Jianying Hu
According to our database1,
Jianying Hu
authored at least 134 papers
between 1991 and 2023.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2015, "For contributions to pattern recognition in business and health analytics, and document analysis".
Timeline
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Bibliography
2023
An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets.
CoRR, 2023
2021
Leveraging artificial intelligence for pandemic preparedness and response: a scoping review to identify key use cases.
npj Digit. Medicine, 2021
Disease network delineates the disease progression profile of cardiovascular diseases.
J. Biomed. Informatics, 2021
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
How Can Artificial Intelligence Tools Be Used to Manage Future Pandemics? A Scoping Review of Key Use Cases.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach.
IEEE Trans. Knowl. Data Eng., 2020
Proceedings of the 2020 USENIX Annual Technical Conference, 2020
Proceedings of the Machine Learning for Healthcare Conference, 2020
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
Analyzing impact of genomic factors on HD progression through an integrated disease progress model.
Proceedings of the AMIA 2020, 2020
2019
Artificial intelligence and machine learning in clinical development: a translational perspective.
npj Digit. Medicine, 2019
CoRR, 2019
2018
CoRR, 2018
BMC Bioinform., 2018
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018
2017
Exploring Factors that Associated with Missing Values in Observational Huntington's Disease Study Data.
Proceedings of the Summit on Clinical Research Informatics, 2017
Improving predictive models with clustered sequences: An Application on Heart Failure Risk Prediction.
Proceedings of the Summit on Clinical Research Informatics, 2017
Proceedings of the Summit on Clinical Research Informatics, 2017
Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 IEEE Pacific Visualization Symposium, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Identifying and Investigating Unexpected Response to Treatment: A Diabetes Case Study.
Big Data, 2016
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
Proceedings of the Summit on Clinical Research Informatics, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Data-Driven Prediction of Beneficial Drug Combinations in Spontaneous Reporting Systems.
Proceedings of the AMIA 2016, 2016
Big Data for Healthcare and Life Sciences: Learning Useful Insights from Imperfect Data.
Proceedings of the AMIA 2016, 2016
2015
J. Biomed. Informatics, 2015
Mining and exploring care pathways from electronic medical records with visual analytics.
J. Biomed. Informatics, 2015
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Towards Computational Drug Repositioning: A Comparative Study of Single-task and Multi-task Learning.
Proceedings of the AMIA 2015, 2015
Early Detection of Heart Failure using Data Driven Modeling Approaches on Electronic Health Records: How far can one go without Domain Knowledge?
Proceedings of the AMIA 2015, 2015
2014
Proceedings of the Handbook of Document Image Processing and Recognition, 2014
J. Biomed. Informatics, 2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
From micro to macro: data driven phenotyping by densification of longitudinal electronic medical records.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
A Multi-task Learning Framework for Joint Disease Risk Prediction and Comorbidity Discovery.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Towards Drug Repositioning: A Unified Computational Framework for Integrating Multiple Aspects of Drug Similarity and Disease Similarity.
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014
2013
A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the AMIA 2013, 2013
2012
SIGKDD Explor., 2012
IBM J. Res. Dev., 2012
SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records.
Proceedings of the AMIA 2012, 2012
A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection.
Proceedings of the AMIA 2012, 2012
2011
Interfaces, 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients.
Proceedings of the 2011 IEEE International Conference on Healthcare Informatics, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
SIGMETRICS Perform. Evaluation Rev., 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support.
Proceedings of the ICDM 2010, 2010
Proceedings of the ICDM 2010, 2010
2009
Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009, 2009
IBM J. Res. Dev., 2009
Proceedings of the 2009 IEEE/INFORMS International Conference on Service Operations, 2009
A New Framework for Recognition of Heavily Degraded Characters in Historical Typewritten Documents Based on Semi-Supervised Clustering.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009
2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
2007
Pattern Recognit., 2007
IBM J. Res. Dev., 2007
Sequence Mining for Business Analytics: Building Project Taxonomies for Resource Demand Forecasting.
Proceedings of the Applications of Data Mining in E-Business and Finance, 2007
2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Automation Science and Engineering, 2006
2005
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005
2004
Probability Table Compression Using Distributional Clustering for Scanning N-Tuple Classifiers.
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003
Proceedings of the Web Document Analysis, 2003
2002
Extraction of perceptually important colors and similarity measurement for image matching, retrieval and analysis.
IEEE Trans. Image Process., 2002
Int. J. Document Anal. Recognit., 2002
Proceedings of the Eleventh International World Wide Web Conference, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Document Analysis Systems V, 5th International Workshop, 2002
2001
Extraction of key frames from videos by optimal color composition matching and polygon simplification.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001
Proceedings of the Document Recognition and Retrieval VIII, 2001
2000
IEEE Trans. Image Process., 2000
Pattern Recognit., 2000
Inf. Retr., 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000
Extraction of Perceptually Important Colors and Similarity Measurement for Image Matching.
Proceedings of the 2000 International Conference on Image Processing, 2000
Proceedings of the Document Recognition and Retrieval VII, 2000
1999
ACM Trans. Inf. Syst., 1999
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999
Retrieval of color patterns based on perceptual dimensions of texture and human similiarity rules.
Proceedings of the Human Vision and Electronic Imaging IV, 1999
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999
1998
Int. J. Document Anal. Recognit., 1998
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
1997
Comput. Speech Lang., 1997
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997
Combining High-Level Features with Sequential Local Features for On-Line Handwriting Recognition.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
IEEE Trans. Pattern Anal. Mach. Intell., 1996
Comput. Vis. Image Underst., 1996
Proceedings of the 4th International Conference on Spoken Language Processing, 1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Proceedings of the Document Analysis Systems II, 1996
1995
Proceedings of the Image Analysis and Processing, 8th International Conference, 1995
1992
Proceedings of First IEEE Workshop on Applications of Computer Vision, 1992
1991