Jianying Hu 
contact information
IBM Fellow; Global Science Leader, AI for Health; Director, Healthcare and Life Sciences Research; IEEE Fellow, IAPR Fellow, IAHSI Fellow, ACMI FellowThomas J. Watson Research Center, Yorktown Heights, NY USA
links
Professional Associations
Professional Associations: American Association for the Advancement of Sciences | American Medical Informatics Association | Fellow, IEEE | Fellow, International Association of Pattern Recognition2019
PREDICTION AND GENERATION OF HYPOTHESES ON RELEVANT DRUG TARGETS AND MECHANISMS FOR ADVERSE DRUG REACTIONS
Heng Luo, Ping Zhang, Achille B. Fokoue-nkoutche, Jianying Hu
docking, drug, computational biology, computer science, drug reaction, human proteins, system framework
Abstract
Heng Luo, Ping Zhang, Achille B. Fokoue-nkoutche, Jianying Hu
docking, drug, computational biology, computer science, drug reaction, human proteins, system framework
Abstract
IDENTIFYING AND INDEXING DISCRIMINATIVE FEATURES FOR DISEASE PROGRESSION IN OBSERVATIONAL DATA
Cheng Yu, Ghosh Soumya, Hu Jianying, Li Ying, Sun Zhaonan
search engine indexing, ranking, prediction system, patient data, observational study, natural language processing, executable, disease progression, discriminative model, computer science, artificial intelligence
Abstract
Cheng Yu, Ghosh Soumya, Hu Jianying, Li Ying, Sun Zhaonan
search engine indexing, ranking, prediction system, patient data, observational study, natural language processing, executable, disease progression, discriminative model, computer science, artificial intelligence
Abstract
2018
Data-driven prediction of drug combinations that mitigate adverse drug reactions
Hu Jianying, Li Ying, Sun Zhaonan, Zhang Ping
spontaneous reporting, propensity score matching, patient characteristics, oncology, medicine, internal medicine, interaction score, drug reaction, drug interaction, drug, adverse drug reaction
Abstract
Hu Jianying, Li Ying, Sun Zhaonan, Zhang Ping
spontaneous reporting, propensity score matching, patient characteristics, oncology, medicine, internal medicine, interaction score, drug reaction, drug interaction, drug, adverse drug reaction
Abstract
Determining Potential Cancer Therapeutic Targets by Joint Modeling of Survival Events
Zhaonan Sun, Zach Shahn, Ping Zhang, Fei Wang, Jianying Hu
Zhaonan Sun, Zach Shahn, Ping Zhang, Fei Wang, Jianying Hu
2017
PATIENT-LEVEL ANALYTICS WITH SEQUENTIAL PATTERN MINING
Hu Jianying, Lin Kun
sequential pattern mining, patient record, data mining, computer science, bitmap, analytics
Abstract
Hu Jianying, Lin Kun
sequential pattern mining, patient record, data mining, computer science, bitmap, analytics
Abstract
IDENTIFYING PERSONALIZED TIME-VARYING PREDICTIVE PATTERNS OF RISK FACTORS
Hu Jianying, Ng Kenney, Perer Adam, Wang Fei, Wang Yajuan
machine learning, computer science, artificial intelligence
Hu Jianying, Ng Kenney, Perer Adam, Wang Fei, Wang Yajuan
machine learning, computer science, artificial intelligence
Method for proactive comprehensive geriatric risk screening
Hu Jianying, Sun Zhaonan, Wang Fei
risk screening, risk groups, reliability engineering, ranking, patient risk, patient information, medicine, medical physics, high risk patients, framingham risk score, feature selection
