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BibTeX records: Sanjoy Dey
@article{DBLP:journals/patterns/DeyCKDGSNSVM22, author = {Sanjoy Dey and Prithwish Chakraborty and Bum Chul Kwon and Amit Dhurandhar and Mohamed F. Ghalwash and Fernando J. Suarez Saiz and Kenney Ng and Daby Sow and Kush R. Varshney and Pablo Meyer}, title = {Human-centered explainability for life sciences, healthcare, and medical informatics}, journal = {Patterns}, volume = {3}, number = {5}, pages = {100493}, year = {2022}, url = {https://doi.org/10.1016/j.patter.2022.100493}, doi = {10.1016/J.PATTER.2022.100493}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/patterns/DeyCKDGSNSVM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/DeyBSCGUGNHPS21, author = {Sanjoy Dey and Aritra Bose and Subrata Saha and Prithwish Chakraborty and Mohamed F. Ghalwash and Filippo Utro and Aldo Guzm{\'{a}}n{-}S{\'{a}}enz and Kenney Ng and Jianying Hu and Laxmi Parida and Daby Sow}, title = {Impact of Clinical and Genomic Factors on {COVID-19} Disease Severity}, booktitle = {{AMIA} 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021 - November 3, 2021}, publisher = {{AMIA}}, year = {2021}, url = {https://knowledge.amia.org/74229-amia-1.4622266/t003-1.4626466/t003-1.4626467/3577567-1.4626750/3577607-1.4626747}, timestamp = {Fri, 03 Feb 2023 12:04:40 +0100}, biburl = {https://dblp.org/rec/conf/amia/DeyBSCGUGNHPS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/Dey0GMSS20, author = {Sanjoy Dey and Ping Zhang and Mohamed F. Ghalwash and Chandramouli Maduri and Daby Sow and Zachary Shahn}, title = {Finding Causal Mechanistic Drug-Drug Interactions from Observational Data}, booktitle = {{AMIA} 2020, American Medical Informatics Association Annual Symposium, Virtual Event, USA, November 14-18, 2020}, publisher = {{AMIA}}, year = {2020}, url = {https://knowledge.amia.org/72332-amia-1.4602255/t003-1.4606204/t003-1.4606205/3412457-1.4606545/3417277-1.4606542}, timestamp = {Wed, 04 Aug 2021 11:13:03 +0200}, biburl = {https://dblp.org/rec/conf/amia/Dey0GMSS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/DeySMSH20, author = {Sanjoy Dey and Zhaonan Sun and Amrita Mohan and Cristina Sampaio and Jianying Hu}, title = {Analyzing impact of genomic factors on {HD} progression through an integrated disease progress model}, booktitle = {{AMIA} 2020, American Medical Informatics Association Annual Symposium, Virtual Event, USA, November 14-18, 2020}, publisher = {{AMIA}}, year = {2020}, url = {https://knowledge.amia.org/72332-amia-1.4602255/t004-1.4605866/t004-1.4605867/3413400-1.4606141/3417134-1.4606138}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/amia/DeySMSH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/ChakrabortyKDDG20, author = {Prithwish Chakraborty and Bum Chul Kwon and Sanjoy Dey and Amit Dhurandhar and Daniel M. Gruen and Kenney Ng and Daby Sow and Kush R. Varshney}, editor = {Rajesh Gupta and Yan Liu and Jiliang Tang and B. Aditya Prakash}, title = {Tutorial on Human-Centered Explainability for Healthcare}, booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}, pages = {3547--3548}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3394486.3406470}, doi = {10.1145/3394486.3406470}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/ChakrabortyKDDG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/DeyZSN19, author = {Sanjoy Dey and Ping Zhang and Daby Sow and Kenney Ng}, editor = {Ankur Teredesai and Vipin Kumar and Ying Li and R{\'{o}}mer Rosales and Evimaria Terzi and George Karypis}, title = {PerDREP: Personalized Drug Effectiveness Prediction from Longitudinal Observational Data}, booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK, USA, August 4-8, 2019}, pages = {1258--1268}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3292500.3330928}, doi = {10.1145/3292500.3330928}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/DeyZSN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/DeyLFHZ18, author = {Sanjoy Dey and Heng Luo and Achille Fokoue and Jianying Hu and Ping Zhang}, title = {Predicting adverse drug reactions through interpretable deep learning framework}, journal = {{BMC} Bioinform.