An overview of clinical decision support systems: benefits, risks, and strategies for success
2020· review· en· npj Digital Medicine· Health Professions
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2,827
citations
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The future of digital health with federated learning
2020· article· en· npj Digital Medicine· Computer Science
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2,532
citations
The use of photoplethysmography for assessing hypertension
2019· review· en· npj Digital Medicine· Engineering
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598
citations
Machine learning for medical imaging: methodological failures and recommendations for the future
2022· review· en· npj Digital Medicine· Medicine
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593
citations
Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer
2019· article· en· npj Digital Medicine· Medicine
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500
citations
Do as AI say: susceptibility in deployment of clinical decision-aids
2021· article· en· npj Digital Medicine· Medicine
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447
citations
Self-supervised learning for medical image classification: a systematic review and implementation guidelines
2023· review· en· npj Digital Medicine· Computer Science
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412
citations
The need for a system view to regulate artificial intelligence/machine learning-based software as medical device
2020· review· en· npj Digital Medicine· Medicine
aff
341
citations
U-Sleep: resilient high-frequency sleep staging
2021· article· en· npj Digital Medicine· Neuroscience
fundno aff
332
citations
Machine intelligence in healthcare—perspectives on trustworthiness, explainability, usability, and transparency
2020· article· en· npj Digital Medicine· Medicine
fundno aff
325
citations
Impact of a deep learning assistant on the histopathologic classification of liver cancer
2020· article· en· npj Digital Medicine· Computer Science
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309
citations
Physician perspectives on integration of artificial intelligence into diagnostic pathology
2019· article· en· npj Digital Medicine· Computer Science
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305
citations
The potential of artificial intelligence to improve patient safety: a scoping review
2021· review· en· npj Digital Medicine· Medicine
fundno aff
288
citations
Health intelligence: how artificial intelligence transforms population and personalized health
2018· editorial· en· npj Digital Medicine· Health Professions
aff
256
citations
Large language models to identify social determinants of health in electronic health records
2024· article· en· npj Digital Medicine· Medicine
aff
254
citations
Artificial intelligence for precision medicine in neurodevelopmental disorders
2019· review· en· npj Digital Medicine· Biochemistry, Genetics and Molecular Biology
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243
citations
What do medical students actually need to know about artificial intelligence?
2020· article· en· npj Digital Medicine· Medicine
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233
citations
Beyond “implementation”: digital health innovation and service design
2018· review· en· npj Digital Medicine· Business, Management and Accounting
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212
citations
A machine learning approach predicts future risk to suicidal ideation from social media data
2020· article· en· npj Digital Medicine· Psychology
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212
citations
Bias recognition and mitigation strategies in artificial intelligence healthcare applications
2025· review· en· npj Digital Medicine· Medicine
aff
206
citations
Real-world heart rate norms in the Health eHeart study
2019· article· en· npj Digital Medicine· Medicine
fundno aff
205
citations
Computer vision in surgery: from potential to clinical value
2022· review· en· npj Digital Medicine· Medicine
aff
198
citations
Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials
2022· article· en· npj Digital Medicine· Medicine
aff
197
citations
Germany’s digital health reforms in the COVID-19 era: lessons and opportunities for other countries
2020· review· en· npj Digital Medicine· Medicine
aff
195
citations
Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI
2024· article· en· npj Digital Medicine· Computer Science
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184
citations