Function plotting using conic splines. - Jianying Hu; Theo Pavlidis (IEEE Computer Graphics and Applications, 1991)

Interactive road finding for aerial images. - Jianying Hu; Bill Sakoda; Theo Pavlidis (WACV, 1992)

Invariant Features for HMM Based On-Line Handwriting Recognition. - Jianying Hu; Michael K. Brown; William Turin (ICIAP, 1995)

Document Databases: das'96 Working Group Report. - Jianying Hu; Mysore Y. Jaisimha (DAS, 1996)

On-line handwriting recognition with constrained N-best decoding. - Jianying Hu; Michael K. Brown (ICPR, 1996)

Language modeling with stochastic automata. - Jianying Hu; William Turin; Michael K. Brown (ICSLP, 1996)

A Hierarchical Approach to Efficient Curvilinear Object Searching. - Jianying Hu; Theodosios Pavlidis (Comput. Vis. Image Underst., 1996)

HMM Based On-Line Handwriting Recognition. - Jianying Hu; Michael K. Brown; William Turin (IEEE Trans. Pattern Anal. Mach. Intell., 1996)

Size and orientation normalization of on-line handwriting using Hough transform. - Amy S. Rosenthal; Jianying Hu; Michael K. Brown (ICASSP, 1997)

On-line Handwritten Signature Verification using Hidden Markov Model Features. - Ramanujan S. Kashi; Jianying Hu; Winston L. Nelson; William Turin (ICDAR, 1997)

Combining High-Level Features with Sequential Local Features for On-Line Handwriting Recognition. - Jianying Hu; Amy S. Rosenthal; Michael K. Brown (ICIAP (2), 1997)

Next-generation multimedia messaging. - Henry S. Baird; Jianying Hu; Ramanujan S. Kashi (MMSP, 1997)

Language modeling using stochastic automata with variable length contexts. - Jianying Hu; William Turin; Michael K. Brown (Comput. Speech Lang., 1997)

E-mail signature block analysis. - Hao Chen 003; Jianying Hu; Richard Sproat (ICPR, 1998)

Emu: an e-mail preprocessor for text-to-speech. - Richard Sproat; Jianying Hu; Hao Chen 003 (MMSP, 1998)

Using data on digital cellular and PCS voice networks. - Shankar Narayanaswamy; Jianying Hu; Ramanujan S. Kashi (Bell Labs Tech. J., 1998)

A Hidden Markov Model approach to online handwritten signature verification. - Ramanujan S. Kashi; Jianying Hu; Winston L. Nelson; William Turin (Int. J. Document Anal. Recognit., 1998)

Document Classification Using Layout Analysis. - Jianying Hu; Ramanujan S. Kashi; Gordon T. Wilfong (DEXA Workshop, 1999)

Retrieval of color patterns based on perceptual dimensions of texture and human similiarity rules. - Aleksandra Mojsilovic; Jelena Kovacevic; Jianying Hu; Robert J. Safranek; S. Kicha Ganapathy (Human Vision and Electronic Imaging, 1999)

Document Image Layout Comparison and Classification. - Jianying Hu; Ramanujan S. Kashi; Gordon T. Wilfong (ICDAR, 1999)

Perceptually Based Color Texture Features and Metrics for Image Retrieval. - Aleksandra Mojsilovic; Jianying Hu; Robert J. Safranek (ICIP (3), 1999)

User Interface for a PCS Smart Phone. - Shankar Narayanaswamy; Jianying Hu; Ramanujan S. Kashi (ICMCS, Vol. 1, 1999)

Integrating geometrical and linguistic analysis for email signature block parsing. - Hao Chen 003; Jianying Hu; Richard Sproat (ACM Trans. Inf. Syst., 1999)

Medium-independent table detection. - Jianying Hu; Ramanujan S. Kashi; Daniel P. Lopresti; Gordon T. Wilfong (Document Recognition and Retrieval, 2000)

