Sanjoy Dey

29 papers A* 3A 1Misc 11Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
From genes to trajectories: mapping genetic influences on Huntington's disease progression.
Bioinform.
Sanjoy Dey, Zhaonan Sun, John Warner, Eileen Koski, Elif Eyigöz, Swati Sathe, Cristina Sampaio, Jianying Hu
2025 J jnl
BMFM-DNA: A SNP-aware DNA foundation model to capture variant effects.
CoRR
Hongyang Li, Sanjoy Dey, Bum Chul Kwon, Michael M. Danziger, Michal Rosen-Tzvi, Jianying Hu, James Kozloski, Ching-Huei Tsou, Bharath Dandala, Pablo Meyer
2025 J jnl
Genetics-Driven Personalized Disease Progression Model.
CoRR
Haoyu Yang, Sanjoy Dey, Pablo Meyer
2024 J jnl
Multi-view biomedical foundation models for molecule-target and property prediction.
CoRR
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, Myson Burch, Bum Chul Kwon, Pablo Meyer, Feixiong Cheng, Jianying Hu, Joseph A. Morrone
2022 J jnl
Human-centered explainability for life sciences, healthcare, and medical informatics.
Patterns
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
2021 Misc conf
Impact of Clinical and Genomic Factors on COVID-19 Disease Severity.
AMIA
Sanjoy Dey, Aritra Bose, Subrata Saha, Prithwish Chakraborty, Mohamed F. Ghalwash, Filippo Utro, Aldo Guzmán-Sáenz, Kenney Ng, Jianying Hu, Laxmi Parida, Daby Sow
2020 Misc conf
Analyzing impact of genomic factors on HD progression through an integrated disease progress model.
AMIA
Sanjoy Dey, Zhaonan Sun, Amrita Mohan, Cristina Sampaio, Jianying Hu
2020 Misc conf
Finding Causal Mechanistic Drug-Drug Interactions from Observational Data.
AMIA
Sanjoy Dey, Ping Zhang, Mohamed F. Ghalwash, Chandramouli Maduri, Daby Sow, Zachary Shahn
2020 A* conf
Tutorial on Human-Centered Explainability for Healthcare.
KDD
Prithwish Chakraborty, Bum Chul Kwon, Sanjoy Dey, Amit Dhurandhar, Daniel M. Gruen, Kenney Ng, Daby Sow, Kush R. Varshney
2019 A* conf
PerDREP: Personalized Drug Effectiveness Prediction from Longitudinal Observational Data.
KDD
Sanjoy Dey, Ping Zhang, Daby Sow, Kenney Ng
2018 Misc conf
An Interpretable End-to-End Framework for Drug-Target Interaction Prediction Through Deep Neural Representation.
AMIA
Kyle Yingkai Gao, Achille Fokoue, Heng Luo, Sanjoy Dey, Arun Iyengar, Ping Zhang
2018 Misc conf
Estimating Causal Multi-Drug-Drug Interaction for Adverse Drug Reactions.
AMIA
Sanjoy Dey, Ping Zhang, Mohamed F. Ghalwash, Zach Shahn, Daby Sow
2018 Misc conf
Estimating Personalized Drug Effects with Longitudinal Observational Data.
AMIA
Sanjoy Dey, Ping Zhang, Kenney Ng
2018 A* conf
Interpretable Drug Target Prediction Using Deep Neural Representation.
IJCAI
Kyle Yingkai Gao, Achille Fokoue, Heng Luo, Arun Iyengar, Sanjoy Dey, Ping Zhang
2018 J jnl
Predicting adverse drug reactions through interpretable deep learning framework.
BMC Bioinform.
Sanjoy Dey, Heng Luo, Achille Fokoue, Jianying Hu, Ping Zhang
2017 — conf
Making Sense of Patient-Generated Health Data for Interpretable Patient-Centered Care: The Transition from "More" to "Better".
MedInfo
Pei-Yun Sabrina Hsueh, Sanjoy Dey, Subhro Das, Thomas Wetter
2016 — conf
A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications.
CRI
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
2016 Misc conf
Characterizing Physicians Practice Phenotype from Unstructured Electronic Health Records.
AMIA
Sanjoy Dey, Yajuan Wang, Roy J. Byrd, Kenney Ng, Steven R. Steinhubl, Christopher deFilippi, Walter F. Stewart
2016 J jnl
Clustering of elderly patient subgroups to identify medication-related readmission risks.
Int. J. Medical Informatics
Catherine H. Olson, Sanjoy Dey, Vipin Kumar, Karen A. Monsen, Bonnie L. Westra
2015 Misc conf
Clustering Health Data to Discover EBP Interventions for Sepsis Prevention and Treatment for Health Disparities.
AMIA
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
2015 Misc conf
Predicting the Factors of Improvement of Health Status of Home Health Care Patients: A Holistic Data Mining Approach.
AMIA
Sanjoy Dey, Katherine Hauwiller, Pranjul Yadav, Michael S. Steinbach, György J. Simon, Vipin Kumar, Connie White-Delaney, Bonnie L. Westra
2015 — ch.
Predictive Models for Integrating Clinical and Genomic Data.
Healthcare Data Analytics
Sanjoy Dey, Rohit Gupta, Michael S. Steinbach, Vipin Kumar
2014 Misc conf
Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities.
AMIA
Lisiane Pruinelli, Sanjoy Dey, György J. Simon, Pranjul Yadav, Andrew Hangsleben, Katherine Hauwiller, Vipin Kumar, Connie White-Delaney, Michael S. Steinbach, Bonnie L. Westra
2014 A conf
Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records.
SDM
Sanjoy Dey, György J. Simon, Bonnie L. Westra, Michael S. Steinbach, Vipin Kumar
2013 Misc conf
Data Mining to Predict Mobility Outcomes for Older Adults Receiving Home Health Care.
AMIA
Sanjoy Dey, Jeremy Weed, Joanna Fakhoury, Jacob Cooner, György J. Simon, Michael S. Steinbach, Bonnie L. Westra, Vipin Kumar
2012 — conf
A pattern mining based integrative framework for biomarker discovery.
BCB
Sanjoy Dey, Kelvin O. Lim, Gowtham Atluri, Angus W. MacDonald III, Michael S. Steinbach, Vipin Kumar
2012 — conf
Invited: Discovering combinatorial biomarkers.
ICCABS
Gowtham Atluri, Sanjoy Dey, Gang Fang, Sean Landman, Vanja Paunic, Wen Wang, Michael S. Steinbach, Vipin Kumar
2004 — conf
A Web-Based Examination System in the Context of Bangladesh.
AACC
Sanjoy Dey, Sharif Mahmud
2004 — conf
Evaluation of BER/PER Performance of a FLAMINGO Network.
AACC
Satya Prasad Majumder, Sanjoy Dey