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个人简介
My research explores innovative approaches for applying AI and Machine Learning (ML) in real-world applications. More specifically, my current work (Project Talia) investigates how AI can become a useful vehicle in supporting the quality of care that is delivered through online psychotherapy programs. Taking a human-centred approach, I study how we can create (clinically) useful, interpretable and actionable ML insights that have the potential to improve the mental health outcomes of people who live with depression and anxiety; and can empower health professionals in their work practices.
研究兴趣
论文共 99 篇作者统计合作学者相似作者
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INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES (2024): 103181-103181
Kenza Bouzid,Harshita Sharma,Sarah Killcoyne,Daniel C. Castro,Anton Schwaighofer, Max Ilse, Valentina Salvatelli,Ozan Oktay, Sumanth Murthy, Lucas Bordeaux,Luiza Moore,Maria O’Donovan,
Nature Communicationsno. 1 (2024): 1-15
Anja Thieme, Abhijith Rajamohan, Benjamin Cooper, Heather Groombridge, Robert Simister, Barney Wong,Nicholas Woznitza, Mark Ames Pinnock,Maria Teodora Wetscherek,Cecily Morrison, Hannah Richardson,Fernando Pérez-García,
arxiv(2024)
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Nur Yildirim, Hannah Richardson,Maria T. Wetscherek, Junaid Bajwa, Joseph Jacob, Mark A. Pinnock,Stephen Harris,Daniel Coelho de Castro,Shruthi Bannur,Stephanie L. Hyland,Pratik Ghosh,Mercy Ranjit,
CoRR (2024): 444:1-444:22
Niranjani Prasad,Isabel Chien,Tim Regan,Angel Enrique,Jorge Palacios, Dessie Keegan,Usman Munir,Ryutaro Tanno, Hannah Richardson,Aditya Nori,Derek Richards,Gavin Doherty,
PLOS ONEno. 11 (2023): e0272685-e0272685
CVPR 2023 (2023): 15016-15027
Qianchu Liu,Stephanie L. Hyland,Shruthi Bannur, Kenza Bouzid,Daniel C. Castro,Maria Wetscherek, Robert Tinn,Harshita Sharma,Fernando Pérez-García,Anton Schwaighofer,Pranav Rajpurkar, Sameer Tajdin Khanna,
CoRR (2023): 14414-14445
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Stephanie L. Hyland, Shruthi Bannur, Kenza Bouzid,Daniel C. Castro, Mercy Ranjit,Anton Schwaighofer,Fernando Pérez-García, Valentina Salvatelli, Shaury Srivastav,Anja Thieme,Noel Codella,Matthew P. Lungren,
CoRR (2023)
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