Extraction of Perceptually Important Colors and Similarity Measurement for Image Matching. - Aleksandra Mojsilovic; Jianying Hu (ICIP, 2000)

A Method for Color Content Matching of Images. - Aleksandra Mojsilovic; Jianying Hu (IEEE International Conference on Multimedia and Expo (II), 2000)

Optimal Color Composition Matching of Images. - Jianying Hu; Aleksandra Mojsilovic (ICPR, 2000)

Comparison and Classification of Documents Based on Layout Similarity. - Jianying Hu; Ramanujan S. Kashi; Gordon T. Wilfong (Inf. Retr., 2000)

Writer independent on-line handwriting recognition using an HMM approach. - Jianying Hu; Sok Gek Lim; Michael K. Brown (Pattern Recognit., 2000)

Matching and retrieval based on the vocabulary and grammar of color patterns. - Aleksandra Mojsilovic; Jelena Kovacevic; Jianying Hu; Robert J. Safranek; S. Kicha Ganapathy (IEEE Trans. Image Process., 2000)

Table structure recognition and its evaluation. - Jianying Hu; Ramanujan S. Kashi; Daniel P. Lopresti; Gordon T. Wilfong (Document Recognition and Retrieval, 2001)

Why Table Ground-Truthing is Hard. - Jianying Hu; Ramanujan S. Kashi; Daniel P. Lopresti; Gordon T. Wilfong; George Nagy (ICDAR, 2001)

Flexible Web Document Analysis for Delivery to Narrow-Bandwidth Devices. - Gerald Penn; Jianying Hu; Hengbin Luo; Ryan T. McDonald (ICDAR, 2001)

Combined-media video tracking for summarization. - Jianying Hu; Jialin Zhong; Amit Bagga (ACM Multimedia, 2001)

Extraction of key frames from videos by optimal color composition matching and polygon simplification. - Longin Jan Latecki; Daniel de Wildt; Jianying Hu (MMSP, 2001)

Detecting Tables in HTML Documents. - Yalin Wang 001; Jianying Hu (Document Analysis Systems, 2002)

Multi-Source Combined-Media Video Tracking for Summarization. - Amit Bagga; Jianying Hu; Jialin Zhong; Ganesh Ramesh (ICPR (2), 2002)

Spatial Color Component Matching of Images. - Jianying Hu; Efstathios Hadjidemetriou (ICPR (3), 2002)

A machine learning based approach for table detection on the web. - Yalin Wang 001; Jianying Hu (WWW, 2002)

Evaluating the performance of table processing algorithms. - Jianying Hu; Ramanujan S. Kashi; Daniel P. Lopresti; Gordon T. Wilfong (Int. J. Document Anal. Recognit., 2002)

Extraction of perceptually important colors and similarity measurement for image matching, retrieval and analysis. - Aleksandra Mojsilovic; Jianying Hu; Emina Soljanin (IEEE Trans. Image Process., 2002)

Automatic Table Detection in HTML Documents. - Yalin Wang 001; Jianying Hu (Web Document Analysis, 2003)

Identifying Story and Preview Images in News Web Pages. - Jianying Hu; Amit Bagga (ICDAR, 2003)

Functionality-Based Web Image Categorization. - Jianying Hu; Amit Bagga (WWW (Posters), 2003)

Preface. - Daniel P. Lopresti; Jianying Hu; Ramanujan S. Kashi (Int. J. Document Anal. Recognit., 2003)

Probability Table Compression Using Distributional Clustering for Scanning N-Tuple Classifiers. - Jianying Hu; Eugene Ratzlaff (ICPR (2), 2004)

Categorizing Images in Web Documents. - Jianying Hu; Amit Bagga (IEEE Multim., 2004)

Dynamic Signature Verification Using Discriminative Training. - Gregory F. Russell; Jianying Hu; Alain Biem; Andre Heilper; Dmitry Markman (ICDAR, 2005)

