Ping Zhang  —  Services

Professional Society

• Awards Committee, American Medical Informatics Association (AMIA), 2020-present

Editorial Board

• Associate Editor, BMC Digital Health, 2022-present

• Associate Editor, BMC Medical Informatics and Decision Making, 2018-present

• Associate Editor, Journal of Healthcare Informatics Research, 2016-present

• Editorial Board, CPT: Pharmacometrics & Systems Pharmacology, 2015-2023
  

• Guest Editor, Frontiers in Medicine, 2024-present
  

  • Research Topic on Clinical Application of Artificial Intelligence in Emergency and Critical Care Medicine
    

• Guest Editor, Frontiers in Genetics, 2019-2021
  

  • Research Topic on Graph-Based Learning and its Application for Biomedical Data Analysis
    

  • Research Topic on Innovative Graph-Based Methods and Theories for Biomedical Data Analysis

Conference Organizer

• Publicity Chair, Workshop on Data Mining for Medicine and Healthcare 2014

• Program Chair, Workshop on Matrix Computations for Biomedical Informatics 2015

• Media and Publicity Chair, KDD 2018

• Media and Publicity Chair, KDD 2019

• Local Chair, SDM 2020

• Challenge Chair, Diabetic Retinopathy Assessment Grading and Diagnosis Challenge 2020

• Program Chair, Workshop on Disease Computational Modeling 2020

• Workshop Chair, SDM 2023

• Challenge Committee Member, Diabetic Retinopathy Analysis Challenge 2022

• Program Chair, Workshop on Visual Computing for Ophthalmology 2023

• Challenge Chair, Hypertensive Retinopathy Diagnosis Challenge 2023

Area Chair/Senior Program Committee

• American Medical Informatics Association Informatics Summit (AMIA Summit): 2018, 2019, 2021

• American Medical Informatics Association Annual Symposium (AMIA): 2018, 2020, 2021

• IEEE International Conference on Healthcare Informatics (ICHI): 2018, 2019

• International Conference on Artificial Intelligence in Medicine (AIME): 2020

• International Joint Conference on Artificial Intelligence (IJCAI): 2021

• SIAM International Conference on Data Mining (SDM): 2023, 2024

• Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD): 2024, 2025

• International Conference on Learning Representations (ICLR): 2025

Program Committee

• International Conference on Machine Learning (ICML): 2020, 2021, 2022, 2023, 2024

• Conference on Neural Information Processing Systems (NeurIPS): 2021, 2022, 2023, 2024

• International Conference on Learning Representations (ICLR): 2021, 2022, 2023, 2024

• ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD): 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024

• SIAM International Conference on Data Mining (SDM): 2014, 2015, 2016, 2017, 2020, 2021, 2022

• IEEE International Conference on Data Mining (ICDM): 2019, 2020, 2021, 2022, 2023

• Annual Meeting of the Association for Computational Linguistics (ACL): 2024

• Conference on Empirical Methods in Natural Language Processing (EMNLP): 2024

• ACM International Conference on Information and Knowledge Management (CIKM): 2017

• International Joint Conference on Artificial Intelligence (IJCAI): 2015, 2020, 2022

• AAAI Conference on Artificial Intelligence (AAAI): 2020, 2021, 2022

• Conference on Uncertainty in Artificial Intelligence (UAI): 2015

• IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR): 2021

• IEEE International Conference on Bioinformatics and Biomedicine (BIBM): 2014, 2015

• ACM Conference on Bioinformatics, Computational Biology and Health Informatics (BCB): 2014, 2015

• International Conference on Data Science and Advanced Analytics (DSAA): 2015

• IEEE International Conference on Healthcare Informatics (ICHI): 2015

• Workshop on Data Mining for Medicine and Healthcare (DMMH): 2013, 2014, 2015, 2016

• International Workshop on Data and Text Mining in Biomedical Informatics (DTMBIO): 2014

• Great Lakes Bioinformatics Conference (GLBIO): 2015

• International Workshop on Data Mining in Bioinformatics (BIOKDD): 2014

Journal Referee

Machine Learning and Data Mining

• Nature Machine Intelligence (Nat Mach Intell)

• Nature Computational Science (Nat Comput Sci)

• ACM Transactions on Knowledge Discovery from Data (TKDD)

• ACM Transactions on Information Systems (TOIS)

• Data Mining and Knowledge Discovery (DMKD)

• IEEE Intelligent Systems (IEEE Intell Syst)

• IEEE Transactions on Big Data (IEEE TBD)

• IEEE Transactions on Knowledge and Data Engineering (TKDE)

• IEEE Computational Intelligence Magazine (CIM)

• IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

• IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

• Patterns (Patterns)

• Pattern Recognition (Pattern Recogn)

• Information Sciences (Inf Sci)

• Information Fusion (Inf Fusion)

• Statistical Analysis and Data Mining (SAM)

• International Journal of Data Science and Analytics (JDSA)
  

Biomedical Informatics

• Nature Medicine (Nat Med)

• Nature Methods (Nat Methods)

• Nature Biomedical Engineering (Nat Biomed Eng)

• Lancet Digital Health (Lancet Digit Health)

• Cell Reports Medicine (Cell Rep Med)

• npj Digital Medicine (npj Digit Med)

• Communications Medicine (Commun Med)

• Bioinformatics (Bioinformatics)

• Artificial Intelligence in Medicine (AIIM)

• BMC Bioinformatics (BMC Bioinformatics)

• BMC Medical Genomics (BMC Med Genomics)

• BMC Medical Informatics and Decision Making (BMC Med Inform Decis Mak)

• CPT: Pharmacometrics & Systems Pharmacology (CPT:PSP)

• IEEE Journal of Biomedical and Health Informatics (J-BHI)

• IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

• International Journal of Medical Informatics (IJMI)

• ACM Transactions on Computing for Healthcare (HEALTH)

• Journal of Biomedical Informatics (JBI)

• Journal of Medical Internet Research (JMIR)

• Journal of Chemical Information and Modeling (JCIM)

• Journal of Cheminformatics (J Cheminform)

• Methods of Information in Medicine (Methods Inf Med)

• Molecular BioSystems (Mol Biosyst)
  

Multidisciplinary Journals

• Nature Communication (Nat Commun)

• Science Advances (Sci Adv)

• iScience (iScience)

• Scientific Reports (Sci Rep)

• PLOS ONE (PLoS One)

Grant Reviewer

• National Institutes of Health (NIH)

• National Science Foundation (NSF)

• Department of Energy (DOE)

• Medical Research Council, UK Research and Innovation (MRC/UKRI)

• Medical Research Foundation (MRF)

• Swiss National Science Foundation (SNSF)

• Research Foundation Flanders (FWO)

• Israel-US Binational Industrial R&D Foundation (BIRD)

• Science Fund of the Republic of Serbia (SFRS)