Xin Du, Ping Zhang, Chengming Gu, Jingyi Hu
2016 Misc conf
Data-Driven Prediction of Beneficial Drug Combinations in Spontaneous Reporting Systems.
AMIA
Ying Li, Ping Zhang, Zhaonan Sun, Jianying Hu
2016 A* conf
Healthcare Data Mining with Matrix Models.
KDD
Fei Wang, Ping Zhang, Joel Dudley
2016 Misc conf
Integrated Machine Learning Approaches for Predicting Ischemic Stroke and Thromboembolism in Atrial Fibrillation.
AMIA
Xiang Li, Haifeng Liu, Xin Du, Ping Zhang, Gang Hu, Guo Tong Xie, Shijing Guo, Meilin Xu, Xiaoping Xie
2016 Misc conf
Joint Modeling of Survival Events through Multi-task Learning Framework.
AMIA
Zhaonan Sun, Xu Liu, Ping Zhang, Jianying Hu, Juan Wisnivesky
2016 B conf
Predicting Drug-Drug Interactions Through Large-Scale Similarity-Based Link Prediction.
ESWC
Achille Fokoue, Mohammad Sadoghi, Oktie Hassanzadeh, Ping Zhang
2016 — conf
Predicting Drug-Drug Interactions Through Similarity-Based Link Prediction Over Web Data.
WWW (Companion Volume)
Achille Fokoue, Oktie Hassanzadeh, Mohammad Sadoghi, Ping Zhang
2016 A conf
Risk Prediction with Electronic Health Records: A Deep Learning Approach.
SDM
Yu Cheng, Fei Wang, Ping Zhang, Jianying Hu
2016 Misc conf
Tiresias: Knowledge Engineering and Large-Scale Machine Learning for Interpretable Drug-Drug Interaction Prediction.
AMIA
Achille Fokoue, Oktie Hassanzadeh, Mohammad Sadoghi, Ping Zhang
2016 Misc conf
Towards Large-Scale Predictive Drug Safety: A Computational Framework for Inferring Drug Interactions Through Similarity-Based Link Prediction.
AMIA
Achille Fokoue, Ping Zhang, Oktie Hassanzadeh, Mohammad Sadoghi
2016 — conf
Using Frequent Item Set Mining and Feature Selection Methods to Identify Interacted Risk Factors - The Atrial Fibrillation Case Study.
MIE
Xiang Li, Haifeng Liu, Xin Du, Gang Hu, Guotong Xie, Ping Zhang
2015 — conf
Curating and Integrating Data from Multiple Sources to Support Healthcare Analytics.
MedInfo
Kenney Ng, Chris Kakkanatt, Michael Benigno, Clay Thompson, Margaret Jackson, Amos Cahan, Xinxin Zhu, Ping Zhang, Paul Huang
2015 Misc conf
Towards Computational Drug Repositioning: A Comparative Study of Single-task and Multi-task Learning.
AMIA
Ping Zhang, Zhaonan Sun, Fei Wang, Jianying Hu
2014 Misc conf
Clinical Risk Prediction by Exploring High-Order Feature Correlations.
AMIA
Fei Wang, Ping Zhang, Xiang Wang, Jianying Hu
2014 A* conf
Clinical risk prediction with multilinear sparse logistic regression.
KDD
Fei Wang, Ping Zhang, Buyue Qian, Xiang Wang, Ian Davidson
2014 J jnl
Exploring the associations between drug side-effects and therapeutic indications.
J. Biomed. Informatics
Fei Wang, Ping Zhang, Nan Cao, Jianying Hu, Robert Sorrentino
2014 J jnl
Predicting changes in hypertension control using electronic health records from a chronic disease management program.
J. Am. Medical Informatics Assoc.
Jimeng Sun, Candace D. McNaughton, Ping Zhang, Adam Perer, Aris Gkoulalas-Divanis, Joshua C. Denny, Jacqueline Kirby, Thomas A. Lasko, Alexander Saip, Bradley A. Malin
2014 Misc conf
Towards Drug Repositioning: A Unified Computational Framework for Integrating Multiple Aspects of Drug Similarity and Disease Similarity.
AMIA
Ping Zhang, Fei Wang, Jianying Hu
2013 — conf
Computational Drug Repositioning by Ranking and Integrating Multiple Data Sources.
ECML/PKDD (3)
Ping Zhang, Pankaj Agarwal, Zoran Obradovic
2013 Misc conf
Exploring the Relationship Between Drug Side-Effects and Therapeutic Indications.
AMIA
Ping Zhang, Fei Wang, Jianying Hu, Robert Sorrentino
2013 J jnl
Learning by aggregating experts and filtering novices: a solution to crowdsourcing problems in bioinformatics.
BMC Bioinform.
Ping Zhang, Weidan Cao, Zoran Obradovic
2012 — conf
Integration of multiple annotators by aggregating experts and filtering novices.
BIBM
Ping Zhang, Zoran Obradovic
2012 — conf
Semi-Supervised Learning on Single-View Datasets by Integration of Multiple Co-trained Classifiers.
ICMLA (1)
Jelena Slivka, Ping Zhang, Aleksandar Kovacevic, Zora Konjovic, Zoran Obradovic
2011 — conf
Learning from Inconsistent and Unreliable Annotators by a Gaussian Mixture Model and Bayesian Information Criterion.
ECML/PKDD (3)
Ping Zhang, Zoran Obradovic
2010 — conf
Unsupervised integration of multiple protein disorder predictors.
BIBM
Ping Zhang, Zoran Obradovic