A Resource Planning Model for Professional Services Organizations. - Mark Goh; Kannan Balaji; Robert de Souza; Brian T. Eck; Jianying Hu; Bonnie K. Ray (CASE, 2006)

Offering Pattern Mining Using High Yield Partition Trees. - Jianying Hu; Aleksandra Mojsilovic (ICASSP (5), 2006)

An Interweaved HMM/DTW Approach to Robust Time Series Clustering. - Jianying Hu; Bonnie K. Ray; Lanshan Han (ICPR (3), 2006)

Sequence Mining for Business Analytics: Building Project Taxonomies for Resource Demand Forecasting. - Ritendra Datta; Jianying Hu; Bonnie K. Ray (DMBiz@PAKDD, 2007)

Statistical methods for automated generation of service engagement staffing plans. - Jianying Hu; Bonnie K. Ray; Moninder Singh (IBM J. Res. Dev., 2007)

High-utility pattern mining: A method for discovery of high-utility item sets. - Jianying Hu; Aleksandra Mojsilovic (Pattern Recognit., 2007)

On efficient Viterbi decoding for hidden semi-Markov models. - Ritendra Datta; Jianying Hu; Bonnie K. Ray (ICPR, 2008)

Categorization using semi-supervised clustering. - Jianying Hu; Moninder Singh; Aleksandra Mojsilovic (ICPR, 2008)

K-means clustering of proportional data using L1 distance. - Hisashi Kashima; Jianying Hu; Bonnie K. Ray; Moninder Singh (ICPR, 2008)

Regularized Co-Clustering with Dual Supervision. - Vikas Sindhwani; Jianying Hu; Aleksandra Mojsilovic (NIPS, 2008)

A New Framework for Recognition of Heavily Degraded Characters in Historical Typewritten Documents Based on Semi-Supervised Clustering. - Stefan Pletschacher; Jianying Hu; Apostolos Antonacopoulos (ICDAR, 2009)

A framework for combined bayesian analysis and optimization for services delivery. - Afsaneh Shirazi; Jianying Hu; Moninder Singh; Mark S. Squillante; Aleksandra Mojsilovic (SOLI, 2009)

Leveraging social networks for corporate staffing and expert recommendation. - Vijil Chenthamarakshan; Kuntal Dey; Jianying Hu; Aleksandra Mojsilovic; W. Riddle; Vikas Sindhwani (IBM J. Res. Dev., 2009)

Winning the KDD Cup Orange Challenge with Ensemble Selection. - Alexandru Niculescu-Mizil; Claudia Perlich; Grzegorz Swirszcz; Vikas Sindhwani; Yan Liu 002; Prem Melville; Dong Wang; Jing Xiao; Jianying Hu; Moninder Singh; Wei Xiong Shang; Yanfeng Zhu 001 (KDD Cup, 2009)

New Frontiers in Handwriting Recognition. - Mohamed Cheriet; Horst Bunke; Jianying Hu; Fumitaka Kimura; Ching Y. Suen (Pattern Recognit., 2009)

One-Class Matrix Completion with Low-Density Factorizations. - Vikas Sindhwani; Serhat Selcuk Bucak; Jianying Hu; Aleksandra Mojsilovic (ICDM, 2010)

A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. - Jimeng Sun 001; Daby M. Sow; Jianying Hu; Shahram Ebadollahi (ICDM, 2010)

Localized Supervised Metric Learning on Temporal Physiological Data. - Jimeng Sun 001; Daby M. Sow; Jianying Hu; Shahram Ebadollahi (ICPR, 2010)

Performance management of IT services delivery. - Jianying Hu; Yingdong Lu; Aleksandra Mojsilovic; Mayank Sharma; Mark S. Squillante (SIGMETRICS Perform. Evaluation Rev., 2010)

Automatic Group Sparse Coding. - Fei Wang 001; Noah Lee; Jimeng Sun 001; Jianying Hu; Shahram Ebadollahi (AAAI, 2011)

Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients. - Noah Lee; Andrew F. Laine; Jianying Hu; Fei Wang 001; Jimeng Sun 001; Shahram Ebadollahi (HISB, 2011)

Toward personalized care management of patients at risk: the diabetes case study. - Hani Neuvirth; Michal Ozery-Flato; Jianying Hu; Jonathan Laserson; Martin S. Kohn; Shahram Ebadollahi; Michal Rosen-Zvi (KDD, 2011)

iMet: Interactive Metric Learning in Healthcare Applications. - Fei Wang 001; Jimeng Sun 001; Jianying Hu; Shahram Ebadollahi (SDM, 2011)

Information technology for healthcare transformation. - 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; et al. (IBM J. Res. Dev., 2011)

OnTheMark: Integrated Stochastic Resource Planning of Human Capital Supply Chains. - 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 (Interfaces, 2011)

A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection. - Jianying Hu; Fei Wang 001; Jimeng Sun 001; Robert Sorrentino; Shahram Ebadollahi (AMIA, 2012)

Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records. - Jimeng Sun 001; Jianying Hu; Dijun Luo; Marianthi Markatou; Fei Wang 001; Shahram Ebadollahi; Zahra Daar; Walter F. Stewart (AMIA, 2012)

Medical prognosis based on patient similarity and expert feedback. - Fei Wang 001; Jianying Hu; Jimeng Sun 001 (ICPR, 2012)

Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. - Fei Wang 001; Noah Lee; Jianying Hu; Jimeng Sun 001; Shahram Ebadollahi (KDD, 2012)

SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. - Dijun Luo; Fei Wang 001; Jimeng Sun 001; Marianthi Markatou; Jianying Hu; Shahram Ebadollahi (SDM, 2012)

Case-based reasoning in comparative effectiveness research. - Marianthi Markatou; Prabani Kuruppumullage Don; Jianying Hu; Fei Wang 001; Jimeng Sun 001; Robert Sorrentino; Shahram Ebadollahi (IBM J. Res. Dev., 2012)

Real-time analysis for short-term prognosis in intensive care. - Daby M. Sow; Jimeng Sun 001; Alain Biem; Jianying Hu; Marion Blount; Shahram Ebadollahi (IBM J. Res. Dev., 2012)

Supervised patient similarity measure of heterogeneous patient records. - Jimeng Sun 001; Fei Wang 001; Jianying Hu; Shahram Ebadollahi (SIGKDD Explor., 2012)

Exploring the Relationship Between Drug Side-Effects and Therapeutic Indications. - Ping Zhang 016; Fei Wang 001; Jianying Hu; Robert Sorrentino (AMIA, 2013)

Exploring Patient Risk Groups with Incomplete Knowledge. - Xiang Wang 001; Fei Wang 001; Jun Wang 006; Buyue Qian; Jianying Hu (ICDM, 2013)

Patient Risk Prediction Model via Top-k Stability Selection. - Jianying Hu; Yashu Liu 001; Jimeng Sun 001; Jieping Ye; Jiayu Zhou (SDM, 2013)

A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data. - Fei Wang 001; Noah Lee; Jianying Hu; Jimeng Sun 001; Shahram Ebadollahi; Andrew F. Laine (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Scene Classification by Feature Co-occurrence Matrix. - Haitao Lang; Yuyang Xi; Jianying Hu; Liang Du; Haibin Ling (ACCV Workshops (1), 2014)

Clinical Risk Prediction by Exploring High-Order Feature Correlations. - Fei Wang 001; Ping Zhang 016; Xiang Wang 001; Jianying Hu (AMIA, 2014)

Exploring Joint Disease Risk Prediction. - Xiang Wang 001; Fei Wang 001; Jianying Hu; Robert Sorrentino (AMIA, 2014)

