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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 Hits 1 – 20 of 22 1 A Machine Learning Approach to Detect Suicidal Ideation in US Veterans Based on Acoustic and Linguistic Features of Speech ... Sourirajan, Vaibhav; Belouali, Anas; Dutton, Mary Ann; Reinhard, Matthew; Pathak, Jyotishman. - : arXiv, 2020 Abstract: Preventing Veteran suicide is a national priority. The US Department of Veterans Affairs (VA) collects, analyzes, and publishes data to inform suicide prevention strategies. Current approaches for detecting suicidal ideation mostly rely on patient self report which are inadequate and time consuming. In this research study, our goal was to automate suicidal ideation detection from acoustic and linguistic features of an individual's speech using machine learning (ML) algorithms. Using voice data collected from Veterans enrolled in a large interventional study on Gulf War Illness at the Washington DC VA Medical Center, we conducted an evaluation of the performance of different ML approaches in achieving our objective. By fitting both classical ML and deep learning models to the dataset, we identified the algorithms that were most effective for each feature set. Among classical machine learning algorithms, the Support Vector Machine (SVM) trained on acoustic features performed best in classifying suicidal ... Keyword: Audio and Speech Processing eess.AS; Computers and Society cs.CY; FOS Computer and information sciences; FOS Electrical engineering, electronic engineering, information engineering; Machine Learning cs.LG; Sound cs.SD URL: https://arxiv.org/abs/2009.09069 https://dx.doi.org/10.48550/arxiv.2009.09069 BASE Hide details 2 Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention Gaur, Manas; Alambo, Amanuel; Sain, Joy Prakash... In: Faculty Publications (2019) BASE Show details 3 Personalized Prediction of Suicide Risk for Web-based Intervention Alambo, Amanuel; Gaur, Manas; Kursuncu, Ugur... In: Krishnaprasad Thirunarayan (2019) BASE Show details 4 Personalized Prediction of Suicide Risk for Web-based Intervention Alambo, Amanuel; Gaur, Manas; Kursuncu, Ugur... In: Amit P. Sheth (2019) BASE Show details 5 Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention Gaur, Manas; Alambo, Amanuel; Sain, Joy Prakash... In: Amit P. Sheth (2019) BASE Show details 6 Personalized Prediction of Suicide Risk for Web-based Intervention Alambo, Amanuel; Gaur, Manas; Kursuncu, Ugur... In: Kno.e.sis Publications (2018) BASE Show details 7 Comparative Analysis of Online Health Queries Originating from Personal Computers and Smart Devices on a Consumer Health Information Portal Wu, Stephen; Pathak, Jyotishman; Jadhav, Ashutosh Sopan... In: Ashutosh Jadhav (2015) BASE Show details 8 An Analysis of Mayo Clinic Search Query Logs for Cardiovascular Diseases Jadhav, Ashutosh Sopan; Sheth, Amit P.; Pathak, Jyotishman In: Ashutosh Jadhav (2015) BASE Show details 9 Online Information Searching for Cardiovascular Diseases: An Analysis of Mayo Clinic Search Query Logs Jadhav, Ashutosh Sopan; Sheth, Amit P.; Pathak, Jyotishman In: Ashutosh Jadhav (2015) BASE Show details 10 Analysis of Online Information Searching for Cardiovascular Diseases on a Consumer Health Information Portal Jadhav, Ashutosh; Sheth, Amit; Pathak, Jyotishman. - : American Medical Informatics Association, 2014 BASE Show details 11 Online Information Searching for Cardiovascular Diseases: An Analysis of Mayo Clinic Search Query Logs Jadhav, Ashutosh Sopan; Sheth, Amit P.; Pathak, Jyotishman In: Publications (2014) BASE Show details 12 An Analysis of Mayo Clinic Search Query Logs for Cardiovascular Diseases Jadhav, Ashutosh Sopan; Sheth, Amit P.; Pathak, Jyotishman In: Publications (2014) BASE Show details 13 Comparative Analysis of Online Health Queries Originating from Personal Computers and Smart Devices on a Consumer Health Information Portal Nelsen, Laurie; Wu, Stephen; Kumbamu, Ashok... In: Publications (2014) BASE Show details 14 Online Information Searching for Cardiovascular Diseases: An Analysis of Mayo Clinic Search Query Logs Jadhav, Ashutosh Sopan; Sheth, Amit P.; Pathak, Jyotishman In: Kno.e.sis Publications (2014) BASE Show details 15 Comparative Analysis of Online Health Queries Originating from Personal Computers and Smart Devices on a Consumer Health Information Portal Andrews, Donna; Jadhav, Ashutosh Sopan; Pathak, Jyotishman... In: Amit P. Sheth (2014) BASE Show details 16 Comparative Analysis of Online Health Queries Originating from Personal Computers and Smart Devices on a Consumer Health Information Portal Nelsen, Laurie; Kumbamu, Ashok; Ryu, Euijung... In: Kno.e.sis Publications (2014) BASE Show details 17 An Analysis of Mayo Clinic Search Query Logs for Cardiovascular Diseases Jadhav, Ashutosh Sopan; Sheth, Amit P.; Pathak, Jyotishman In: Kno.e.sis Publications (2014) BASE Show details 18 An Analysis of Mayo Clinic Search Query Logs for Cardiovascular Diseases Jadhav, Ashutosh Sopan; Sheth, Amit P.; Pathak, Jyotishman In: Amit P. Sheth (2014) BASE Show details 19 Online Information Searching for Cardiovascular Diseases: An Analysis of Mayo Clinic Search Query Logs Jadhav, Ashutosh Sopan; Sheth, Amit P.; Pathak, Jyotishman In: Amit P. Sheth (2014) BASE Show details 20 Terminology Representation Guidelines for Biomedical Ontologies in the Semantic Web Notations Tao, Cui; Pathak, Jyotishman; Solbrig, Harold R.. - 2012 BASE Show details Page: 1 2

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