Vector Institute
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
Gary S. Collins, Karel G.M. Moons, Paula Dhiman et al.
2024 · 1.656 Zit.
The false hope of current approaches to explainable artificial intelligence in health care
Marzyeh Ghassemi, Luke Oakden‐Rayner, Andrew L. Beam
2021 · 1.248 Zit.
Do no harm: a roadmap for responsible machine learning for health care
Jenna Wiens, Suchi Saria, Mark Sendak et al.
2019 · 926 Zit.
Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations
Laleh Seyyed-Kalantari, Haoran Zhang, Matthew B. A. McDermott et al.
2021 · 710 Zit.
AI recognition of patient race in medical imaging: a modelling study
Judy Wawira Gichoya, Imon Banerjee, Ananth Reddy Bhimireddy et al.
2022 · 483 Zit.
Transparency and reproducibility in artificial intelligence
Benjamin Haibe‐Kains, George Alexandru Adam, Ahmed Hosny et al.
2020 · 481 Zit.
Ethical Machine Learning in Healthcare
Irene Y. Chen, Emma Pierson, Sherri Rose et al.
2021 · 443 Zit.
Do as AI say: susceptibility in deployment of clinical decision-aids
Susanne Gaube, Harini Suresh, Martina Raue et al.
2021 · 410 Zit.
Metrics reloaded: recommendations for image analysis validation
Lena Maier‐Hein, Annika Reinke, Patrick Godau et al.
2024 · 355 Zit.
The role of machine learning in clinical research: transforming the future of evidence generation
E. Hope Weissler, Tristan Naumann, Tomas Andersson et al.
2021 · 273 Zit.
Ethical limitations of algorithmic fairness solutions in health care machine learning
Melissa D. McCradden, Shalmali Joshi, Mjaye Mazwi et al.
2020 · 252 Zit.
The value of standards for health datasets in artificial intelligence-based applications
Anmol Arora, Joseph Alderman, Joanne Palmer et al.
2023 · 246 Zit.
Managing extreme AI risks amid rapid progress
Yoshua Bengio, Geoffrey E. Hinton, Andrew Chi-Chih Yao et al.
2024 · 235 Zit.
Artificial Intelligence Education Programs for Health Care Professionals: Scoping Review
Rebecca Charow, Tharshini Jeyakumar, Sarah Younus et al.
2021 · 225 Zit.
Treating health disparities with artificial intelligence
Irene Y. Chen, Shalmali Joshi, Marzyeh Ghassemi
2020 · 204 Zit.