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Krishnaprasad Thirunarayan

Leveraging Natural Learning Processing to Uncover Themes in Clinical Notes of Patients Admitted for Heart Failure



Ankita Agarwal , Krishnaprasad Thirunarayan , William L. Romine , Amanuel Alambo , Mia Cajita , Tanvi Banerjee

* 4 pages, 2 tables, accepted in IEEE EMBC 2022 conference (IEEE International Engineering in Medicine and Biology Conference) 

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Improving the Factual Accuracy of Abstractive Clinical Text Summarization using Multi-Objective Optimization



Amanuel Alambo , Tanvi Banerjee , Krishnaprasad Thirunarayan , Mia Cajita

* Accepted to EMBC 2022 

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Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature



Amanuel Alambo , Tanvi Banerjee , Krishnaprasad Thirunarayan , Michael Raymer

* Accepted to ICPR 2022 

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The Duality of Data and Knowledge Across the Three Waves of AI



Amit Sheth , Krishnaprasad Thirunarayan

* IT Professional, 23 (3), April-May 2021 
* A version of this will appear as (cite as): IT Professional Magazine (special section to commemorate the 75th Anniversary of IEEE Computer Society), 23 (3) April-May 2021 

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Characterization of Time-variant and Time-invariant Assessment of Suicidality on Reddit using C-SSRS



Manas Gaur , Vamsi Aribandi , Amanuel Alambo , Ugur Kursuncu , Krishnaprasad Thirunarayan , Jonanthan Beich , Jyotishman Pathak , Amit Sheth

* 24 Pages, 8 Tables, 6 Figures; Accepted by PLoS One ; One of the two mentioned Datasets in the manuscript has Closed Access. We will make it public after PLoS One produces the manuscript 

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The Inescapable Duality of Data and Knowledge



Amit Sheth , Krishnaprasad Thirunarayan

* A version of this will appear as (cite as): IT Professional Magazine (special section to commemorate the 75th Anniversary of IEEE Computer Society), April-May 2021 

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COVID-19 and Mental Health/Substance Use Disorders on Reddit: A Longitudinal Study



Amanuel Alambo , Swati Padhee , Tanvi Banerjee , Krishnaprasad Thirunarayan

* First workshop on computational & affective intelligence in healthcare applications in conjunction with ICPR 2021 

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Predicting Early Indicators of Cognitive Decline from Verbal Utterances



Swati Padhee , Anurag Illendula , Megan Sadler , Valerie L. Shalin , Tanvi Banerjee , Krishnaprasad Thirunarayan , William L. Romine

* Camera-ready paper accepted for publication at IEEE BIBM 2020 

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Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework



Shweta Yadav , Jainish Chauhan , Joy Prakash Sain , Krishnaprasad Thirunarayan , Amit Sheth , Jeremiah Schumm

* Accepted for publication in COLING 2020 

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Topic-Centric Unsupervised Multi-Document Summarization of Scientific and News Articles



Amanuel Alambo , Cori Lohstroh , Erik Madaus , Swati Padhee , Brandy Foster , Tanvi Banerjee , Krishnaprasad Thirunarayan , Michael Raymer

* 6 pages, 6 Figures, 8 Tables. Accepted at IEEE Big Data 2020 (https://bigdataieee.org/BigData2020/AcceptedPapers.html

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