Iteratively Adapting Avatars using Task-Integrated Optimisation. - Jess McIntosh; Hubert Dariusz Zajac; Andreea Nicoleta Stefan; Joanna Bergström; Kasper Hornbæk (UIST, 2020)

Designing ground truth for Machine Learning - conceptualisation of a collaborative design process between medical professionals and data scientists. - Hubert Dariusz Zajac (ECSCW, 2022)

Ground Truth Or Dare: Factors Affecting The Creation Of Medical Datasets For Training AI. - Hubert Dariusz Zajac; Natalia Rozalia Avlona; Finn Kensing; Tariq Osman Andersen; Irina Shklovski (AIES, 2023)

Clinician-Facing AI in the Wild: Taking Stock of the Sociotechnical Challenges and Opportunities for HCI. - Hubert Dariusz Zajac; Dana Li; Xiang Dai; Jonathan Frederik Carlsen; Finn Kensing; Tariq O. Andersen (ACM Trans. Comput. Hum. Interact., 2023)

"It depends": Configuring AI to Improve Clinical Usefulness Across Contexts. - Hubert Dariusz Zajac; Jorge Miguel Neves Ribeiro; Silvia Ingala; Simona Gentile; Ruth Wanjohi; Samuel Nguku Gitau; Jonathan Frederik Carlsen; Michael Bachmann Nielsen; Tariq Osman Andersen (Conference on Designing Interactive Systems, 2024)

Copycats: the many lives of a publicly available medical imaging dataset. - Amelia Jiménez-Sánchez; Natalia Rozalia Avlona; Dovile Juodelyte; Théo Sourget; Caroline Vang-Larsen; Anna Rogers; Hubert Dariusz Zajac; Veronika Cheplygina (NeurIPS, 2024)

Towards actionability for open medical imaging datasets: lessons from community-contributed platforms for data management and stewardship. - Amelia Jiménez-Sánchez; Natalia Rozalia Avlona; Dovile Juodelyte; Théo Sourget; Caroline Vang-Larsen; Hubert Dariusz Zajac; Veronika Cheplygina (CoRR, 2024)

"It depends": Configuring AI to Improve Clinical Usefulness Across Contexts. - Hubert Dariusz Zajac; Jorge M. N. Ribeiro; Silvia Ingala; Simona Gentile; Ruth Wanjohi; Samuel N. Gitau; Jonathan Frederik Carlsen; Michael Bachmann Nielsen; Tariq O. Andersen (CoRR, 2024)

Reframing Automation Benefits: A Human-Centered Approach to Expanding the Value of AI-Generated Reports in Healthcare. - Hubert Dariusz Zajac; Niels Kvorning Ternov (CHI Extended Abstracts, 2025)

In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review. - Amelia Jiménez-Sánchez; Natalia Rozalia Avlona; Sarah de Boer; Víctor M. Campello; Aasa Feragen; Enzo Ferrante; Melanie Ganz; Judy Wawira Gichoya; Camila González; Steff Groefsema; Alessa Hering; Adam Hulman; et al. (FAccT, 2025)

Towards Clinically Useful AI: From Radiology Practices in Global South and North to Visions of AI Support. - Hubert Dariusz Zajac; Tariq O. Andersen; Elijah Kwasa; Ruth Wanjohi; Mary K. Onyinkwa; Edward K. Mwaniki; Samuel N. Gitau; Shawnim S. Yaseen; Jonathan Frederik Carlsen; Marco Fraccaro; Michael Bachmann Nielsen; Yunan Chen (ACM Trans. Comput. Hum. Interact., 2025)