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Dr. Leung’s is currently leading a project to develop an Artificial Intelligence (AI)-based system to support safety and patient outcomes for a national online cancer support group service. The system, based on Deep Learning and Natural Language Processing algorithms, will be designed to act as a “co-group facilitator” to assist therapists during the sessions to keep track of group participants’ progress while gaining insights into treatment processes. The AI system will be used to conduct sentiment analysis using group discussion text, and generate analytics including the context of the posts and emotion trajectory. These information will be used to train new online therapists and to facilitate client-treatment matching in supporting a stepped-care model. This project will transform the way psychosocial intervention is delivered and evaluated, while enhancing safety and uptake of online supportive services, which especially supports those living in non-urban settings, and other access barriers.
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论文共 21 篇作者统计合作学者相似作者
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JOURNAL OF PALLIATIVE CAREno. 3 (2023): 307-315
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Yvonne W Leung,Steve Ng, Lauren Duan, Claire Lam,Kenith Chan,Mathew Gancarz, Heather Rennie,Lianne Trachtenberg, Kai P Chan,Achini Adikari,Lin Fang,David Gratzer,
JMIR cancer (2023)
Mariam Al-Awadhi,Bryan Gascon, Nawar Albarak, Ghazlan Aldeweesh, Abdulaziz Hamadah, Hazim Abdulkarim,Yvonne Leung,Gary Rodin,Madeline Li
Journal of Psychosocial Oncology Research & Practiceno. 3 (2022)
Achini Adikari,Daswin De Silva,Harsha Moraliyage,Damminda Alahakoon,Jiahui Wong,Mathew Gancarz, Suja Chackochan,Bomi Park, Rachel Heo,Yvonne Leung
Future Generation Computer Systems (2022): 318-329
JMIR Cancerno. 3 (2022)
Yvonne Leung,Steve Ng, Lauren Duan, Claire Lam,Kenith Chan, Mathew Gancarz, Heather Rennie, Lianne Trachtenberg, Kai P Chan,Achini Adikari,Lin Fang,David Gratzer,
JMIR Cancer (2022)
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Martin C Tammemägi,Gail E Darling,Heidi Schmidt,Diego Llovet, Daniel N Buchanan,Yvonne Leung,Beth Miller,Linda Rabeneck
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