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Artificial Intelligence–Based Co-Facilitator (AICF) for Detecting and Monitoring Group Cohesion Outcomes in Web-Based Cancer Support Groups: Single-Arm Trial Study

Yvonne W Leung, Elise Wouterloot, Achini Adikari, Jinny Hong, Veenaajaa Asokan, Lauren Duan, Claire Lam, Carlina Kim, Kai P Chan, Daswin De Silva, Lianne Trachtenberg, Heather Rennie, Jiahui Wong, Mary Jane Esplen

JMIR Cancer 2024;10:e43070

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Providing Care Beyond Therapy Sessions With a Natural Language Processing–Based Recommender System That Identifies Cancer Patients Who Experience Psychosocial Challenges and Provides Self-care Support: Pilot Study

More studies are needed to demonstrate the efficacy of health care recommender systems, particularly for supportive care in cancer [16]. de Souza Institute offers Cancer Chat Canada (CCC) that has national, professionally led, synchronous, and text-based OSGs for cancer patients and caregivers in collaboration with 6 provincial agencies in Canada. OSGs vary in length, aims, and group intervention models. All groups are manually based and consist of 6 to 8 sessions.

Yvonne W Leung, Bomi Park, Rachel Heo, Achini Adikari, Suja Chackochan, Jiahui Wong, Elyse Alie, Mathew Gancarz, Martyna Kacala, Graeme Hirst, Daswin de Silva, Leon French, Jacqueline Bender, Faye Mishna, David Gratzer, Damminda Alahakoon, Mary Jane Esplen

JMIR Cancer 2022;8(3):e35893

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Emotions of COVID-19: Content Analysis of Self-Reported Information Using Artificial Intelligence

Achini Adikari, Rashmika Nawaratne, Daswin De Silva, Sajani Ranasinghe, Oshadi Alahakoon, Damminda Alahakoon

J Med Internet Res 2021;23(4):e27341

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Natural Language Processing–Based Virtual Cofacilitator for Online Cancer Support Groups: Protocol for an Algorithm Development and Validation Study

De Silva et al [24] pioneered AI research for automatic identification of physical and emotional states of patients with prostate cancer for active surveillance to identify their psychosocial needs. The PRIME framework, an automated ensemble of deep-learning based NLP techniques, was developed to analyze text from online patient forums.

Yvonne W Leung, Elise Wouterloot, Achini Adikari, Graeme Hirst, Daswin de Silva, Jiahui Wong, Jacqueline L Bender, Mathew Gancarz, David Gratzer, Damminda Alahakoon, Mary Jane Esplen