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Web-based Intervention
Amanuel Alambo, Manas Gaur, Usha Lokala, Ugur Kursuncu, Thirunarayam K, Amelie Gyrard, Randall Hand, Jyotishman Pathak, Amit Sheth. Question Answering for Suicide Risk Assessment using Reddit. In 13th IEEE International Conference on Semantic Computing. Newport Beach, California: IEEE; 2019.  (553.39 KB)
UMLS MetaMap
Ashutosh Jadhav, Stephen Wu, Amit Sheth, Jyotishman Pathak. Online Information Seeking for Cardiovascular Diseases: A Case Study from Mayo Clinic. In 25th European Medical Informatics Conference (MIE 2014). Istanbul, Turkey; 2014.  (297.46 KB)
Ashutosh Jadhav, Stephen Wu, Amit Sheth, Jyotishman Pathak. What Information about Cardiovascular Diseases do People Search Online?. In 25th European Medical Informatics Conference (MIE 2014). Istanbul, Turkey; 2014.  (121.33 KB)
The Diagnostic and Statistical Manual of Mental Disorders – Fifth Edition (DSM-5)
Amanuel Alambo, Manas Gaur, Usha Lokala, Ugur Kursuncu, Thirunarayam K, Amelie Gyrard, Randall Hand, Jyotishman Pathak, Amit Sheth. Question Answering for Suicide Risk Assessment using Reddit. In 13th IEEE International Conference on Semantic Computing. Newport Beach, California: IEEE; 2019.  (553.39 KB)
Surveillance and Behavior Monitoring; Reddit; Mental Health; Suicide Risk Assessment; C-SSRS; Medical Knowledge Bases; Perceived Risk Measure; Semantic Social Computing
Manas Gaur, Amanuel Alambo, Sain JP, Ugur Kursuncu, Thirunarayam K, Ramakanth Kavuluru, Amit Sheth, Welton RS, Jyotishman Pathak. Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention. In The Web Conference 2019. San Francisco, CA, USA: Association for Computing Machinery; 2019.  (1.45 MB)
Suicide Risk Assessment
Amanuel Alambo, Manas Gaur, Usha Lokala, Ugur Kursuncu, Thirunarayam K, Amelie Gyrard, Randall Hand, Jyotishman Pathak, Amit Sheth. Question Answering for Suicide Risk Assessment using Reddit. In 13th IEEE International Conference on Semantic Computing. Newport Beach, California: IEEE; 2019.  (553.39 KB)
Social Media
Amir Hossein Yazdavar, Hussein S. Al-Olimat, Monireh Ebrahimi, Goonmeet Bajaj, Tanvi Banerjee, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit Sheth. Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media. In Advances in Social Networks Analysis and Mining (ASONAM). Sydney, Australia: Advances in Social Networks Analysis and Mining (ASONAM), 2017 IEEE/ACM International Conferance on; 2017.  (438.42 KB)
Semi-supervised Machine Learning
Amir Hossein Yazdavar, Hussein S. Al-Olimat, Monireh Ebrahimi, Goonmeet Bajaj, Tanvi Banerjee, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit Sheth. Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media. In Advances in Social Networks Analysis and Mining (ASONAM). Sydney, Australia: Advances in Social Networks Analysis and Mining (ASONAM), 2017 IEEE/ACM International Conferance on; 2017.  (438.42 KB)
Semantic Social Computing
Amanuel Alambo, Manas Gaur, Usha Lokala, Ugur Kursuncu, Thirunarayam K, Amelie Gyrard, Randall Hand, Jyotishman Pathak, Amit Sheth. Question Answering for Suicide Risk Assessment using Reddit. In 13th IEEE International Conference on Semantic Computing. Newport Beach, California: IEEE; 2019.  (553.39 KB)
Semantic Machine Learning
Amanuel Alambo, Manas Gaur, Usha Lokala, Ugur Kursuncu, Thirunarayam K, Amelie Gyrard, Randall Hand, Jyotishman Pathak, Amit Sheth. Question Answering for Suicide Risk Assessment using Reddit. In 13th IEEE International Conference on Semantic Computing. Newport Beach, California: IEEE; 2019.  (553.39 KB)
Search Log analysis
Ashutosh Jadhav, Stephen Wu, Amit Sheth, Jyotishman Pathak. What Information about Cardiovascular Diseases do People Search Online?. In 25th European Medical Informatics Conference (MIE 2014). Istanbul, Turkey; 2014.  (121.33 KB)
Ashutosh Jadhav, Stephen Wu, Amit Sheth, Jyotishman Pathak. Online Information Seeking for Cardiovascular Diseases: A Case Study from Mayo Clinic. In 25th European Medical Informatics Conference (MIE 2014). Istanbul, Turkey; 2014.  (297.46 KB)
search intent mining
Ashutosh Jadhav, Amit Sheth, Jyotishman Pathak. Analysis of Online Information Searching for Cardiovascular Diseases on a Consumer Health Information Portal. AMIA Annual Symposium 2014. Washington, D.C.: American Medical Informatics Association; 2014. p. 739-748.  (373.5 KB)
Reddit; Mental Health; DSM-5; Semantic Encoding and Decoding; Medical Knowledge bases; Drug Abuse Ontology; Semantic Social Computing
Manas Gaur, Ugur Kursuncu, Amanuel Alambo, Amit Sheth, Raminta Daniulaityte, Krishnaprasad Thirunarayan, Jyotishman Pathak. "Let Me Tell You About Your Mental Health!" Contextualized Classification of Reddit Posts to DSM-5 for Web-based Intervention. In The 27th ACM International Conference on Information and Knowledge Management (CIKM’18). Torino, Italy: Association for Computing Machinery; 2018.  (335.44 KB)
Reddit
Amanuel Alambo, Manas Gaur, Usha Lokala, Ugur Kursuncu, Thirunarayam K, Amelie Gyrard, Randall Hand, Jyotishman Pathak, Amit Sheth. Question Answering for Suicide Risk Assessment using Reddit. In 13th IEEE International Conference on Semantic Computing. Newport Beach, California: IEEE; 2019.  (553.39 KB)
Natural Language Processing
Amir Hossein Yazdavar, Hussein S. Al-Olimat, Monireh Ebrahimi, Goonmeet Bajaj, Tanvi Banerjee, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit Sheth. Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media. In Advances in Social Networks Analysis and Mining (ASONAM). Sydney, Australia: Advances in Social Networks Analysis and Mining (ASONAM), 2017 IEEE/ACM International Conferance on; 2017.  (438.42 KB)
Mental Health
Amir Hossein Yazdavar, Hussein S. Al-Olimat, Monireh Ebrahimi, Goonmeet Bajaj, Tanvi Banerjee, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit Sheth. Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media. In Advances in Social Networks Analysis and Mining (ASONAM). Sydney, Australia: Advances in Social Networks Analysis and Mining (ASONAM), 2017 IEEE/ACM International Conferance on; 2017.  (438.42 KB)
Health Information Seeking
Ashutosh Jadhav, Stephen Wu, Amit Sheth, Jyotishman Pathak. Online Information Seeking for Cardiovascular Diseases: A Case Study from Mayo Clinic. In 25th European Medical Informatics Conference (MIE 2014). Istanbul, Turkey; 2014.  (297.46 KB)
Ashutosh Jadhav, Stephen Wu, Amit Sheth, Jyotishman Pathak. What Information about Cardiovascular Diseases do People Search Online?. In 25th European Medical Informatics Conference (MIE 2014). Istanbul, Turkey; 2014.  (121.33 KB)

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