Jianying Hu

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 30

Top Venues

AMIA

CoRR

J. Biomed. Informatics

CRI

Publications

Faris F. Gulamali, Ashwin S. Sawant, Lora Liharska, Carol R. Horowitz, Lili Chan, Patricia H. Kovatch, Ira Hofer, Karandeep Singh, Lynne D. Richardson, Emmanuel Mensah, Alexander W. Charney, David L. Reich, Jianying Hu, Girish N. Nadkarni
An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets. CoRR (2023)
Liuyi Yao, Zijun Yao, Jianying Hu, Jing Gao, Zhaonan Sun
Deep Staging: An Interpretable Deep Learning Framework for Disease Staging. ICHI (2021)
Ania Syrowatka, Masha Kuznetsova, Ava Alsubai, Adam L. Beckman, Paul A. Bain, Kelly J. Thomas Craig, Jianying Hu, Gretchen P. Jackson, Kyu Rhee, David W. Bates
How Can Artificial Intelligence Tools Be Used to Manage Future Pandemics? A Scoping Review of Key Use Cases. AMIA (2021)
Zefang Tang, Yiqin Yu, Kenney Ng, Daby Sow, Jianying Hu, Jing Mei
Disease network delineates the disease progression profile of cardiovascular diseases. J. Biomed. Informatics 115 (2021)
Sanjoy Dey, Aritra Bose, Subrata Saha, Prithwish Chakraborty, Mohamed F. Ghalwash, Filippo Utro, Aldo Guzmán-Sáenz, Kenney Ng, Jianying Hu, Laxmi Parida, Daby Sow
Impact of Clinical and Genomic Factors on COVID-19 Disease Severity. AMIA (2021)
Parthasarathy Suryanarayanan, Prithwish Chakraborty, Piyush Madan, Kibichii Bore, William Ogallo, Rachita Chandra, Mohamed Ghalwash, Italo Buleje, Sekou L. Remy, Shilpa Mahatma, Pablo Meyer, Jianying Hu
Disease Progression Modeling Workbench 360. CoRR (2021)
Ania Syrowatka, Masha Kuznetsova, Ava Alsubai, Adam L. Beckman, Paul A. Bain, Kelly J. Thomas Craig, Jianying Hu, Gretchen Purcell Jackson, Kyu Rhee, David W. Bates
Leveraging artificial intelligence for pandemic preparedness and response: a scoping review to identify key use cases. npj Digit. Medicine 4 (2021)
Yu Zhang, Ping Huang, Ke Zhou, Hua Wang, Jianying Hu, Yongguang Ji, Bin Cheng
OSCA: An Online-Model Based Cache Allocation Scheme in Cloud Block Storage Systems. USENIX Annual Technical Conference (2020)
Kristen A. Severson, Lana M. Chahine, Luba Smolensky, Kenney Ng, Jianying Hu, Soumya Ghosh
Personalized Input-Output Hidden Markov Models for Disease Progression Modeling. MLHC (2020)
Bin Liu, Ying Li, Soumya Ghosh, Zhaonan Sun, Kenney Ng, Jianying Hu
Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach. IEEE Trans. Knowl. Data Eng. 32 (7) (2020)
Yu Zhang, Ke Zhou, Ping Huang, Hua Wang, Jianying Hu, Yangtao Wang, Yongguang Ji, Bin Cheng
A Machine Learning Based Write Policy for SSD Cache in Cloud Block Storage. DATE (2020)
Sanjoy Dey, Zhaonan Sun, Amrita Mohan, Cristina Sampaio, Jianying Hu
Analyzing impact of genomic factors on HD progression through an integrated disease progress model. AMIA (2020)
Prithwish Chakraborty, Fei Wang, Jianying Hu, Daby Sow
Explicit-Blurred Memory Network for Analyzing Patient Electronic Health Records. CoRR (2019)
Pratik Shah, Francis Kendall, Sean Khozin, Ryan Goosen, Jianying Hu, Jason M. Laramie, Michael Ringel, Nicholas J. Schork
Artificial intelligence and machine learning in clinical development: a translational perspective. npj Digit. Medicine 2 (2019)
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
Cell-specific prediction and application of drug-induced gene expression . PSB (2018)
