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Artificial intelligence (AI) is increasingly of tremendous interest in the medical field. However, failures of medical AI could have serious consequences for both clinical outcomes and the patient experience. These consequences could erode…

Artificial Intelligence · Computer Science 2020-08-19 Thomas P. Quinn , Manisha Senadeera , Stephan Jacobs , Simon Coghlan , Vuong Le

Artificial Intelligence (AI) is transforming our daily life with several applications in healthcare, space exploration, banking and finance. These rapid progresses in AI have brought increasing attention to the potential impacts of AI…

Computers and Society · Computer Science 2022-06-08 Lionel Nganyewou Tidjon , Foutse Khomh

AI applications are increasingly being introduced into digital health. While technical performance has advanced rapidly, successful deployment mainly depends on consumer attitudes, especially to patient-facing applications. However, most…

Artificial Intelligence · Computer Science 2026-05-01 Wei Zhou , Rashina Hoda , Joycelyn Ling

Despite major advances in artificial intelligence (AI) for medicine and healthcare, the deployment and adoption of AI technologies remain limited in real-world clinical practice. In recent years, concerns have been raised about the…

Computers and Society · Computer Science 2024-07-09 Karim Lekadir , Aasa Feragen , Abdul Joseph Fofanah , Alejandro F Frangi , Alena Buyx , Anais Emelie , Andrea Lara , Antonio R Porras , An-Wen Chan , Arcadi Navarro , Ben Glocker , Benard O Botwe , Bishesh Khanal , Brigit Beger , Carol C Wu , Celia Cintas , Curtis P Langlotz , Daniel Rueckert , Deogratias Mzurikwao , Dimitrios I Fotiadis , Doszhan Zhussupov , Enzo Ferrante , Erik Meijering , Eva Weicken , Fabio A González , Folkert W Asselbergs , Fred Prior , Gabriel P Krestin , Gary Collins , Geletaw S Tegenaw , Georgios Kaissis , Gianluca Misuraca , Gianna Tsakou , Girish Dwivedi , Haridimos Kondylakis , Harsha Jayakody , Henry C Woodruf , Horst Joachim Mayer , Hugo JWL Aerts , Ian Walsh , Ioanna Chouvarda , Irène Buvat , Isabell Tributsch , Islem Rekik , James Duncan , Jayashree Kalpathy-Cramer , Jihad Zahir , Jinah Park , John Mongan , Judy W Gichoya , Julia A Schnabel , Kaisar Kushibar , Katrine Riklund , Kensaku Mori , Kostas Marias , Lameck M Amugongo , Lauren A Fromont , Lena Maier-Hein , Leonor Cerdá Alberich , Leticia Rittner , Lighton Phiri , Linda Marrakchi-Kacem , Lluís Donoso-Bach , Luis Martí-Bonmatí , M Jorge Cardoso , Maciej Bobowicz , Mahsa Shabani , Manolis Tsiknakis , Maria A Zuluaga , Maria Bielikova , Marie-Christine Fritzsche , Marina Camacho , Marius George Linguraru , Markus Wenzel , Marleen De Bruijne , Martin G Tolsgaard , Marzyeh Ghassemi , Md Ashrafuzzaman , Melanie Goisauf , Mohammad Yaqub , Mónica Cano Abadía , Mukhtar M E Mahmoud , Mustafa Elattar , Nicola Rieke , Nikolaos Papanikolaou , Noussair Lazrak , Oliver Díaz , Olivier Salvado , Oriol Pujol , Ousmane Sall , Pamela Guevara , Peter Gordebeke , Philippe Lambin , Pieta Brown , Purang Abolmaesumi , Qi Dou , Qinghua Lu , Richard Osuala , Rose Nakasi , S Kevin Zhou , Sandy Napel , Sara Colantonio , Shadi Albarqouni , Smriti Joshi , Stacy Carter , Stefan Klein , Steffen E Petersen , Susanna Aussó , Suyash Awate , Tammy Riklin Raviv , Tessa Cook , Tinashe E M Mutsvangwa , Wendy A Rogers , Wiro J Niessen , Xènia Puig-Bosch , Yi Zeng , Yunusa G Mohammed , Yves Saint James Aquino , Zohaib Salahuddin , Martijn P A Starmans

Artificial Intelligence (AI) has emerged as a transformative technology with the potential to revolutionize various sectors, from healthcare to finance, education, and beyond. However, successfully implementing AI systems remains a complex…

