Sanjoy Dey  Sanjoy Dey photo         

contact information

Postdoctoral Researcher
Thomas J. Watson Research Center, Yorktown Heights, NY USA
  +1dash9149451449

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2018

Identifying Chemical Substructures Associated with Adverse Drug Reactions using Deep Learning Framework
Sanjoy Dey, Heng Luo, Achille Fokoue, Jianying Hu, Ping Zhang
International Conference on Intelligent Biology and Medicine 2018

Interpretable drug target prediction using deep neural representation
Yingkai Gao, Achille Fokoue, Heng Luo, Arun Iyengar, Sanjoy Dey, Ping Zhang
Proceedings of IJCAI-ECAI-2018


2017

Making Sense of Patient-Generated Health Data for Interpretable Patient-Centered Care: The Transition from" More" to" Better".
PS Hsueh, S Dey, S Das, T Wetter
Studies in health technology and informatics245, 113--117, 2017

Added Value from Secondary Use of Person Generated Health Data in Consumer Health Informatics
P-Y Hsueh, Y-K Cheung, S Dey, KK Kim, FJ Martin-Sanchez, SK Petersen, T Wetter
Yearbook of medical informatics 26(01), 160--171, Georg Thieme Verlag KG, 2017

Specificity of the Framingham Heart Failure Signs and Symptoms: Bridging the Gap Between Epidemiological Research and Clinical Practice
Law, Heather and Dey, Sanjoy and Stewart, Walter
Journal of Patient-Centered Research and Reviews 4(3), 162, Aurora Health Care, Inc., 2017
Abstract


2016

Characterizing Physicians Practice Phenotype from Unstructured Electronic Health Records
Sanjoy Dey, Yajuan Wang, Roy J Byrd, Kenney Ng, Steven R Steinhubl, others
AMIA Annual Symposium Proceedings, pp. 514, 2016
Abstract

Data-Driven Modeling of Electronic Health Record Data to Predict Prediagnostic Heart Failure in Primary Care
Ng, Kenney and Stewart, Walter F and deFilippi, Christopher and Dey, Sanjoy and Byrd, Roy J and Steinhubl, Steven R and Daar, Zahra and Law, Heather and Pressmnan, Alice R and Hu, Jianying
Journal of Patient-Centered Research and Reviews 3(3), 200, Aurora Health Care, Inc., 2016
Abstract

A data mining approach to determine sepsis guideline impact on inpatient mortality and complications
Pruinelli, Lisiane and Yadav, Pranjul and Hangsleben, Andrew and Johnson, Jakob and Dey, Sanjoy and McCarty, Maribet and Kumar, Vipin and Delaney, Connie W and Steinbach, Michael and Westra, Bonnie L and others
AMIA Summits on Translational Science Proceedings2016, 194, American Medical Informatics Association
Abstract

Early Detection of Heart Failure Using Electronic Health Records
Ng, Kenney and Steinhubl, Steven R and Dey, Sanjoy and Stewart, Walter F and others
Circulation: Cardiovascular Quality and Outcomes 9(6), 649--658, Am Heart Assoc, 2016
Abstract

Proteome profiling in lung injury after hematopoietic stem cell transplantation
Bhargava, Maneesh and Viken, Kevin J and Dey, Sanjoy and Steinbach, Michael S and Wu, Baolin and Jagtap, Pratik D and Higgins, LeeAnn and Panoskaltsis-Mortari, Angela and Weisdorf, Daniel J and Kumar, Vipin and others
Biology of Blood and Marrow Transplantation 22(8), 1383--1390, Elsevier, 2016
Abstract

Clustering of elderly patient subgroups to identify medication-related readmission risks
Olson, Catherine H and Dey, Sanjoy and Kumar, Vipin and Monsen, Karen A and Westra, Bonnie L
International journal of medical informatics 85(1), 43--52, Elsevier, 2016


