Sanjoy Dey

According to our database, Sanjoy Dey authored at least 25 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Human-centered explainability for life sciences, healthcare, and medical informatics.

Sanjoy Dey, Prithwish Chakraborty, Bum Chul Kwon, Amit Dhurandhar, Mohamed F. Ghalwash, Fernando J. Suarez Saiz, Kenney Ng, Daby Sow, Kush R. Varshney, Pablo Meyer

Patterns, 2022

2021

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

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Tutorial on Human-Centered Explainability for Healthcare.

Prithwish Chakraborty, Bum Chul Kwon, Sanjoy Dey, Amit Dhurandhar, Daniel M. Gruen, Kenney Ng, Daby Sow, Kush R. Varshney

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Analyzing impact of genomic factors on HD progression through an integrated disease progress model.

Sanjoy Dey, Zhaonan Sun, Amrita Mohan, Cristina Sampaio, Jianying Hu

Proceedings of the AMIA 2020, 2020

Finding Causal Mechanistic Drug-Drug Interactions from Observational Data.

Sanjoy Dey, Ping Zhang, Mohamed F. Ghalwash, Chandramouli Maduri, Daby Sow, Zachary Shahn

Proceedings of the AMIA 2020, 2020

2019

PerDREP: Personalized Drug Effectiveness Prediction from Longitudinal Observational Data.

Sanjoy Dey, Ping Zhang, Daby Sow, Kenney Ng

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Predicting adverse drug reactions through interpretable deep learning framework.

Sanjoy Dey, Heng Luo, Achille Fokoue, Jianying Hu, Ping Zhang

BMC Bioinform., 2018

Interpretable Drug Target Prediction Using Deep Neural Representation.

Kyle Yingkai Gao, Achille Fokoue, Heng Luo, Arun Iyengar, Sanjoy Dey, Ping Zhang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

An Interpretable End-to-End Framework for Drug-Target Interaction Prediction Through Deep Neural Representation.

Kyle Yingkai Gao, Achille Fokoue, Heng Luo, Sanjoy Dey, Arun Iyengar, Ping Zhang

Proceedings of the AMIA 2018, 2018

Estimating Personalized Drug Effects with Longitudinal Observational Data.

Sanjoy Dey, Ping Zhang, Kenney Ng

Proceedings of the AMIA 2018, 2018

Estimating Causal Multi-Drug-Drug Interaction for Adverse Drug Reactions.

Sanjoy Dey, Ping Zhang, Mohamed F. Ghalwash, Zach Shahn, Daby Sow

Proceedings of the AMIA 2018, 2018

2017

Making Sense of Patient-Generated Health Data for Interpretable Patient-Centered Care: The Transition from "More" to "Better".

Pei-Yun Sabrina Hsueh, Sanjoy Dey, Subhro Das, Thomas Wetter

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2016

Clustering of elderly patient subgroups to identify medication-related readmission risks.

Catherine H. Olson, Sanjoy Dey, Vipin Kumar, Karen A. Monsen, Bonnie L. Westra

Int. J. Medical Informatics, 2016

A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications.

Lisiane Pruinelli, Pranjul Yadav, Andrew Hangsleben, Jakob Johnson, Sanjoy Dey, Maribet C. McCarty, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra, György J. Simon

Proceedings of the Summit on Clinical Research Informatics, 2016

Characterizing Physicians Practice Phenotype from Unstructured Electronic Health Records.

Sanjoy Dey, Yajuan Wang, Roy J. Byrd, Kenney Ng, Steven R. Steinhubl, Christopher deFilippi, Walter F. Stewart

Proceedings of the AMIA 2016, 2016

2015

Clustering Health Data to Discover EBP Interventions for Sepsis Prevention and Treatment for Health Disparities.

Lisiane Pruinelli, Pranjul Yadav, Andrew Hangsleben, Kevin Schiroo, Sanjoy Dey, György J. Simon, Maribet C. McCarty, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra

Proceedings of the AMIA 2015, 2015

Predicting the Factors of Improvement of Health Status of Home Health Care Patients: A Holistic Data Mining Approach.

Sanjoy Dey, Katherine Hauwiller, Pranjul Yadav, Michael S. Steinbach, György J. Simon, Vipin Kumar, Connie White-Delaney, Bonnie L. Westra

Proceedings of the AMIA 2015, 2015

Predictive Models for Integrating Clinical and Genomic Data.

Sanjoy Dey, Rohit Gupta, Michael S. Steinbach, Vipin Kumar

Proceedings of the Healthcare Data Analytics., 2015

2014

Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records.

Sanjoy Dey, György J. Simon, Bonnie L. Westra, Michael S. Steinbach, Vipin Kumar

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities.

Lisiane Pruinelli, Sanjoy Dey, György J. Simon, Pranjul Yadav, Andrew Hangsleben, Katherine Hauwiller, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra

Proceedings of the AMIA 2014, 2014

2013

Data Mining to Predict Mobility Outcomes for Older Adults Receiving Home Health Care.

Sanjoy Dey, Jeremy Weed, Joanna Fakhoury, Jacob Cooner, György J. Simon, Michael S. Steinbach, Bonnie L. Westra, Vipin Kumar

Proceedings of the AMIA 2013, 2013

2012

Invited: Discovering combinatorial biomarkers.

Gowtham Atluri, Sanjoy Dey, Gang Fang, Sean Landman, Vanja Paunic, Wen Wang, Michael S. Steinbach, Vipin Kumar

Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012

A pattern mining based integrative framework for biomarker discovery.

Sanjoy Dey, Kelvin O. Lim, Gowtham Atluri, Angus W. MacDonald III, Michael S. Steinbach, Vipin Kumar

Proceedings of the ACM International Conference on Bioinformatics, 2012

2004

Evaluation of BER/PER Performance of a FLAMINGO Network.

Satya Prasad Majumder, Sanjoy Dey

Proceedings of the Applied Computing, Second Asian Applied Computing Conference, 2004

A Web-Based Examination System in the Context of Bangladesh.

Sanjoy Dey, Sharif Mahmud

Proceedings of the Applied Computing, Second Asian Applied Computing Conference, 2004