Towards Clinically Useful AI: From Radiology Practices in Global South and North to Visions of AI Support.

Tariq Osman Andersen Tariq Andersen Tariq O. Andersen University of Copenhagen, Department of Computer Science, Denmark https://orcid.org/0000-0002-9342-5520 https://www.wikidata.org/entity/Q82413952

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 0001 Towards Clinically Useful AI: From Radiology Practices in Global South and North to Visions of AI Support. 20:1-20:38 2025 April 32 ACM Trans. Comput. Hum. Interact. 2 https://doi.org/10.1145/3715115 db/journals/tochi/tochi32.html#ZajacAKWOMGYCFNC25 streams/journals/tochi

Maarten Z. Kolk Diana My Frodi Joss Langford Tariq O. Andersen Peter Karl Jacobsen Niels Risum Hanno L. Tan Jesper Hastrup Svendsen Reinoud Knops Søren Zöga Diederichsen Fleur V. Y. Tjong Deep behavioural representation learning reveals risk profiles for malignant ventricular arrhythmias. 2024 7 npj Digit. Medicine 1 https://doi.org/10.1038/s41746-024-01247-w db/journals/npjdm/npjdm7.html#KolkFLAJRTSKDT24 streams/journals/npjdm

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 "It depends": Configuring AI to Improve Clinical Usefulness Across Contexts. 2024 Conference on Designing Interactive Systems https://doi.org/10.1145/3643834.3660707 conf/ACMdis/2024 db/conf/ACMdis/ACMdis2024.html#ZajacRIGWGCNA24 Beatriz Rodrigues Leite Sippo Rossi Tariq Osman Andersen Impact of Using an AI-CAD Tool in Radiology Training. 22:1-22:5 2024 NordiCHI (Adjunct) https://doi.org/10.1145/3677045.3685437 conf/nordichi/2024a db/conf/nordichi/nordichi2024a.html#LeiteRA24

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 "It depends": Configuring AI to Improve Clinical Usefulness Across Contexts. 2024 abs/2407.11978 CoRR https://doi.org/10.48550/arXiv.2407.11978 db/journals/corr/corr2407.html#abs-2407-11978 streams/journals/corr

Hubert Dariusz Zajac Dana Li Xiang Dai 0001 Jonathan Frederik Carlsen Finn Kensing Tariq O. Andersen Clinician-Facing AI in the Wild: Taking Stock of the Sociotechnical Challenges and Opportunities for HCI. 1-39 2023 April 30 ACM Trans. Comput. Hum. Interact. 2 https://doi.org/10.1145/3582430 db/journals/tochi/tochi30.html#ZajacLDCKA23

Hubert Dariusz Zajac Natalia Rozalia Avlona Finn Kensing Tariq Osman Andersen Irina Shklovski Ground Truth Or Dare: Factors Affecting The Creation Of Medical Datasets For Training AI. 351-362 2023 AIES https://doi.org/10.1145/3600211.3604766 conf/aies/2023 db/conf/aies/aies2023.html#ZajacAKAS23 Anja Thieme Aditya V. Nori Marzyeh Ghassemi Rishi Bommasani Tariq Osman Andersen Ewa Luger Foundation Models in Healthcare: Opportunities, Risks & Strategies Forward. 512:1-512:4 2023 CHI Extended Abstracts https://doi.org/10.1145/3544549.3583177 conf/chi/2023a db/conf/chi/chi2023a.html#ThiemeNGBAL23

Hubert Dariusz Zajac Natalia Rozalia Avlona Tariq O. Andersen Finn Kensing Irina Shklovski Ground Truth Or Dare: Factors Affecting The Creation Of Medical Datasets For Training AI. 2023 abs/2309.12327 CoRR https://doi.org/10.48550/arXiv.2309.12327 db/journals/corr/corr2309.html#abs-2309-12327

Tariq Osman Andersen Jonas Fritsch Stina Matthiesen Patient Data Work with Consumer Self-tracking: Exploring Affective and Temporal Dimensions in Chronic Self-care. 666-680 2022 PervasiveHealth https://doi.org/10.1007/978-3-031-34586-9_44 conf/ph/2022 db/conf/ph/ph2022.html#AndersenFM22 Tariq Osman Andersen Francisco Nunes Lauren Wilcox Elizabeth Kaziunas Stina Matthiesen Farah Magrabi Realizing AI in Healthcare: Challenges Appearing in the Wild. 108:1-108:5 2021 CHI Extended Abstracts https://doi.org/10.1145/3411763.3441347 conf/chi/2021a db/conf/chi/chi2021a.html#AndersenNWKMM21

Stine Lomborg Henriette Langstrup Tariq Osman Andersen Interpretation as luxury: Heart patients living with data doubt, hope, and anxiety. 205395172092443 2020 January 7 Big Data Soc. 1 https://doi.org/10.1177/2053951720924436 db/journals/bigdatasociety/bigdatasociety7.html#LomborgLA20

Tariq Andersen Jorgen P. Bansler Finn Kensing Jonas Moll Troels Mønsted Karen Dam Nielsen Olav Wendelboe Nielsen Helen Høgh Petersen Jesper Hastrup Svendsen Aligning Concerns in Telecare: Three Concepts to Guide the Design of Patient-Centred E-Health. 1039-1072 2019 28 Comput. Support. Cooperative Work. 6 https://doi.org/10.1007/s10606-018-9309-1 https://www.wikidata.org/entity/Q61988769 db/journals/cscw/cscw28.html#AndersenBKMMNNP18