Sanjoy Dey, Heng Luo, Achille Fokoue, Jianying Hu, Ping Zhang
Predicting adverse drug reactions through interpretable deep learning framework. BMC Bioinform. (21) (2018)
Bin Liu, Ying Li, Soumya Ghosh, Zhaonan Sun, Kenney Ng, Jianying Hu
Simultaneous Modeling of Multiple Complications for Risk Profiling in Diabetes Care. CoRR (2018)
Janu Verma, Heng Luo, Jianying Hu, Ping Zhang
DrugPathSeeker: Interactive UI for exploring drug-ADR relation via pathways. PacificVis (2017)
Mohamed F. Ghalwash, Ying Li, Ping Zhang, Jianying Hu
Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results. CIKM (2017)
Kun Lin, Ping Zhang, Gigi Y. Yuen-Reed, Ying Li, Jianying Hu
Improving predictive models with clustered sequences: An Application on Heart Failure Risk Prediction. CRI (2017)
Soumya Ghosh, Zhaonan Sun, Ying Li, Yu Cheng, Amrita Mohan, Cristina Sampaio, Jianying Hu
An Exploration of Latent Structure in Observational Huntington's Disease Studies. CRI (2017)
Zhaonan Sun, Ying Li, Soumya Ghosh, Yu Cheng, Amrita Mohan, Cristina Sampaio, Jianying Hu
Exploring Factors that Associated with Missing Values in Observational Huntington's Disease Study Data. CRI (2017)
Cao Xiao, Ping Zhang, W. Art Chaovalitwongse, Jianying Hu, Fei Wang
Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation. AAAI (2017)
Jianying Hu, Nigam H. Shah, Bradley A. Malin, Patrick B. Ryan, Anil Jain
Big Data for Healthcare and Life Sciences: Learning Useful Insights from Imperfect Data. AMIA (2016)
Zhaonan Sun, Xu Liu, Ping Zhang, Jianying Hu, Juan Wisnivesky
Joint Modeling of Survival Events through Multi-task Learning Framework. AMIA (2016)
Lina M. Sulieman, Daniel Fabbri, Fei Wang, Jianying Hu, Bradley A. Malin
Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients. AMIA (2016)
Zhaonan Sun, Yu Cheng, Amos Cahan, Fei Wang, Jianying Hu
Modelling the Progression of CKD with EMR Data: a Partially Hidden Markov Approach. CRI (2016)
Yu Cheng, Fei Wang, Ping Zhang, Jianying Hu
Risk Prediction with Electronic Health Records: A Deep Learning Approach. SDM (2016)
Ying Li, Ping Zhang, Zhaonan Sun, Jianying Hu
Data-Driven Prediction of Beneficial Drug Combinations in Spontaneous Reporting Systems. AMIA (2016)
Michal Ozery-Flato, Liat Ein-Dor, Naama Parush-Shear-Yashuv, Ranit Aharonov, Hani Neuvirth, Martin S. Kohn, Jianying Hu
Identifying and Investigating Unexpected Response to Treatment: A Diabetes Case Study. Big Data 4 (3) (2016)
Kenney Ng, Yajuan Wang, Jianying Hu, Walter F. Stewart, Steven R. Steinhubl, Christopher deFilippi
Early Detection of Heart Failure using Data Driven Modeling Approaches on Electronic Health Records: How far can one go without Domain Knowledge? AMIA (2015)
Yajuan Wang, Kenney Ng, Roy J. Byrd, Jianying Hu, Shahram Ebadollahi, Zahra Daar, Christopher deFilippi, Steven R. Steinhubl, Walter F. Stewart
Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records. EMBC (2015)
Adam Perer, Fei Wang, Jianying Hu
Mining and exploring care pathways from electronic medical records with visual analytics. J. Biomed. Informatics 56 (2015)
Zhaonan Sun, Fei Wang, Jianying Hu
LINKAGE: An Approach for Comprehensive Risk Prediction for Care Management. KDD (2015)
Ping Zhang, Zhaonan Sun, Fei Wang, Jianying Hu
Towards Computational Drug Repositioning: A Comparative Study of Single-task and Multi-task Learning. AMIA (2015)
Chuanren Liu, Fei Wang, Jianying Hu, Hui Xiong
Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework. KDD (2015)
Haifeng Liu, Xiang Li, Yiqin Yu, Jing Mei, Guo Tong Xie, Adam Perer, Fei Wang, Jianying Hu
Synthesizing Analytic Evidence to Refine Care Pathways. MIE (2015)
Xiang Wang, Fei Wang, Jianying Hu, Robert Sorrentino
Towards actionable risk stratification: A bilinear approach. J. Biomed. Informatics 53 (2015)
Xiang Li, Jing Mei, Haifeng Liu, Yiqin Yu, Guotong Xie, Jianying Hu, Fei Wang
Analysis of Care Pathway Variation Patterns in Patient Records. MIE (2015)
Fei Wang, Ping Zhang, Xiang Wang, Jianying Hu
Clinical Risk Prediction by Exploring High-Order Feature Correlations. AMIA (2014)
Ping Zhang, Fei Wang, Jianying Hu
Towards Drug Repositioning: A Unified Computational Framework for Integrating Multiple Aspects of Drug Similarity and Disease Similarity. AMIA (2014)
Xiang Wang, Fei Wang, Jianying Hu
A Multi-task Learning Framework for Joint Disease Risk Prediction and Comorbidity Discovery. ICPR (2014)
Haitao Lang, Yuyang Xi, Jianying Hu, Liang Du, Haibin Ling
Scene Classification by Feature Co-occurrence Matrix. ACCV Workshops (1) (2014)
Jiayu Zhou, Fei Wang, Jianying Hu, Jieping Ye
From micro to macro: data driven phenotyping by densification of longitudinal electronic medical records. KDD (2014)
Fei Wang, Jiayu Zhou, Jianying Hu
DensityTransfer: A Data Driven Approach for Imputing Electronic Health Records. ICPR (2014)
Fei Wang, Ping Zhang, Nan Cao, Jianying Hu, Robert Sorrentino
Exploring the associations between drug side-effects and therapeutic indications. J. Biomed. Informatics 51 (2014)
Yiqin Yu, Haifeng Liu, Jing Li, Xiang Li, Jing Mei, Guotong Xie, Adam Perer, Fei Wang, Jianying Hu
Care Pathway Workbench: Evidence Harmonization from Guideline and Data. MIE (2014)
Xiang Wang, Fei Wang, Jianying Hu, Robert Sorrentino
Exploring Joint Disease Risk Prediction. AMIA (2014)
Jianying Hu, Yashu Liu, Jimeng Sun, Jieping Ye, Jiayu Zhou
Patient Risk Prediction Model via Top-k Stability Selection. SDM (2013)
Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi, Andrew F. Laine
A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data. IEEE Trans. Pattern Anal. Mach. Intell. 35 (2) (2013)
Ping Zhang, Fei Wang, Jianying Hu, Robert Sorrentino
Exploring the Relationship Between Drug Side-Effects and Therapeutic Indications. AMIA (2013)
Xiang Wang, Fei Wang, Jun Wang, Buyue Qian, Jianying Hu
Exploring Patient Risk Groups with Incomplete Knowledge. ICDM (2013)
Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi
SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. SDM (2012)
Daby M. Sow, Jimeng Sun, Alain Biem, Jianying Hu, Marion Blount, Shahram Ebadollahi
Real-time analysis for short-term prognosis in intensive care. IBM J. Res. Dev. 56 (5) (2012)
Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi
A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection. AMIA (2012)
Fei Wang, Jianying Hu, Jimeng Sun
Medical prognosis based on patient similarity and expert feedback. ICPR (2012)
Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi
Case-based reasoning in comparative effectiveness research. IBM J. Res. Dev. 56 (5) (2012)
Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi
Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. KDD (2012)
Jimeng Sun, Fei Wang, Jianying Hu, Shahram Ebadollahi
