AIMC Topic: Nephrology

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A practical guide for nephrologist peer reviewers: evaluating artificial intelligence and machine learning research in nephrology.

Renal failure Jul 7, 2025
Artificial intelligence (AI) and machine learning (ML) are transforming nephrology by enhancing diagnosis, risk prediction, and treatment optimization for conditions such as acute kidney injury (AKI) and chronic kidney disease (CKD). AI-driven models...
Acute Kidney Injury Reproducibility of Results Artificial Intelligence Machine Learning Nephrology Nephrologists Renal Insufficiency, Chronic Peer Review, Research Humans
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Imaging and spatially resolved mass spectrometry applications in nephrology.

Nature reviews. Nephrology Mar 27, 2025
The application of spatially resolved mass spectrometry (MS) and MS imaging approaches for studying biomolecular processes in the kidney is rapidly growing. These powerful methods, which enable label-free and multiplexed detection of many molecular c...
Kidney Proteomics Humans Nephrology Mass Spectrometry Kidney Diseases
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A new era in nephrology: the role of super-resolution microscopy in research, medical diagnostic, and drug discovery.

Kidney international Mar 24, 2025
For decades, electron microscopy has been the primary method to visualize ultrastructural details of the kidney, including podocyte foot processes and the slit diaphragm. Despite its status as the gold standard, electron microscopy has significant li...
Humans Nephrology Imaging, Three-Dimensional Microscopy, Electron Kidney Diseases Animals Podocytes Drug Discovery
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Evaluating AI performance in nephrology triage and subspecialty referrals.

Scientific reports Jan 27, 2025
Artificial intelligence (AI) has shown promise in revolutionizing medical triage, particularly in the context of the rising prevalence of kidney-related conditions with the aging global population. This study evaluates the utility of ChatGPT, a large...
Referral and Consultation Triage Nephrology Humans Artificial Intelligence Female Male
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Improving search strategies in bibliometric studies on machine learning in renal medicine.

International urology and nephrology Dec 23, 2024
This paper evaluated the bibliometric study by Li et al. (Int Urol Nephrol, 2024) on machine learning in renal medicine. Although the study claims to summarize the forefront trends and hotspots in this field, several key issues require further clarif...
Nephrology Machine Learning Humans Information Storage and Retrieval Bibliometrics
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How to incorporate generative artificial intelligence in nephrology fellowship education.

Journal of nephrology Dec 2, 2024
Traditional nephrology education faces challenges due to expanding medical knowledge, case complexity, and personalized learning needs. Generative artificial intelligence (AI), like ChatGPT, offers potential solutions to enhance nephrology education ...
Humans Artificial Intelligence Education, Medical, Graduate Nephrology Fellowships and Scholarships Curriculum
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Research hotspots and frontiers of machine learning in renal medicine: a bibliometric and visual analysis from 2013 to 2024.

International urology and nephrology Oct 30, 2024
BACKGROUND: The kidney, an essential organ of the human body, can suffer pathological damage that can potentially have serious adverse consequences on the human body and even affect life. Furthermore, the majority of kidney-induced illnesses are freq...
Nephrology Machine Learning Biomedical Research Bibliometrics Kidney Diseases Humans
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Advances in critical care nephrology through artificial intelligence.

Current opinion in critical care Aug 30, 2024
PURPOSE OF REVIEW: This review explores the transformative advancement, potential application, and impact of artificial intelligence (AI), particularly machine learning (ML) and large language models (LLMs), on critical care nephrology.
Clinical Decision-Making Renal Replacement Therapy Humans Critical Care Artificial Intelligence Acute Kidney Injury Nephrology Machine Learning
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Generative AI in Critical Care Nephrology: Applications and Future Prospects.

Blood purification Aug 30, 2024
BACKGROUND: Generative artificial intelligence (AI) is rapidly transforming various aspects of healthcare, including critical care nephrology. Large language models (LLMs), a key technology in generative AI, show promise in enhancing patient care, st...
Critical Care Renal Replacement Therapy Humans Nephrology Artificial Intelligence
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How artificial intelligence is transforming nephrology.

BMC nephrology Aug 27, 2024
Current research in nephrology is increasingly focused on elucidating the complexity inherent in tightly interwoven molecular systems and their correlation with pathology and related therapeutics, including dialysis and renal transplantation. Rapid a...
Artificial Intelligence Nephrology Machine Learning Humans
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