Towards Drug Repositioning: A Unified Computational Framework for Integrating Multiple Aspects of Drug Similarity and Disease Similarity. - Ping Zhang 016; Fei Wang 001; Jianying Hu (AMIA, 2014)

DensityTransfer: A Data Driven Approach for Imputing Electronic Health Records. - Fei Wang 001; Jiayu Zhou; Jianying Hu (ICPR, 2014)

A Multi-task Learning Framework for Joint Disease Risk Prediction and Comorbidity Discovery. - Xiang Wang 001; Fei Wang 001; Jianying Hu (ICPR, 2014)

From micro to macro: data driven phenotyping by densification of longitudinal electronic medical records. - Jiayu Zhou; Fei Wang 001; Jianying Hu; Jieping Ye (KDD, 2014)

Care Pathway Workbench: Evidence Harmonization from Guideline and Data. - Yiqin Yu; Haifeng Liu 005; Jing Li; Xiang Li 013; Jing Mei; Guotong Xie; Adam Perer; Fei Wang 001; Jianying Hu (MIE, 2014)

Exploring the associations between drug side-effects and therapeutic indications. - Fei Wang 001; Ping Zhang 016; Nan Cao 001; Jianying Hu; Robert Sorrentino (J. Biomed. Informatics, 2014)

Analysis of Documents Born Digital. - Jianying Hu; Ying Liu 006 (Handbook of Document Image Processing and Recognition, 2014)

Early Detection of Heart Failure using Data Driven Modeling Approaches on Electronic Health Records: How far can one go without Domain Knowledge? - Kenney Ng; Yajuan Wang; Jianying Hu; Walter F. Stewart; Steven R. Steinhubl; Christopher deFilippi (AMIA, 2015)

Towards Computational Drug Repositioning: A Comparative Study of Single-task and Multi-task Learning. - Ping Zhang 016; Zhaonan Sun; Fei Wang 001; Jianying Hu (AMIA, 2015)

Early detection of heart failure with varying prediction windows by structured and unstructured data in electronic health records. - Yajuan Wang; Kenney Ng; Roy J. Byrd; Jianying Hu; Shahram Ebadollahi; Zahra Daar; Christopher deFilippi; Steven R. Steinhubl; Walter F. Stewart (EMBC, 2015)

Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework. - Chuanren Liu; Fei Wang 001; Jianying Hu; Hui Xiong 001 (KDD, 2015)

LINKAGE: An Approach for Comprehensive Risk Prediction for Care Management. - Zhaonan Sun; Fei Wang 001; Jianying Hu (KDD, 2015)

Analysis of Care Pathway Variation Patterns in Patient Records. - Xiang Li 013; Jing Mei; Haifeng Liu 005; Yiqin Yu; Guotong Xie; Jianying Hu; Fei Wang 001 (MIE, 2015)

Synthesizing Analytic Evidence to Refine Care Pathways. - Haifeng Liu 005; Xiang Li 013; Yiqin Yu; Jing Mei; Guo Tong Xie; Adam Perer; Fei Wang 001; Jianying Hu (MIE, 2015)

Mining and exploring care pathways from electronic medical records with visual analytics. - Adam Perer; Fei Wang 001; Jianying Hu (J. Biomed. Informatics, 2015)

Towards actionable risk stratification: A bilinear approach. - Xiang Wang 001; Fei Wang 001; Jianying Hu; Robert Sorrentino (J. Biomed. Informatics, 2015)

Big Data for Healthcare and Life Sciences: Learning Useful Insights from Imperfect Data. - Jianying Hu; Nigam H. Shah; Bradley A. Malin; Patrick B. Ryan; Anil Jain (AMIA, 2016)

Data-Driven Prediction of Beneficial Drug Combinations in Spontaneous Reporting Systems. - Ying Li 053; Ping Zhang 016; Zhaonan Sun; Jianying Hu (AMIA, 2016)

Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients. - Lina M. Sulieman; Daniel Fabbri; Fei Wang 001; Jianying Hu; Bradley A. Malin (AMIA, 2016)

