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Amanuel Alambo

Wright State University

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

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* 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

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* 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

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* Accepted to ICPR 2022 
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Clustering of Pain Dynamics in Sickle Cell Disease from Sparse, Uneven Samples



Gary K. Nave Jr. , Swati Padhee , Amanuel Alambo , Tanvi Banerjee , Nirmish Shah , Daniel M. Abrams

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* 7 pages, 5 figures 
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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

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* 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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Pain Intensity Assessment in Sickle Cell Disease patients using Vital Signs during Hospital Visits



Swati Padhee , Amanuel Alambo , Tanvi Banerjee , Arvind Subramaniam , Daniel M. Abrams , Gary K. Nave Jr. , Nirmish Shah

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* Accepted for presentation at the FIRST WORKSHOP ON COMPUTATIONAL & AFFECTIVE INTELLIGENCE IN HEALTHCARE APPLICATIONS (VULNERABLE POPULATIONS) In Conjunction with the International Conference on Pattern Recognition (ICPR) 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

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

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* 6 pages, 6 Figures, 8 Tables. Accepted at IEEE Big Data 2020 (https://bigdataieee.org/BigData2020/AcceptedPapers.html) 
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Measuring Pain in Sickle Cell Disease using Clinical Text



Amanuel Alambo , Ryan Andrew , Sid Gollarahalli , Jacqueline Vaughn , Tanvi Banerjee , Krishnaprasad Thirunarayan , Daniel Abrams , Nirmish Shah

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* The 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society 
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Modeling Islamist Extremist Communications on Social Media using Contextual Dimensions: Religion, Ideology, and Hate



Ugur Kursuncu , Manas Gaur , Carlos Castillo , Amanuel Alambo , K. Thirunarayan , Valerie Shalin , Dilshod Achilov , I. Budak Arpinar , Amit Sheth

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* 22 pages 
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