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Sanjoy Dey
Publication Activity (10 Years)
Years Active: 2004-2022
Publications (10 Years): 15
Top Topics
Causal Discovery
Data Mining
Adverse Drug Reaction
Diabetic Patients
Top Venues
AMIA
KDD
SDM
MedInfo
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Publications
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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)