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Artificial Intelligence (AI) is being adopted across the world and promises a new revolution in healthcare. While AI-enabled medical devices in North America dominate 42.3% of the global market, the use of AI-enabled medical devices in…

计算机与社会 · 计算机科学 2024-06-14 Attrayee Chakraborty , Mandar Karhade

With the increasing availability of structured and unstructured data and the swift progress of analytical techniques, Artificial Intelligence (AI) is bringing a revolution to the healthcare industry. With the increasingly indispensable role…

机器学习 · 计算机科学 2020-11-09 Devam Dave , Het Naik , Smiti Singhal , Pankesh Patel

Artificial intelligence (AI) in healthcare is a potentially revolutionary tool to achieve improved healthcare outcomes while reducing overall health costs. While many exploratory results hit the headlines in recent years there are only few…

人工智能 · 计算机科学 2021-07-29 Vince I. Madai , David C. Higgins

Artificial intelligence (AI) and machine learning (ML) are increasingly broadly adopted in industry, However, based on well over a dozen case studies, we have learned that deploying industry-strength, production quality ML models in systems…

机器学习 · 计算机科学 2020-06-04 Jan Bosch , Ivica Crnkovic , Helena Holmström Olsson

Cyber attacks on the healthcare industry can have tremendous consequences and the attack surface expands continuously. In order to handle the steadily rising workload, an expanding amount of analog processes in healthcare institutions is…

密码学与安全 · 计算机科学 2024-09-20 Patrizia Heinl , Andrius Patapovas , Michael Pilgermann

Recent advancements in artificial intelligence (AI) have revolutionized cardiovascular medicine, particularly through integration with computed tomography (CT), magnetic resonance imaging (MRI), electrocardiography (ECG) and ultrasound…

计算机视觉与模式识别 · 计算机科学 2025-06-05 Yuanlin Mo , Haishan Huang , Bocheng Liang , Weibo Ma

Recent research advances in Artificial Intelligence (AI) have yielded promising results for automated software vulnerability management. AI-based models are reported to greatly outperform traditional static analysis tools, indicating a…

密码学与安全 · 计算机科学 2024-05-07 Shengye Wan , Joshua Saxe , Craig Gomes , Sahana Chennabasappa , Avilash Rath , Kun Sun , Xinda Wang

Background: The construction, evolution and usage of complex artificial intelligence (AI) models demand expensive computational resources. While currently available high-performance computing environments support well this complexity, the…

机器学习 · 计算机科学 2023-05-31 Roger Creus Castanyer , Silverio Martínez-Fernández , Xavier Franch

Medical imaging plays a vital role in modern diagnostics; however, interpreting high-resolution radiological data remains time-consuming and susceptible to variability among clinicians. Traditional image processing techniques often lack the…

计算机视觉与模式识别 · 计算机科学 2025-10-21 Melika Filvantorkaman , Maral Filvan Torkaman

Routing, switching, and the interconnect fabric are essential components in implementing large-scale neuromorphic computing architectures. While this fabric plays only a supporting role in the process of computing, for large AI workloads,…

神经与进化计算 · 计算机科学 2026-02-04 Madhuvanthi Srivatsav , Chiranjib Bhattacharyya , Shantanu Chakrabartty , Chetan Singh Thakur

Health artificial intelligence (AI) adoption presents a paradox: point-solution tools diffuse readily through clinical populations, yet system-change AI, which carries the greatest potential for pathway-level transformation, consistently…

理论经济学 · 经济学 2026-05-19 Ari Ercole

The use of machine learning to develop intelligent software tools for interpretation of radiology images has gained widespread attention in recent years. The development, deployment, and eventual adoption of these models in clinical…

机器学习 · 计算机科学 2021-02-04 Viraj Kulkarni , Manish Gawali , Amit Kharat

Despite Artificial Intelligence (AI) transformative potential for public sector services, decision-making, and administrative efficiency, adoption remains uneven due to complex technical, organizational, and institutional challenges.…

Creating supportive technologies for people living with multiple chronic conditions is extremely challenging. These patients are often faced with substantial visible and invisible treatment work as well as their everyday responsibilities,…

人机交互 · 计算机科学 2026-05-21 Fateme Rajabiyazdi , Julie Babione , Doreen M. Rabi , Foroozan Daneshzand , Sheelagh Carpendale

Innovative HealthTech teams develop Artificial Intelligence (AI) systems in contexts where ethical expectations and organizational priorities must be balanced under severe resource constraints. While Responsible AI practices are expected to…

人机交互 · 计算机科学 2026-03-02 Svitlana Surodina , Sinem Görücü , Lili Golmohammadi , Emelia Delaney , Rita Borgo

The Italian National Health Service is adopting Artificial Intelligence through its technical agencies, with the twofold objective of supporting and facilitating the diagnosis and treatment. Such a vast programme requires special care in…

计算机与社会 · 计算机科学 2023-04-25 Roberto Reale , Elisabetta Biasin , Alessandro Scardovi , Stefano Toro

The medical field is one of the important fields in the application of artificial intelligence technology. With the explosive growth and diversification of medical data, as well as the continuous improvement of medical needs and challenges,…

人工智能 · 计算机科学 2024-03-27 Jingyu Xu , Binbin Wu , Jiaxin Huang , Yulu Gong , Yifan Zhang , Bo Liu

Artificial Intelligence has emerged as a useful aid in numerous clinical applications for diagnosis and treatment decisions. Deep neural networks have shown same or better performance than clinicians in many tasks owing to the rapid…

图像与视频处理 · 电气工程与系统科学 2021-11-05 Zohaib Salahuddin , Henry C Woodruff , Avishek Chatterjee , Philippe Lambin

We find ourselves on the ever-shifting cusp of an AI revolution -- with potentially metamorphic implications for the future practice of healthcare. For many, such innovations cannot come quickly enough; as healthcare systems worldwide…

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