Abstract
Hu Jianying, Sun Zhaonan, Wang Fei
risk screening, risk groups, reliability engineering, ranking, patient risk, patient information, medicine, medical physics, high risk patients, framingham risk score, feature selection
Abstract
Identifying Chemical Substructures Associated With Adverse Drug Reactions
Sanjoy Dey, Heng Luo, Achille Fokoue-Nkoutche, Jianying Hu, Ping Zhang
Sanjoy Dey, Heng Luo, Achille Fokoue-Nkoutche, Jianying Hu, Ping Zhang
Mechanism of action derivation for drug candidate adverse drug reaction predictions
Janu Verma, Heng Luo, Jianying Hu, Ping Zhang
Janu Verma, Heng Luo, Jianying Hu, Ping Zhang
2016
Reduction of Feature Space for Extracting Events from Medical Data
Kun Lin, Ping Zhang, Gigi Yuen, Jianying Hu
Abstract
Kun Lin, Ping Zhang, Gigi Yuen, Jianying Hu
Abstract
PREDICTING THE RISKS OF MULTIPLE HEALTHCARE-RELATED OUTCOMES VIA JOINT COMORBIDITY DISCOVERY
Hu, Jianying and Wang, Fei and Wang, Xiang
US Patent 20,160,012,202
Hu, Jianying and Wang, Fei and Wang, Xiang
US Patent 20,160,012,202
GENERATING DRUG REPOSITIONING HYPOTHESES BASED ON INTEGRATING MULTIPLE ASPECTS OF DRUG SIMILARITY AND DISEASE SIMILARITY
HU, Jianying and Wang, Fei and Zhang, Ping
US Patent 20,160,140,327
HU, Jianying and Wang, Fei and Zhang, Ping
US Patent 20,160,140,327
2015
Evidence Boosting In Rational Drug Design And Indication Expansion By Leveraging Disease Association
Zhaonan Sun, Ping Zhang, Fei Wang, Jianying Hu
Abstract
Zhaonan Sun, Ping Zhang, Fei Wang, Jianying Hu
Abstract
Learning temporal patterns from electronic health records
Hu, Jianying and Wang, Yajuan and Wang, Fei
US Patent App. 14/921,365
Abstract
Hu, Jianying and Wang, Yajuan and Wang, Fei
US Patent App. 14/921,365
Abstract
Predicting Drug-Drug Interactions And Specific Adverse Events
Yashu Liu, Ping Zhang, Jianying Hu
Abstract
Yashu Liu, Ping Zhang, Jianying Hu
Abstract
Identifying And Ranking Individual-Level Risk Factors Using Personalized Predictive Models
Hu, Jianying and Ng, Kenney and Wang, Fei
US Patent App. 14/665,154
Abstract
Hu, Jianying and Ng, Kenney and Wang, Fei
US Patent App. 14/665,154
Abstract
PATIENT RISK STRATIFICATION BY COMBINING KNOWLEDGE-DRIVEN AND DATA-DRIVEN INSIGHTS
Hu, Jianying and Qian, Buyue and Wang, Fei and Wang, Jun and Wang, Xiang
US Patent 20,150,161,346
Hu, Jianying and Qian, Buyue and Wang, Fei and Wang, Jun and Wang, Xiang
US Patent 20,150,161,346
PREDICTING DRUG-DRUG INTERACTIONS BASED ON CLINICAL SIDE EFFECTS
Hu, Jianying and Sorrentino, Robert K and Wang, Fei and Zhang, Ping
US Patent 20,150,324,693
Hu, Jianying and Sorrentino, Robert K and Wang, Fei and Zhang, Ping
US Patent 20,150,324,693
2014
Method and system for outcome based referral using healthcare data of patient and physician populations
Ebadollahi, Shahram and Hu, Jianying and Kohn, Martin S and Laserson, Jonathan D and Neuvirth-Telem, Hani and Shpigelman, Lavi and Sorrentino, Robert K
US Patent 8,660,857
Ebadollahi, Shahram and Hu, Jianying and Kohn, Martin S and Laserson, Jonathan D and Neuvirth-Telem, Hani and Shpigelman, Lavi and Sorrentino, Robert K
US Patent 8,660,857
Enhanced DeepQA in a medical environment
Boss, Gregory J and Chen-Ritzo, Ching-Hua and Rick, A Hamilton II and Hu, Jianying and Pickover, Clifford A