2015

Physician Documentation Behaviors in Electronic Health Records as a Potential Source of Noise for Early Detection of Heart Failure
Wang, Yajuan and Ng, Kenney and Hu, Jianying and Byrd, Roy J and Steinhubl, Steven R and Stewart, Walter F and others
Circulation 132(Suppl 3), A16364--A16364, Am Heart Assoc, 2015

Modelling trajectories for diabetes complications
Yadav, Pranjul and Pruinelli, Lisiane and Hangsleben, Andrew and Dey, Sanjoy and Hauwiller, Katherine and Westra, Bonnie L and Delaney, Connie W and Kumar, Vipin and Steinbach, Michael and Simon, Gyorgy J
Proceedings of the 4th Workshop on Data Mining for Medicine and Healthcare. 2015 SIAM International Conference on Data Mining
Abstract

Mining Patterns Associated With Mobility Outcomes in Home Healthcare
Dey, Sanjoy and Cooner, Jacob and Delaney, Connie W and Fakhoury, Joanna and Kumar, Vipin and Simon, Gyorgy and Steinbach, Michael and Weed, Jeremy and Westra, Bonnie L
Nursing research 64(4), 235--245, LWW, 2015

Predictive Models for Integrating Clinical and Genomic Data
Dey, Sanjoy and Gupta, Rohit and Steinbach, Michael and Kumar, Vipin
Healthcare Data Analytics36, 433, CRC Press, 2015


2014

Proteomic profiles in acute respiratory distress syndrome differentiates survivors from non-survivors
Bhargava, Maneesh and Becker, Trisha L and Viken, Kevin J and Jagtap, Pratik D and Dey, Sanjoy and Steinbach, Michael S and Wu, Baolin and Kumar, Vipin and Bitterman, Peter B and Ingbar, David H and others
PloS one 9(10), e109713, Public Library of Science, 2014
Abstract

Generation of a Predictive Score for Ixazomib Response in Multiple Myeloma
Mitra, Amit Kumar and Dey, Sanjoy and Hangsleben, Andrew and Steinbach, Michael and Kumar, Vipin and Van Ness, Brian
Blood 124(21), 5695--5695, Am Soc Hematology, 2014

Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records.
Dey, Sanjoy and Simon, Gy{"o}rgy J and Westra, Bonnie L and Steinbach, Michael and Kumar, Vipin
SDM, pp. 1055--1063, 2014


2013

Protein expression profile of rat type two alveolar epithelial cells during hyperoxic stress and recovery
Bhargava, Maneesh and Dey, Sanjoy and Becker, Trisha and Steinbach, Michael and Wu, Baolin and Lee, Sang Mee and Higgins, LeeAnn and Kumar, Vipin and Bitterman, Peter B and Ingbar, David H and others
American Journal of Physiology-Lung Cellular and Molecular Physiology 305(9), L604--L614, American Physiological Society Bethesda, MD, 2013
Abstract

Integration of clinical and genomic data: a methodological survey
Dey, Sanjoy and Gupta, Rohit and Steinbach, Michael and Kumar, Vipin
Technical Report, Technical Report, Department of Computer Science and Engineering University of Minnesota, 2013


2012

A pattern mining based integrative framework for biomarker discovery
Dey, Sanjoy and Lim, Kelvin and Atluri, Gowtham and MacDonald III, Angus and Steinbach, Michael and Kumar, Vipin
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine, pp. 498--505, 2012

Co-clustering phenome--genome for phenotype classification and disease gene discovery
Hwang, TaeHyun and Atluri, Gowtham and Xie, MaoQiang and Dey, Sanjoy and Hong, Changjin and Kumar, Vipin and Kuang, Rui
Nucleic acids research 40(19), e146--e146, Oxford Univ Press, 2012


2011

Interpretable predictive models for knowledge discovery from home-care electronic health records
Westra, Bonnie and Dey, Sanjoy and Fang, Gang and Steinbach, Michael and Kumar, Vipin and Oancea, Cristina and Savik, Kay and Dierich, Mary
Journal of Healthcare Engineering 2(1), 55--74, Hindawi Publishing Corporation, 2011