Sanjoy Dey

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 15

Top Topics

Causal Discovery

Adverse Drug Reaction

Diabetic Patients

Top Venues

Publications

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
Human-centered explainability for life sciences, healthcare, and medical informatics. Patterns 3 (5) (2022)
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)
Sanjoy Dey, Ping Zhang, Mohamed F. Ghalwash, Chandramouli Maduri, Daby Sow, Zachary Shahn
Finding Causal Mechanistic Drug-Drug Interactions from Observational Data. AMIA (2020)
Prithwish Chakraborty, Bum Chul Kwon, Sanjoy Dey, Amit Dhurandhar, Daniel Gruen, Kenney Ng, Daby Sow, Kush R. Varshney
Tutorial on Human-Centered Explainability for Healthcare. KDD (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)
Sanjoy Dey, Ping Zhang, Daby Sow, Kenney Ng
PerDREP: Personalized Drug Effectiveness Prediction from Longitudinal Observational Data. KDD (2019)
Kyle Yingkai Gao, Achille Fokoue, Heng Luo, Sanjoy Dey, Arun Iyengar, Ping Zhang
An Interpretable End-to-End Framework for Drug-Target Interaction Prediction Through Deep Neural Representation. AMIA (2018)
Sanjoy Dey, Heng Luo, Achille Fokoue, Jianying Hu, Ping Zhang
Predicting adverse drug reactions through interpretable deep learning framework. BMC Bioinform. (21) (2018)
Kyle Yingkai Gao, Achille Fokoue, Heng Luo, Arun Iyengar, Sanjoy Dey, Ping Zhang
Interpretable Drug Target Prediction Using Deep Neural Representation. IJCAI (2018)
Sanjoy Dey, Ping Zhang, Kenney Ng
Estimating Personalized Drug Effects with Longitudinal Observational Data. AMIA (2018)
Sanjoy Dey, Ping Zhang, Mohamed F. Ghalwash, Zach Shahn, Daby Sow
Estimating Causal Multi-Drug-Drug Interaction for Adverse Drug Reactions. AMIA (2018)
Pei-Yun Sabrina Hsueh, Sanjoy Dey, Subhro Das, Thomas Wetter
Making Sense of Patient-Generated Health Data for Interpretable Patient-Centered Care: The Transition from "More" to "Better". MedInfo (2017)
Sanjoy Dey, Yajuan Wang, Roy J. Byrd, Kenney Ng, Steven R. Steinhubl, Christopher deFilippi, Walter F. Stewart
Characterizing Physicians Practice Phenotype from Unstructured Electronic Health Records. AMIA (2016)
Catherine H. Olson, Sanjoy Dey, Vipin Kumar, Karen A. Monsen, Bonnie L. Westra
Clustering of elderly patient subgroups to identify medication-related readmission risks. Int. J. Medical Informatics 85 (1) (2016)
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
A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications. CRI (2016)
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
Clustering Health Data to Discover EBP Interventions for Sepsis Prevention and Treatment for Health Disparities. AMIA (2015)
Sanjoy Dey, Katherine Hauwiller, Pranjul Yadav, Michael S. Steinbach, György J. Simon, Vipin Kumar, Connie White-Delaney, Bonnie L. Westra
Predicting the Factors of Improvement of Health Status of Home Health Care Patients: A Holistic Data Mining Approach. AMIA (2015)
Lisiane Pruinelli, Sanjoy Dey, György J. Simon, Pranjul Yadav, Andrew Hangsleben, Katherine Hauwiller, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra
Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities. AMIA (2014)
Sanjoy Dey, György J. Simon, Bonnie L. Westra, Michael S. Steinbach, Vipin Kumar
Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records. SDM (2014)
Sanjoy Dey, Jeremy Weed, Joanna Fakhoury, Jacob Cooner, György J. Simon, Michael S. Steinbach, Bonnie L. Westra, Vipin Kumar
Data Mining to Predict Mobility Outcomes for Older Adults Receiving Home Health Care. AMIA (2013)
Gowtham Atluri, Sanjoy Dey, Gang Fang, Sean Landman, Vanja Paunic, Wen Wang, Michael S. Steinbach, Vipin Kumar
Invited: Discovering combinatorial biomarkers. ICCABS (2012)
Sanjoy Dey, Kelvin O. Lim, Gowtham Atluri, Angus W. MacDonald III, Michael S. Steinbach, Vipin Kumar
A pattern mining based integrative framework for biomarker discovery. BCB (2012)
Sanjoy Dey, Sharif Mahmud
A Web-Based Examination System in the Context of Bangladesh. AACC (2004)
Satya Prasad Majumder, Sanjoy Dey
Evaluation of BER/PER Performance of a FLAMINGO Network. AACC (2004)