Francisco Nunes Tariq Andersen Geraldine Fitzpatrick The agency of patients and carers in medical care and self-care technologies for interacting with doctors. 2019 25 Health Informatics J. 2 https://doi.org/10.1177/1460458217712054 https://www.wikidata.org/entity/Q39400243 db/journals/hij/hij25.html#NunesAF19

Tariq Osman Andersen Karen Dam Nielsen Jonas Moll Jesper Hastrup Svendsen Unpacking telemonitoring work: Workload and telephone calls to patients in implanted cardiac device care. 381-387 2019 129 Int. J. Medical Informatics https://doi.org/10.1016/j.ijmedinf.2019.06.021 https://www.wikidata.org/entity/Q92840435 db/journals/ijmi/ijmi129.html#AndersenNMS19

Tariq Osman Andersen Large-scale and long-term co-design of digital health. 74-77 2019 26 Interactions 5 https://doi.org/10.1145/3356252 https://www.wikidata.org/entity/Q127334638 db/journals/interactions/interactions26.html#Andersen19

Eun Kyoung Choe Bongshin Lee Tariq Osman Andersen Lauren Wilcox Geraldine Fitzpatrick Harnessing the Power of Patient-Generated Data. 50-56 2018 17 IEEE Pervasive Comput. 2 https://doi.org/10.1109/MPRV.2018.022511243 http://doi.ieeecomputersociety.org/10.1109/MPRV.2018.022511243 https://www.wikidata.org/entity/Q113311169 db/journals/pervasive/pervasive17.html#ChoeLAWF18

Tariq O. Andersen Pernille R. D. Andersen Anders C. Kornum Trine M. Larsen Understanding patient experience: a deployment study in cardiac remote monitoring. 221-230 2017 PervasiveHealth https://doi.org/10.1145/3154862.3154868 conf/ph/2017 db/conf/ph/ph2017.html#AndersenAKL17 Tariq O. Andersen Jonas Moll SCAUT: using patient-generated data to improve remote monitoring of cardiac device patients. 444-447 2017 PervasiveHealth https://doi.org/10.1145/3154862.3154922 conf/ph/2017 db/conf/ph/ph2017.html#AndersenM17 Tariq Andersen Finn Kensing Lisbeth Kjellberg Jonas Moll From Research Prototypes to a Marketable eHealth System. 9-14 2015 CSHI https://doi.org/10.3233/978-1-61499-574-6-9 conf/cshi/2015 db/conf/cshi/cshi2015.html#AndersenKKM15 Tariq Andersen Jorgen P. Bansler Finn Kensing Jonas Moll Karen Dam Nielsen Alignment of Concerns: A Design Rationale for Patient Participation in eHealth. 2587-2596 2014 HICSS https://doi.org/10.1109/HICSS.2014.327 https://doi.ieeecomputersociety.org/10.1109/HICSS.2014.327 conf/hicss/2014 db/conf/hicss/hicss2014.html#AndersenBKMN14 Tariq O. Andersen Medication management in the making: on ethnography-design relations. 1103-1112 2013 CSCW https://doi.org/10.1145/2441776.2441901 conf/cscw/2013 db/conf/cscw/cscw2013.html#Andersen13

Tariq Andersen Pernille Bjørn Finn Kensing Jonas Moll Designing for collaborative interpretation in telemonitoring: Re-introducing patients as diagnostic agents. e112-e126 2011 80 Int. J. Medical Informatics 8 https://doi.org/10.1016/j.ijmedinf.2010.09.010 https://www.wikidata.org/entity/Q44555075 db/journals/ijmi/ijmi80.html#AndersenBKM11

Tariq Andersen The participatory patient. 151-154 2010 PDC https://doi.org/10.1145/1900441.1900463 conf/pdc/2010 db/conf/pdc/pdc2010.html#Andersen10 Tariq Andersen Jonas Moll Troels Mønsted Prototyping (in) healthcare. 279-280 2010 PDC https://doi.org/10.1145/1900441.1900507 conf/pdc/2010 db/conf/pdc/pdc2010.html#AndersenMM10 Pernille R. D. Andersen Natalia Rozalia Avlona Jorgen P. Bansler Pernille Bjørn Rishi Bommasani Jonathan Frederik Carlsen Yunan Chen 0001 Eun Kyoung Choe Xiang Dai 0001 Søren Zöga Diederichsen Geraldine Fitzpatrick Marco Fraccaro Jonas Fritsch Diana My Frodi Simona Gentile Marzyeh Ghassemi Samuel N. GitauSamuel Nguku Gitau Silvia Ingala Peter Karl Jacobsen Elizabeth Kaziunas Finn Kensing Lisbeth Kjellberg Reinoud Knops Maarten Z. Kolk Anders C. Kornum Elijah Kwasa Joss Langford Henriette Langstrup Trine M. Larsen Bongshin Lee Beatriz Rodrigues Leite Dana Li Stine Lomborg Ewa Luger Farah Magrabi Stina Matthiesen Jonas Moll Troels Mønsted Edward K. Mwaniki Karen Dam Nielsen Michael Bachmann Nielsen Olav Wendelboe Nielsen Aditya V. Nori Francisco Nunes Mary K. Onyinkwa Helen Høgh Petersen Jorge M. N. Ribeiro Jorge Miguel Neves Ribeiro Niels Risum Sippo Rossi Irina Shklovski Jesper Hastrup Svendsen Hanno L. Tan Anja Thieme Fleur V. Y. Tjong Ruth Wanjohi Lauren Wilcox Shawnim S. Yaseen Hubert Dariusz Zajac