Computers and Society · Computer Science 2025-02-04 Dian Tjondronegoro

As digital threats continue to grow, organizations must find ways to enhance security while protecting user privacy. This paper explores how artificial intelligence (AI) plays a crucial role in achieving this balance. AI technologies can…

Cryptography and Security · Computer Science 2026-01-23 Binu V P , Deepthy K Bhaskar , Minimol B

Recent advances in artificial intelligence (AI) and machine learning have created a general perception that AI could be used to solve complex problems, and in some situations over-hyped as a tool that can be so easily used. Unfortunately,…

Artificial Intelligence · Computer Science 2018-04-27 Jinyang Gao , Wei Wang , Meihui Zhang , Gang Chen , H. V. Jagadish , Guoliang Li , Teck Khim Ng , Beng Chin Ooi , Sheng Wang , Jingren Zhou

Private and public sector structures and norms refine how emerging technology is used in practice. In healthcare, despite a proliferation of AI adoption, the organizational governance surrounding its use and integration is often poorly…

Artificial intelligence (AI) is becoming increasingly widespread in system development endeavors. As AI systems affect various stakeholders due to their unique nature, the growing influence of these systems calls for ethical considerations.…

Computers and Society · Computer Science 2020-06-17 Ville Vakkuri , Kai-Kristian Kemell , Pekka Abrahamsson

Online and AI-based symptom checkers are applications that assist medical laypeople in diagnosing their symptoms and determining which course of action to take. When evaluating these tools, previous studies primarily used an approach…

Human-Computer Interaction · Computer Science 2025-06-30 Marvin Kopka , Markus A. Feufel

Assessments of trustworthiness have become a cornerstone of responsible AI development. Especially in high-stakes fields like healthcare, aligning technical, evidence-based, and ethical practices with forthcoming legal requirements is…

Although artificial intelligence (AI) agents are increasingly proposed to support potentially longitudinal health tasks, such as symptom management, behavior change, and patient support, most current implementations fall short of…

Artificial Intelligence · Computer Science 2026-04-30 Georgianna Lin , Rencong Jiang , Noémie Elhadad , Xuhai "Orson" Xu

Artificial intelligence (AI) systems increasingly shape how people access health information, make medical decisions, and receive care -- yet epidemiology lacks frameworks for measuring AI exposure or studying its health effects at the…

Other Statistics · Statistics 2026-04-16 Harsh Parikh , Tyler McCormick , Emily Johnson , Leo Hickey , Megan Ranney , Bhramar Mukherjee

This vision paper presents initial research on assessing the robustness and reliability of AI-enabled systems, and key factors in ensuring their safety and effectiveness in practical applications, including a focus on accountability. By…

Software Engineering · Computer Science 2025-06-23 Filippo Scaramuzza , Damian A. Tamburri , Willem-Jan van den Heuvel

Artificial Intelligence (AI) algorithms are increasingly providing decision making and operational support across multiple domains. AI includes a wide library of algorithms for different problems. One important notion for the adoption of AI…

Artificial Intelligence · Computer Science 2021-11-16 Feras A. Batarseh , Laura Freeman

AI Safety has become a vital front-line concern of many scientists within and outside the AI community. There are many immediate and long term anticipated risks that range from existential risk to human existence to deep fakes and bias in…

Artificial Intelligence · Computer Science 2024-10-15 Simon Kasif

The rapid growth of Artificial Intelligence (AI) in healthcare has sparked interest in Trustworthy AI and AI Implementation Science, both of which are essential for accelerating clinical adoption. However, strict regulations, gaps between…

Quantitative Methods · Quantitative Biology 2026-03-06 Benoit L. Marteau , Andrew Hornback , Shaun Q. Tan , Christian Lowson , Jason Woloff , May D. Wang

The range of application of artificial intelligence (AI) is vast, as is the potential for harm. Growing awareness of potential risks from AI systems has spurred action to address those risks, while eroding confidence in AI systems and the…

Prognostic and diagnostic AI-based medical devices hold immense promise for advancing healthcare, yet their rapid development has outpaced the establishment of appropriate validation methods. Existing approaches often fall short in…

Machine Learning · Computer Science 2024-09-10 Florian Hellmeier , Kay Brosien , Carsten Eickhoff , Alexander Meyer
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