US Patent 8,805,756
Boss, Gregory J and Chen-Ritzo, Ching-Hua and Rick, A Hamilton II and Hu, Jianying and Pickover, Clifford A
US Patent 8,805,756
2013
Method and appartus for identifying possible treatment non-adherence
Ein-Dor, Liat and Hu, Jianying and Kohn, Martin Steven and Ozery-Flato, Michal and Rosen-Zvi, Michal
US Patent App. 13/932,022
Ein-Dor, Liat and Hu, Jianying and Kohn, Martin Steven and Ozery-Flato, Michal and Rosen-Zvi, Michal
US Patent App. 13/932,022
Densification of longitudinal emr for improved phenotyping
Hu, Jianying and Wang, Fei and Zhou, Jiayu
US Patent App. 14/050,870
Hu, Jianying and Wang, Fei and Zhou, Jiayu
US Patent App. 14/050,870
Hierarchical exploration of longitudinal medical events
Hu, Jianying and Perer, Adam N and Wang, Fei
US Patent App. 13/968,742
Hu, Jianying and Perer, Adam N and Wang, Fei
US Patent App. 13/968,742
Identifying target patients for new drugs by mining real-world evidence
Ebadollahi, Shahram and Hu, Jianying and Sun, Jimeng and Wang, Fei and Zhang, Ping
US Patent App. 13/938,664
Ebadollahi, Shahram and Hu, Jianying and Sun, Jimeng and Wang, Fei and Zhang, Ping
US Patent App. 13/938,664
Method and system for exploring the associations between drug side-effects and therapeutic indications
Cao, Nan and Hu, Jianying and Sorrentino, Robert K and Wang, Fei and Zhang, Ping
US Patent App. 13/971,072
Cao, Nan and Hu, Jianying and Sorrentino, Robert K and Wang, Fei and Zhang, Ping
US Patent App. 13/971,072
Assessing practitioner value in multi-practitioner settings
Hu, Jianying and Wang, Fei and Sorrentino, Robert K and Ebadollahi, Shahram
US Patent App. 14/143,197
Hu, Jianying and Wang, Fei and Sorrentino, Robert K and Ebadollahi, Shahram
US Patent App. 14/143,197
Extracting clinical care pathways correlated with outcomes
Duftler, Matthew J and Hu, Jianying and Lakshmanan, Geetika T and Rozsnyai, Szabolcs and Wang, Fei
US Patent App. 14/022,667
Duftler, Matthew J and Hu, Jianying and Lakshmanan, Geetika T and Rozsnyai, Szabolcs and Wang, Fei
US Patent App. 14/022,667
Extracting key action patterns from patient event data
Hu, Jianying and Lakshmanan, Geetika T and Rozsnyai, Szabolcs and Wang, Fei
US Patent App. 13/966,664
Hu, Jianying and Lakshmanan, Geetika T and Rozsnyai, Szabolcs and Wang, Fei
US Patent App. 13/966,664
Dynamic identification of the biomarkers leveraging the dynamics of the biomarker
Ebadollahi, Shahram and Hu, Jianying and Sun, Jimeng and Wang, Fei and Zhou, Jiayu
US Patent App. 13/970,244
Ebadollahi, Shahram and Hu, Jianying and Sun, Jimeng and Wang, Fei and Zhou, Jiayu
US Patent App. 13/970,244
Mining temporal patterns in longitudinal event data using discrete event matrices and sparse coding
Ebadollahi, Shahram and Hu, Jianying and Kohn, Martin S and Lee, Noah and Sorrentino, Robert K and Sun, Jimeng and Wang, Fei
US Patent 8,583,586
Ebadollahi, Shahram and Hu, Jianying and Kohn, Martin S and Lee, Noah and Sorrentino, Robert K and Sun, Jimeng and Wang, Fei
US Patent 8,583,586
2012
Method, system and computer program product for aggregating population data
Ebadollahi, Shahram and Hu, Jianying and Sun, Jimeng and Sorrentino, Robert K
US Patent App. 13/409,890
Ebadollahi, Shahram and Hu, Jianying and Sun, Jimeng and Sorrentino, Robert K
