基本信息
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职业迁徙
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 98 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
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)
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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