Supervised patient similarity measure of heterogeneous patient records. SIGKDD Explor. 14 (1) (2012)
Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart
Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records. AMIA (2012)
Hani Neuvirth, Michal Ozery-Flato, Jianying Hu, Jonathan Laserson, Martin S. Kohn, Shahram Ebadollahi, Michal Rosen-Zvi
Toward personalized care management of patients at risk: the diabetes case study. KDD (2011)
Heng Cao, Jianying Hu, Chen Jiang, Tarun Kumar, Ta-Hsin Li, Yang Liu, Yingdong Lu, Shilpa Mahatma, Aleksandra Mojsilovic, Mayank Sharma, Mark S. Squillante, Yichong Yu
OnTheMark: Integrated Stochastic Resource Planning of Human Capital Supply Chains. Interfaces 41 (5) (2011)
Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi
iMet: Interactive Metric Learning in Healthcare Applications. SDM (2011)
Noah Lee, Andrew F. Laine, Jianying Hu, Fei Wang, Jimeng Sun, Shahram Ebadollahi
Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients. HISB (2011)
Joseph P. Bigus, Murray Campbell, Boaz Carmeli, Melissa Cefkin, Henry Chang, Ching-Hua Chen-Ritzo, William F. Cody, Shahram Ebadollahi, Alexandre V. Evfimievski, Ariel Farkash, Susanne Glissmann, David Gotz, Tyrone Grandison, Daniel Gruhl, Peter J. Haas, Mark J. H. Hsiao, Pei-Yun Sabrina Hsueh, Jianying Hu, Joseph M. Jasinski, James H. Kaufman, Cheryl A. Kieliszewski, Martin S. Kohn, Sarah E. Knoop, Paul P. Maglio, Ronald L. Mak, Haim Nelken, Chalapathy Neti, Hani Neuvirth, Yue Pan, Yardena Peres, Sreeram Ramakrishnan, Michal Rosen-Zvi, Sondra R. Renly, Pat Selinger, Amnon Shabo, Robert Sorrentino, Jimeng Sun, Tanveer Fathima Syeda-Mahmood, Wang Chiew Tan, Ying Y. Y. Tao, Reza Yaesoubi, Xinxin Zhu
Information technology for healthcare transformation. IBM J. Res. Dev. 55 (5) (2011)
Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi
Automatic Group Sparse Coding. AAAI (2011)
Jianying Hu, Yingdong Lu, Aleksandra Mojsilovic, Mayank Sharma, Mark S. Squillante
Performance management of IT services delivery. SIGMETRICS Perform. Evaluation Rev. 37 (4) (2010)
Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi
Localized Supervised Metric Learning on Temporal Physiological Data. ICPR (2010)
Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi
A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. ICDM (2010)
Vikas Sindhwani, Serhat Selcuk Bucak, Jianying Hu, Aleksandra Mojsilovic
One-Class Matrix Completion with Low-Density Factorizations. ICDM (2010)
Mohamed Cheriet, Horst Bunke, Jianying Hu, Fumitaka Kimura, Ching Y. Suen
New Frontiers in Handwriting Recognition. Pattern Recognit. 42 (12) (2009)
Alexandru Niculescu-Mizil, Claudia Perlich, Grzegorz Swirszcz, Vikas Sindhwani, Yan Liu, Prem Melville, Dong Wang, Jing Xiao, Jianying Hu, Moninder Singh, Wei Xiong Shang, Yanfeng Zhu
Winning the KDD Cup Orange Challenge with Ensemble Selection. KDD Cup (2009)
Afsaneh Shirazi, Jianying Hu, Moninder Singh, Mark S. Squillante, Aleksandra Mojsilovic
A framework for combined bayesian analysis and optimization for services delivery. SOLI (2009)
Stefan Pletschacher, Jianying Hu, Apostolos Antonacopoulos
A New Framework for Recognition of Heavily Degraded Characters in Historical Typewritten Documents Based on Semi-Supervised Clustering. ICDAR (2009)
Vijil Chenthamarakshan, Kuntal Dey, Jianying Hu, Aleksandra Mojsilovic, W. Riddle, Vikas Sindhwani