US Patent App. 13/409,890
Combining knowledge and data driven insights for identifying risk factors in healthcare
Ebadollahi, Shahram and Hu, Jianying and Luo, Dijun and Markatou, Marianthi and Sun, Jimeng and Wang, Fei
US Patent App. 13/611,366
Ebadollahi, Shahram and Hu, Jianying and Luo, Dijun and Markatou, Marianthi and Sun, Jimeng and Wang, Fei
US Patent App. 13/611,366
Identifying group and individual-level risk factors via risk-driven patient stratification
Gotz, David H and Hsueh, Pei-Yun S and Hu, Jianying and Sun, Jimeng
US Patent App. 13/632,659
Gotz, David H and Hsueh, Pei-Yun S and Hu, Jianying and Sun, Jimeng
US Patent App. 13/632,659
Mapping a care plan template to a case model
Hu, Jianying and Lakshmanan, Geetika Tewari and Li, Jing and Mei, Jing and Xie, Guo Tong
US Patent App. 13/657,066
Hu, Jianying and Lakshmanan, Geetika Tewari and Li, Jing and Mei, Jing and Xie, Guo Tong
US Patent App. 13/657,066
System and method for adaptive categorization for use with dynamic taxonomies
Jianying Hu, Aleksandra Mojsilovic, Moninder Singh, others
US Patent 8,161,028
Jianying Hu, Aleksandra Mojsilovic, Moninder Singh, others
US Patent 8,161,028
2011
Detecting unexpected healthcare utilization by constructing clinical models of dominant utilization groups
Ebadollahi, Shahram and Hu, Jianying and Sorrentino, Robert K and Wang, Fei
US Patent App. 13/028,753
Ebadollahi, Shahram and Hu, Jianying and Sorrentino, Robert K and Wang, Fei
US Patent App. 13/028,753
Apparatus and methods for verifying identity using biometric information collected during a pre-enrollment phase
J Hu, G F Russell, T G Zimmerman, others
US Patent 7,995,802
J Hu, G F Russell, T G Zimmerman, others
US Patent 7,995,802
Method and apparatus for workforce demand forecasting
H Cao, M A Eaton, M C Hsieh, J Hu, T H Li, B K Ray, others
US Patent 8,015,043
H Cao, M A Eaton, M C Hsieh, J Hu, T H Li, B K Ray, others
US Patent 8,015,043
2010
System and method for predicting near-term patient trajectories
Ebadollahi, Shahram and Hu, Jianying and Sorrentino, Robert K and Sow, Daby M and Sun, Jimeng
US Patent App. 12/855,068
Ebadollahi, Shahram and Hu, Jianying and Sorrentino, Robert K and Sow, Daby M and Sun, Jimeng
US Patent App. 12/855,068
System and method for predicting long-term patient outcome
Ebadollahi, Shahram and Hu, Jianying and Sorrentino, Robert K and Sow, Daby M and Sun, Jimeng
US Patent App. 12/855,060
Ebadollahi, Shahram and Hu, Jianying and Sorrentino, Robert K and Sow, Daby M and Sun, Jimeng
US Patent App. 12/855,060
ENTERPRISE-TO-MARKET NETWORK ANALYSIS FOR SALES ENABLEMENT AND RELATIONSHIP BUILDING
J. Hu, A. Mosjilovic, V. Sindhwani
US Patent App. 12/861,168
J. Hu, A. Mosjilovic, V. Sindhwani
US Patent App. 12/861,168
COLLABORATIVE FILTERING ON SPARE DATASETS WITH MATRIX FACTORIZATIONS
S.S. Bucak, J. Hu, A. Mosjilovic, V. Sindhwani
US Patent App. 12/848,602
S.S. Bucak, J. Hu, A. Mosjilovic, V. Sindhwani
US Patent App. 12/848,602
2009
2008
METHOD AND SYSTEM FOR PREDICTING RESOURCE REQUIREMENTS FOR SERVICE ENGAGEMENTS
J HU, B K Ray
US Patent App. 20,080/215,411
J HU, B K Ray
US Patent App. 20,080/215,411
METHOD AND APPARATUS FOR INFORMATION BOOSTING IN RELATED BUT DISCONNECTED DATABASES
