Ping Zhang  Ping Zhang photo         

contact information

Research Staff Member - Data Mining and Machine Learning
IBM T.J. Watson Research Center, Yorktown Heights, NY 10598, USA
  +1dash914dash945dash4498

links

Professional Associations

Professional Associations:  ACM SIGKDD  |  American Medical Informatics Association  |  IEEE Computer Society  |  IEEE, Senior Member  |  International Society for Computational Biology


2018

Determining Potential Cancer Therapeutic Targets by Joint Modeling of Survival Events
Zhaonan Sun, Zach Shahn, Ping Zhang, Fei Wang, Jianying Hu

Predicting Interactions Between Drugs and Foods
Ping Zhang, Achille Fokoue, Sanjoy Dey, Katherine Shen

Predicting Interactions Between Drugs and Diseases
Ping Zhang, Achille Fokoue, Sanjoy Dey, Katherine Shen

Interpretable Bio-Medical Link Prediction Using Deep Neural Representation
Achille Fokoue, Kyle Yingkai Gao, Heng Luo, Sanjoy Dey, Ping Zhang

Chemical Compound Discovery Using Machine Learning Technologies
Yan Li, Heng Luo, Wendy Cornell, Ping Zhang

Finding Precise Causal Multi-Drug-Drug Interactions for Adverse Drug Reaction Analysis
Sanjoy Dey, Ping Zhang, Mohamed Ghalwash

Integrating Multiple Adverse Drug Reaction Risk Scores From Heterogeneous Drug Safety Causality Models
Ping Zhang, Sanjoy Dey, Katherine Shen, Achille Fokoue

Estimating Personalized Drug Responses From Real World Evidence
Sanjoy Dey, Ping Zhang


2017

Facilitating Health Intervention Suggestion for Disease Mitigation and/or Prevention
Yiqin Yu, Xiang Li, Haifeng Liu, Ping Zhang, Guotong Xie

A Method to Predict and Generate Hypotheses on Relevant Drug Targets and Mechanisms for Adverse Drug Reactions
Heng Luo, Ping Zhang, Achille Fokoue-Nkoutche, Jianying Hu

Automatically Identifying Statistically Significant Combination Therapies From Clinical Data
Xiang Li, Haifeng Liu, Gang Hu, Ping Zhang, Guotong Xie

Identifying Chemical Substructures Associated With Adverse Drug Reactions
Sanjoy Dey, Heng Luo, Achille Fokoue-Nkoutche, Jianying Hu, Ping Zhang

A Method to Generate Hypothesis of Underlying Mechanisms of Action between Drugs and Clinical Conditions
Janu Verma, Heng Luo, Jianying Hu, Ping Zhang


2016

Data-Driven Prediction of Drug Combinations that Mitigates Adverse Drug Reactions
Ying Li, Ping Zhang, Zhaonan Sun, Jianying Hu

Abstract

Personalized Tolerance Prediction of Adverse Drug Events
Mohammad Sadoghi, Achille Fokoue-Nkoutche, Ping Zhang, Oktie Hassanzadeh, Meinolf Sellmann

Abstract

Reduction of Feature Space for Extracting Events from Medical Data
Kun Lin, Ping Zhang, Gigi Yuen, Jianying Hu

Abstract

Linkage Prediction Through Similarity Analysis
Oktie Hassanzadeh, Achille Fokoue-Nkoutche, Mohammad Sadoghi, Robert Farrell, Meinolf Sellmann, Ping Zhang

Abstract


2015

Predicting Drug-Drug Interactions And Specific Adverse Events
Yashu Liu, Ping Zhang, Jianying Hu

Abstract

Evidence Boosting In Rational Drug Design And Indication Expansion By Leveraging Disease Association
Zhaonan Sun, Ping Zhang, Fei Wang, Jianying Hu

Abstract

Prediction of Adverse Drug Events
Achille Fokoue-Nkoutche, Ping Zhang, Oktie Hassanzadeh, Mohammad Sadoghi, Meinolf Sellmann

Abstract


2014

A Method for Predicting Drug-Drug Interactions Based on Clinical Side-Effects
Ping Zhang, Fei Wang, Jianying Hu, Robert Sorrentino

Abstract

A Method for Generating Drug Repositioning Hypothesis by Integrating Multiple Aspects of Drug Similarity and Disease Similarity
Ping Zhang, Fei Wang, Jianying Hu

Abstract


2013

Systems and Methods for Boosting Coal Quality Measurement Statement of Related Cases
Ping Zhang, Liang Lan, Amit Chakraborty, Chao Yuan, Holger Hackstein

Abstract

A Method and System for Exploring the Associations Between Drug Side-Effects and Therapeutic Indications
Ping Zhang, Fei Wang, Nan Cao, Jianying Hu, Robert Sorrentino

Abstract

A Method for Identifying Target Patients for New Drugs by Mining Real-world Evidence
Ping Zhang, Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi

Abstract