Leveraging social networks for corporate staffing and expert recommendation. IBM J. Res. Dev. 53 (6) (2009)
Vikas Sindhwani, Jianying Hu, Aleksandra Mojsilovic
Regularized Co-Clustering with Dual Supervision. NIPS (2008)
Hisashi Kashima, Jianying Hu, Bonnie K. Ray, Moninder Singh
K-means clustering of proportional data using L1 distance. ICPR (2008)
Ritendra Datta, Jianying Hu, Bonnie K. Ray
On efficient Viterbi decoding for hidden semi-Markov models. ICPR (2008)
Jianying Hu, Moninder Singh, Aleksandra Mojsilovic
Categorization using semi-supervised clustering. ICPR (2008)
Ritendra Datta, Jianying Hu, Bonnie K. Ray
Sequence Mining for Business Analytics: Building Project Taxonomies for Resource Demand Forecasting. DMBiz@PAKDD (2007)
Jianying Hu, Aleksandra Mojsilovic
High-utility pattern mining: A method for discovery of high-utility item sets. Pattern Recognit. 40 (11) (2007)
Jianying Hu, Bonnie K. Ray, Moninder Singh
Statistical methods for automated generation of service engagement staffing plans. IBM J. Res. Dev. 51 (3/4) (2007)
Jianying Hu, Aleksandra Mojsilovic
Offering Pattern Mining Using High Yield Partition Trees. ICASSP (5) (2006)
Mark Goh, Kannan Balaji, Robert de Souza, Brian T. Eck, Jianying Hu, Bonnie K. Ray
A Resource Planning Model for Professional Services Organizations. CASE (2006)
Jianying Hu, Bonnie K. Ray, Lanshan Han
An Interweaved HMM/DTW Approach to Robust Time Series Clustering. ICPR (3) (2006)
Gregory F. Russell, Jianying Hu, Alain Biem, Andre Heilper, Dmitry Markman
Dynamic Signature Verification Using Discriminative Training. ICDAR (2005)
Jianying Hu, Amit Bagga
Categorizing Images in Web Documents. IEEE Multim. 11 (1) (2004)
Jianying Hu, Eugene Ratzlaff
Probability Table Compression Using Distributional Clustering for Scanning N-Tuple Classifiers. ICPR (2) (2004)
Jianying Hu, Amit Bagga
Categorizing images in web documents. DRR (2003)
Daniel P. Lopresti, Jianying Hu, Ramanujan S. Kashi
Preface. Int. J. Document Anal. Recognit. 6 (3) (2003)
Jianying Hu, Amit Bagga
Identifying Story and Preview Images in News Web Pages. ICDAR (2003)
Jianying Hu, Amit Bagga
Functionality-Based Web Image Categorization. WWW (Posters) (2003)
Jianying Hu, Efstathios Hadjidemetriou
Spatial Color Component Matching of Images. ICPR (3) (2002)
Yalin Wang, Jianying Hu
A machine learning based approach for table detection on the web. WWW (2002)
Jianying Hu, Ramanujan S. Kashi, Daniel P. Lopresti, Gordon T. Wilfong
Evaluating the performance of table processing algorithms. Int. J. Document Anal. Recognit. 4 (3) (2002)
Aleksandra Mojsilovic, Jianying Hu, Emina Soljanin
Extraction of perceptually important colors and similarity measurement for image matching, retrieval and analysis. IEEE Trans. Image Process. 11 (11) (2002)
Amit Bagga, Jianying Hu, Jialin Zhong, Ganesh Ramesh
Multi-Source Combined-Media Video Tracking for Summarization. ICPR (2) (2002)
Yalin Wang, Jianying Hu
Detecting Tables in HTML Documents. Document Analysis Systems (2002)
Longin Jan Latecki, Daniel de Wildt, Jianying Hu
Extraction of key frames from videos by optimal color composition matching and polygon simplification. MMSP (2001)
Jianying Hu, Ramanujan S. Kashi, Daniel P. Lopresti, Gordon T. Wilfong
Table structure recognition and its evaluation. Document Recognition and Retrieval (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jianying Hu