J Hu, A Mojsilovic, A Radovanovic, M S Squillante
US Patent App. 12/014,414
J Hu, A Mojsilovic, A Radovanovic, M S Squillante
US Patent App. 12/014,414
Method and system for the compression of probability tables
Jianying Hu, Michael P Perrone, Eugene H Ratzlaff
US Patent 7,400,277
Jianying Hu, Michael P Perrone, Eugene H Ratzlaff
US Patent 7,400,277
2007
METHOD AND STRUCTURE FOR GENERIC ARCHITECTURE F0R INTEGRATED END-TO-END WORKFORCE MANAGEMENT
H Cao, D P Connors, D L Gresh, M C Hsieh, J Hu, C Jiang, T Kumar, Y Liu, Y Lu, A Mojsilovic, others
US Patent App. 11/621,942
H Cao, D P Connors, D L Gresh, M C Hsieh, J Hu, C Jiang, T Kumar, Y Liu, Y Lu, A Mojsilovic, others
US Patent App. 11/621,942
Method and apparatus for identifying and using historical work patterns to build/use high-performance project teams subject to constraints
Robert George Farrell, Jianying Hu, Sarah Campbell McAllister, Aleksandra Mojsilovic, Bonnie Kathryn Ray
US Patent App. 11/771,387
Robert George Farrell, Jianying Hu, Sarah Campbell McAllister, Aleksandra Mojsilovic, Bonnie Kathryn Ray
US Patent App. 11/771,387
METHOD AND STRUCTURE FOR END-TO-END WORKFORCE MANAGEMENT
H Cao, J M Collins, D P Connors, D L Gresh, M C Hsieh, J Hu, M A Eaton, T H Li, Y Lu, A Majsilovic, others
US Patent App. 11/621,947
H Cao, J M Collins, D P Connors, D L Gresh, M C Hsieh, J Hu, M A Eaton, T H Li, Y Lu, A Majsilovic, others
US Patent App. 11/621,947
2006
Method and apparatus for rolling enrollment for signature verification
J Hu, G F Russell
US Patent App. 11/343,689
J Hu, G F Russell
US Patent App. 11/343,689
2005
Method and system for determining offering combinations in a multi-product environment
J Hu, A Mojsilovic
US Patent App. 11/191,081
J Hu, A Mojsilovic
US Patent App. 11/191,081
2003
Method for document comparison and classification using document image layout
J Hu, R S Kashi, G T Wilfong
US Patent 6,542,635
J Hu, R S Kashi, G T Wilfong
US Patent 6,542,635
2002
Combined-media scene tracking for audio-video summarization
A Bagga, J Hu, J Zhong
US Patent App. 20,030/218,696
A Bagga, J Hu, J Zhong
US Patent App. 20,030/218,696
Retrieval and matching of color patterns based on a predetermined vocabulary and grammar
S K Ganapathy, J Hu, J Kovacevic, A Mojsilovic, R J Safranek
US Patent 6,411,953
S K Ganapathy, J Hu, J Kovacevic, A Mojsilovic, R J Safranek
US Patent 6,411,953
2001
Method and apparatus for handwriting recognition using invariant features
M K Brown, J Hu, W Turin
US Patent 6,243,493
M K Brown, J Hu, W Turin
US Patent 6,243,493
2000
Method for identifying and using table structures
J Hu, R S Kashi, D P Lopresti, G T Wilfong
US Patent App. 20,030/097,384
J Hu, R S Kashi, D P Lopresti, G T Wilfong
US Patent App. 20,030/097,384
Signature verification method using hidden markov models
J Hu, R S Kashi, W L Nelson, W Turin
US Patent 6,157,731
J Hu, R S Kashi, W L Nelson, W Turin
US Patent 6,157,731
1999
Interleaved segmental method for handwriting recognition
M K Brown, J Hu, W Turin
US Patent 5,878,164
M K Brown, J Hu, W Turin
US Patent 5,878,164
Methods and systems for performing handwriting recognition from raw graphical image data
M K Brown, S C Glinski, J Hu, W Turin
US Patent 5,875,256
M K Brown, S C Glinski, J Hu, W Turin
US Patent 5,875,256