Joint Modeling of Survival Events through Multi-task Learning Framework. - Zhaonan Sun; Xu Liu; Ping Zhang 016; Jianying Hu; Juan Wisnivesky (AMIA, 2016)

Modelling the Progression of CKD with EMR Data: a Partially Hidden Markov Approach. - Zhaonan Sun; Yu Cheng; Amos Cahan; Fei Wang; Jianying Hu (CRI, 2016)

Risk Prediction with Electronic Health Records: A Deep Learning Approach. - Yu Cheng; Fei Wang 001; Ping Zhang 016; Jianying Hu (SDM, 2016)

Identifying and Investigating Unexpected Response to Treatment: A Diabetes Case Study. - Michal Ozery-Flato; Liat Ein-Dor; Naama Parush-Shear-Yashuv; Ranit Aharonov; Hani Neuvirth; Martin S. Kohn; Jianying Hu (Big Data, 2016)

Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation. - Cao Xiao; Ping Zhang 016; W. Art Chaovalitwongse; Jianying Hu; Fei Wang 001 (AAAI, 2017)

DrugPathSeeker: Interactive UI for exploring drug-ADR relation via pathways. - Janu Verma; Heng Luo 002; Jianying Hu; Ping Zhang 016 (PacificVis, 2017)

Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results. - Mohamed F. Ghalwash; Ying Li 053; Ping Zhang 016; Jianying Hu (CIKM, 2017)

An Exploration of Latent Structure in Observational Huntington's Disease Studies. - Soumya Ghosh; Zhaonan Sun; Ying Li; Yu Cheng; Amrita Mohan; Cristina Sampaio; Jianying Hu (CRI, 2017)

Improving predictive models with clustered sequences: An Application on Heart Failure Risk Prediction. - Kun Lin; Ping Zhang 016; Gigi Y. Yuen-Reed; Ying Li 053; Jianying Hu (CRI, 2017)

Exploring Factors that Associated with Missing Values in Observational Huntington's Disease Study Data. - Zhaonan Sun; Ying Li; Soumya Ghosh; Yu Cheng; Amrita Mohan; Cristina Sampaio; Jianying Hu (CRI, 2017)

Cell-specific prediction and application of drug-induced gene expression . - Rachel Hodos; Ping Zhang 016; Hao-Chih Lee; Qiaonan Duan; Zichen Wang 002; Neil R. Clark; Avi Ma'ayan; Fei Wang 001; Brian A. Kidd; Jianying Hu; David A. Sontag; Joel Dudley (PSB, 2018)

Predicting adverse drug reactions through interpretable deep learning framework. - Sanjoy Dey; Heng Luo 002; Achille Fokoue; Jianying Hu; Ping Zhang 016 (BMC Bioinform., 2018)

Simultaneous Modeling of Multiple Complications for Risk Profiling in Diabetes Care. - Bin Liu 045; Ying Li 053; Soumya Ghosh; Zhaonan Sun; Kenney Ng; Jianying Hu (CoRR, 2018)

Explicit-Blurred Memory Network for Analyzing Patient Electronic Health Records. - Prithwish Chakraborty; Fei Wang 001; Jianying Hu; Daby Sow (CoRR, 2019)

Artificial intelligence and machine learning in clinical development: a translational perspective. - Pratik Shah; Francis Kendall; Sean Khozin; Ryan Goosen; Jianying Hu; Jason M. Laramie; Michael Ringel; Nicholas J. Schork (npj Digit. Medicine, 2019)

Analyzing impact of genomic factors on HD progression through an integrated disease progress model. - Sanjoy Dey; Zhaonan Sun; Amrita Mohan; Cristina Sampaio; Jianying Hu (AMIA, 2020)

A Machine Learning Based Write Policy for SSD Cache in Cloud Block Storage. - Yu Zhang 101; Ke Zhou 001; Ping Huang 001; Hua Wang 008; Jianying Hu; Yangtao Wang; Yongguang Ji; Bin Cheng (DATE, 2020)