}, volume = {19-S}, number = {21}, pages = {476:1--476:13}, year = {2018}, url = {https://doi.org/10.1186/s12859-018-2544-0}, doi = {10.1186/S12859-018-2544-0}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcbi/DeyLFHZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/Dey0GSS18, author = {Sanjoy Dey and Ping Zhang and Mohamed F. Ghalwash and Zach Shahn and Daby Sow}, title = {Estimating Causal Multi-Drug-Drug Interaction for Adverse Drug Reactions}, booktitle = {{AMIA} 2018, American Medical Informatics Association Annual Symposium, San Francisco, CA, November 3-7, 2018}, publisher = {{AMIA}}, year = {2018}, url = {https://knowledge.amia.org/67852-amia-1.4259402/t007-1.4262189/t007-1.4262190/2970128-1.4263028/2976988-1.4263025}, timestamp = {Wed, 04 Aug 2021 11:13:05 +0200}, biburl = {https://dblp.org/rec/conf/amia/Dey0GSS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/DeyZN18, author = {Sanjoy Dey and Ping Zhang and Kenney Ng}, title = {Estimating Personalized Drug Effects with Longitudinal Observational Data}, booktitle = {{AMIA} 2018, American Medical Informatics Association Annual Symposium, San Francisco, CA, November 3-7, 2018}, publisher = {{AMIA}}, year = {2018}, url = {https://knowledge.amia.org/67852-amia-1.4259402/t006-1.4263223/t006-1.4263224/2968444-1.4263531/2976987-1.4263528}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/amia/DeyZN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/GaoFLDI018, author = {Kyle Yingkai Gao and Achille Fokoue and Heng Luo and Sanjoy Dey and Arun Iyengar and Ping Zhang}, title = {An Interpretable End-to-End Framework for Drug-Target Interaction Prediction Through Deep Neural Representation}, booktitle = {{AMIA} 2018, American Medical Informatics Association Annual Symposium, San Francisco, CA, November 3-7, 2018}, publisher = {{AMIA}}, year = {2018}, url = {https://knowledge.amia.org/67852-amia-1.4259402/t007-1.4262189/t007-1.4262190/2971599-1.4262956/2976830-1.4262953}, timestamp = {Wed, 04 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/amia/GaoFLDI018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/GaoFLIDZ18, author = {Kyle Yingkai Gao and Achille Fokoue and Heng Luo and Arun Iyengar and Sanjoy Dey and Ping Zhang}, editor = {J{\'{e}}r{\^{o}}me Lang}, title = {Interpretable Drug Target Prediction Using Deep Neural Representation}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm, Sweden}, pages = {3371--3377}, publisher = {ijcai.org}, year = {2018}, url = {https://doi.org/10.24963/ijcai.2018/468}, doi = {10.24963/IJCAI.2018/468}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/GaoFLIDZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/medinfo/HsuehDDW17, author = {Pei{-}Yun Sabrina Hsueh and Sanjoy Dey and Subhro Das and Thomas Wetter}, editor = {Adi V. Gundlapalli and Marie{-}Christine Jaulent and Dongsheng Zhao}, title = {Making Sense of Patient-Generated Health Data for Interpretable Patient-Centered Care: The Transition from "More" to "Better"}, booktitle = {{MEDINFO} 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics, Hangzhou, China, 21-25 August 2017}, series = {Studies in Health Technology and Informatics}, volume = {245}, pages = {113--117}, publisher = {{IOS} Press}, year = {2017}, url = {https://doi.org/10.3233/978-1-61499-830-3-113}, doi = {10.3233/978-1-61499-830-3-113}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/medinfo/HsuehDDW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijmi/OlsonDKMW16, author = {Catherine H. Olson and Sanjoy Dey and Vipin Kumar and Karen A. Monsen and Bonnie L. Westra}, title = {Clustering of elderly patient subgroups to identify medication-related readmission risks}, journal = {Int. J. Medical Informatics}, volume = {85}, number = {1}, pages = {43--52}, year = {2016}, url = {https://doi.org/10.1016/j.ijmedinf.2015.10.004}, doi = {10.1016/J.IJMEDINF.2015.10.004}, timestamp = {Wed, 10 