ArticleScientific reports2017
Noninvasive quantification of blood potassium concentration from ECG in hemodialysis patients.
Article in Scientific reports, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07493798 (Serum Potassium Prediction Using Machine Learning and Single-lead ECG), which is not on this map. Cited by 22 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Serum Potassium Prediction Using Machine Learning and Single-lead ECG
Who cites it
22 citing papers in PubMed.
- Towards Addressing the Body Electrolyte Environment via Sweat Analysis:Pilocarpine Iontophoresis Supports Assessment of Plasma Potassium Concentration.Scientific reports · 2017Trial
- Cardiac parameter estimation from electrocardiograms based on inversion of physical simulator behavior.PLOS digital health · 2026Article
- AI-enhanced non-invasive monitoring of critical biochemical analytes in perioperative care: a review of signal processing and clinical applications.Frontiers in physiology · 2026Review
- Validation of Noninvasive Detection of Hyperkalemia by Artificial Intelligence-Enhanced Electrocardiography in High Acuity Settings.Clinical journal of the American Society of Nephrology : CJASN · 2024Article
- Evaluating regression and probabilistic methods for ECG-based electrolyte prediction.Scientific reports · 2024Article
- Hyperkalemia Detection in Emergency Departments Using Initial ECGs: A Smartphone AI ECG Analyzer vs. Board-Certified Physicians.Journal of Korean medical science · 2023Article
- Development and validation of a dynamic deep learning algorithm using electrocardiogram to predict dyskalaemias in patients with multiple visits.European heart journal. Digital health · 2023Article
- Differences in ventricular wall composition may explain inter-patient variability in the ECG response to variations in serum potassium and calcium.Frontiers in physiology · 2023Article
- Point-of-care and self-testing for potassium: recent advances.Sensors & diagnostics · 2022Review
- Monitoring of Serum Potassium and Calcium Levels in End-Stage Renal Disease Patients by ECG Depolarization Morphology Analysis.Sensors (Basel, Switzerland) · 2022Article
- ECG frequency changes in potassium disorders: a narrative review.American journal of cardiovascular disease · 2022Review
- Nonlinear T-Wave Time Warping-Based Sensing Model for Non-Invasive Personalised Blood Potassium Monitoring in Hemodialysis Patients: A Pilot Study.Sensors (Basel, Switzerland) · 2021Article
- Monitoring blood potassium concentration in hemodialysis patients by quantifying T-wave morphology dynamics.Scientific reports · 2021Article
- Quantification and classification of potassium and calcium disorders with the electrocardiogram: What do clinical studies, modeling, and reconstruction tell us?APL bioengineering · 2020Review
- Electrocardiographic T wave alterations and prediction of hyperkalemia in patients with acute kidney injury.Internal and emergency medicine · 2020Observational
- A Deep-Learning Algorithm (ECG12Net) for Detecting Hypokalemia and Hyperkalemia by Electrocardiography: Algorithm Development.JMIR medical informatics · 2020Article
- Hypocalcemia-Induced Slowing of Human Sinus Node Pacemaking.Biophysical journal · 2019Article
- Classification of drug-induced hERG potassium-channel block from electrocardiographic T-wave features using artificial neural networks.Annals of noninvasive electrocardiology : the official journal of the International Society for Holter and Noninvasive Electrocardiology, Inc · 2019Article
- Acute effect of a peritoneal dialysis exchange on electrolyte concentration and QT interval in uraemic patients.Clinical and experimental nephrology · 2019Article
- Quantitative Evaluation of the Relationship between T-Wave-Based Features and Serum Potassium Level in Real-World Clinical Practice.BioMed research international · 2018Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Blood potassium concentration ([K
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.