Personalized Input-Output Hidden Markov Models for Disease Progression Modeling. - Kristen A. Severson; Lana M. Chahine; Luba Smolensky; Kenney Ng; Jianying Hu; Soumya Ghosh (MLHC, 2020)

OSCA: An Online-Model Based Cache Allocation Scheme in Cloud Block Storage Systems. - Yu Zhang 101; Ping Huang 001; Ke Zhou 001; Hua Wang 008; Jianying Hu; Yongguang Ji; Bin Cheng (USENIX ATC, 2020)

Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach. - Bin Liu 045; Ying Li 053; Soumya Ghosh; Zhaonan Sun; Kenney Ng; Jianying Hu (IEEE Trans. Knowl. Data Eng., 2020)

Impact of Clinical and Genomic Factors on COVID-19 Disease Severity. - Sanjoy Dey; Aritra Bose; Subrata Saha; Prithwish Chakraborty; Mohamed F. Ghalwash; Filippo Utro; Aldo Guzmán-Sáenz; Kenney Ng; Jianying Hu; Laxmi Parida; Daby Sow (AMIA, 2021)

How Can Artificial Intelligence Tools Be Used to Manage Future Pandemics? A Scoping Review of Key Use Cases. - 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 (AMIA, 2021)

Deep Staging: An Interpretable Deep Learning Framework for Disease Staging. - Liuyi Yao; Zijun Yao 001; Jianying Hu; Jing Gao 004; Zhaonan Sun (ICHI, 2021)

Disease Progression Modeling Workbench 360. - Parthasarathy Suryanarayanan; Prithwish Chakraborty; Piyush Madan; Kibichii Bore; William Ogallo; Rachita Chandra; Mohamed F. Ghalwash; Italo Buleje; Sekou L. Remy; Shilpa Mahatma; Pablo Meyer 001; Jianying Hu (CoRR, 2021)

Disease network delineates the disease progression profile of cardiovascular diseases. - Zefang Tang; Yiqin Yu; Kenney Ng; Daby Sow; Jianying Hu; Jing Mei (J. Biomed. Informatics, 2021)

Leveraging artificial intelligence for pandemic preparedness and response: a scoping review to identify key use cases. - 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 (npj Digit. Medicine, 2021)

An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets. - Faris F. Gulamali; Ashwin S. Sawant; Lora Liharska; Carol R. Horowitz; Lili Chan; Patricia H. Kovatch; Ira S. Hofer; Karandeep Singh; Lynne D. Richardson; Emmanuel Mensah; Alexander W. Charney; David L. Reich; et al. (CoRR, 2023)

Multi-view biomedical foundation models for molecule-target and property prediction. - Parthasarathy Suryanarayanan; Yunguang Qiu; Shreyans Sethi; Diwakar Mahajan; Hongyang Li; Yuxin Yang; Elif K. Eyigöz; Aldo Guzmán-Sáenz; Daniel E. Platt; Timothy H. Rumbell; Kenney Ng; Sanjoy Dey; et al. (CoRR, 2024)

BMFM-RNA: An Open Framework for Building and Evaluating Transcriptomic Foundation Models. - Bharath Dandala; Michael M. Danziger; Ella Barkan; Tanwi Biswas; Viatcheslav Gurev; Jianying Hu; Matthew Madgwick; Akira Koseki; Tal Kozlovski; Michal Rosen-Zvi; Yishai Shimoni; Ching-Huei Tsou (CoRR, 2025)

BMFM-DNA: A SNP-aware DNA foundation model to capture variant effects. - Hongyang Li; Sanjoy Dey; Bum Chul Kwon; Michael M. Danziger; Michal Rosen-Tzvi; Jianying Hu; James Kozloski; Ching-Huei Tsou; Bharath Dandala; Pablo Meyer 001 (CoRR, 2025)