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijmi/OlsonDKMW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/DeyWBNSdS16, author = {Sanjoy Dey and Yajuan Wang and Roy J. Byrd and Kenney Ng and Steven R. Steinhubl and Christopher deFilippi and Walter F. Stewart}, title = {Characterizing Physicians Practice Phenotype from Unstructured Electronic Health Records}, booktitle = {{AMIA} 2016, American Medical Informatics Association Annual Symposium, Chicago, IL, USA, November 12-16, 2016}, publisher = {{AMIA}}, year = {2016}, url = {https://knowledge.amia.org/amia-63300-1.3360278/t004-1.3364525/f004-1.3364526/2500890-1.3364910/2500061-1.3364905}, timestamp = {Wed, 04 Aug 2021 11:13:11 +0200}, biburl = {https://dblp.org/rec/conf/amia/DeyWBNSdS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cri/PruinelliYHJDMK16, author = {Lisiane Pruinelli and Pranjul Yadav and Andrew Hangsleben and Jakob Johnson and Sanjoy Dey and Maribet C. McCarty and Vipin Kumar and Connie White{-}Delaney and Michael S. Steinbach and Bonnie L. Westra and Gy{\"{o}}rgy J. Simon}, title = {A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications}, booktitle = {Summit on Clinical Research Informatics, {CRI} 2016, San Francisco, CA, USA, March 21-24, 2016}, publisher = {{AMIA}}, year = {2016}, url = {http://knowledge.amia.org/amia-59309-cri2016-1.3011827/t003-1.3012832/f003-1.3012833/a038-1.3012880/a040-1.3012875}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cri/PruinelliYHJDMK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/DeyHYSSKWW15, author = {Sanjoy Dey and Katherine Hauwiller and Pranjul Yadav and Michael S. Steinbach and Gy{\"{o}}rgy J. Simon and Vipin Kumar and Connie White{-}Delaney and Bonnie L. Westra}, title = {Predicting the Factors of Improvement of Health Status of Home Health Care Patients: {A} Holistic Data Mining Approach}, booktitle = {{AMIA} 2015, American Medical Informatics Association Annual Symposium, San Francisco, CA, USA, November 14-18, 2015}, publisher = {{AMIA}}, year = {2015}, url = {https://knowledge.amia.org/59310-amia-1.2741865/t005-1.2744350/f005-1.2744351/2247302-1.2745277/2249270-1.2745274}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/amia/DeyHYSSKWW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/PruinelliYHSDSM15, author = {Lisiane Pruinelli and Pranjul Yadav and Andrew Hangsleben and Kevin Schiroo and Sanjoy Dey and Gy{\"{o}}rgy J. Simon and Maribet C. McCarty and Vipin Kumar and Connie White{-}Delaney and Michael S. Steinbach and Bonnie L. Westra}, title = {Clustering Health Data to Discover {EBP} Interventions for Sepsis Prevention and Treatment for Health Disparities}, booktitle = {{AMIA} 2015, American Medical Informatics Association Annual Symposium, San Francisco, CA, USA, November 14-18, 2015}, publisher = {{AMIA}}, year = {2015}, url = {https://knowledge.amia.org/59310-amia-1.2741865/t005-1.2744350/f005-1.2744351/2248988-1.2744719/2247927-1.2744715}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/amia/PruinelliYHSDSM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/crc/p/DeyGSK15, author = {Sanjoy Dey and Rohit Gupta and Michael S. Steinbach and Vipin Kumar}, editor = {Chandan K. Reddy and Charu C. Aggarwal}, title = {Predictive Models for Integrating Clinical and Genomic Data}, booktitle = {Healthcare Data Analytics}, pages = {433--465}, publisher = {Chapman and Hall/CRC}, year = {2015}, url = {http://www.crcnetbase.com/doi/abs/10.1201/b18588-16}, doi = {10.1201/B18588-16}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/books/crc/p/DeyGSK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/PruinelliDSYHHK14, author = {Lisiane Pruinelli and Sanjoy Dey and Gy{\"{o}}rgy J. Simon and Pranjul Yadav and Andrew Hangsleben and Katherine Hauwiller and Vipin Kumar and Connie White{-}Delaney and Michael S. Steinbach and Bonnie L. Westra}, title = {Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities}, booktitle = {{AMIA} 2014, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 15-19, 2014}, publisher = {{AMIA}}, year = {2014}, url = {https://knowledge.amia.org/56638-amia-1.1540970/t-005-1.1543914/f-005-1.1543915/a-481-1.1544228/a-482-1.1544225}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/amia/PruinelliDSYHHK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DeySWSK14, author = {Sanjoy Dey and Gy{\"{o}}rgy J. Simon and Bonnie L. Westra and Michael S. Steinbach and Vipin Kumar}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {1055--1063}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.120}, doi = {10.1137/1.9781611973440.120}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/DeySWSK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/DeyWFCSSWK13, author = {Sanjoy Dey and Jeremy Weed and Joanna Fakhoury and Jacob Cooner and Gy{\"{o}}rgy J. Simon and Michael S. Steinbach and Bonnie L. Westra and Vipin Kumar}, title = {Data Mining to Predict Mobility Outcomes for Older Adults Receiving Home Health Care}, booktitle = {{AMIA} 2013, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 16-20, 2013}, publisher = {{AMIA}}, year = {2013}, url = {https://knowledge.amia.org/amia-55142-a2013e-1.580047/t-03-1.584514/f-003-1.584515/a-093-1.584650/a-109-1.584647}, timestamp = {Mon, 08 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/amia/DeyWFCSSWK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bcb/DeyLAMSK12, author = {Sanjoy Dey and Kelvin O. Lim and Gowtham Atluri and Angus W. MacDonald III and Michael S. Steinbach and Vipin Kumar}, editor = {Sanjay Ranka and Tamer Kahveci and Mona Singh}, title = {A pattern mining based integrative framework for biomarker discovery}, booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology and Biomedicine, BCB' 12, Orlando, FL, {USA} - October 08 - 10, 2012}, pages = {498--505}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2382936.2383000}, doi = {10.1145/2382936.2383000}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bcb/DeyLAMSK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccabs/AtluriDFLPWSK12, author = {Gowtham Atluri and Sanjoy Dey and Gang Fang and Sean Landman and Vanja Paunic and Wen Wang and Michael S. Steinbach and Vipin Kumar}, editor = {Sorin Istrail and Ion I. Mandoiu and Mihai Pop and Sanguthevar Rajasekaran and John L. Spouge}, title = {Invited: Discovering combinatorial biomarkers}, booktitle = {{IEEE} 2nd International Conference on Computational Advances in Bio and Medical Sciences, {ICCABS} 2012, Las Vegas, NV, USA, February 23-25, 2012}, pages = {1--2}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/ICCABS.2012.6182625}, doi = {10.1109/ICCABS.2012.6182625}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccabs/AtluriDFLPWSK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aacc/MajumderD04, author = {Satya Prasad Majumder and Sanjoy Dey}, editor = {Suresh Manandhar and Jim Austin and Uday B. Desai and Yoshio Oyanagi and Asoke K. Talukder}, title = {Evaluation of {BER/PER} Performance of a {FLAMINGO} Network}, booktitle = {Applied Computing, Second Asian Applied Computing Conference, {AACC} 2004, Kathmandu, Nepal, October 29-31, 2004. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3285}, pages = {191--197}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30176-9\_25}, doi = {10.1007/978-3-540-30176-9\_25}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/aacc/MajumderD04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aacc/DeyM04, author = {Sanjoy Dey and Sharif Mahmud}, editor = {Suresh Manandhar and Jim Austin and Uday B. Desai and Yoshio Oyanagi and Asoke K. Talukder}, title = {A Web-Based Examination System in the Context of Bangladesh}, booktitle = {Applied Computing, Second Asian Applied Computing Conference, {AACC} 2004, Kathmandu, Nepal, October 29-31, 2004. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3285}, pages = {296--301}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-30176-9\_38}, doi = {10.1007/978-3-540-30176-9\_38}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aacc/DeyM04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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