AIMC Topic: Drug Dosage Calculations

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Application of Machine-Learning Models to Predict Tacrolimus Stable Dose in Renal Transplant Recipients.

Scientific reports Feb 8, 2017
Tacrolimus has a narrow therapeutic window and considerable variability in clinical use. Our goal was to compare the performance of multiple linear regression (MLR) and eight machine learning techniques in pharmacogenetic algorithm-based prediction o...
Linear Models Drug Dosage Calculations Tacrolimus Transplant Recipients Multivariate Analysis Cohort Studies Renal Insufficiency, Chronic Immunosuppressive Agents Bayes Theorem Male Middle Aged Adult Machine Learning Kidney Transplantation Precision Medicine Female Humans
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Stress Testing of an Artificial Pancreas System With Pizza and Exercise Leads to Improvements in the System's Fuzzy Logic Controller.

Journal of diabetes science and technology Sep 14, 2015
BACKGROUND: Under controlled conditions, the Dose Safety artificial pancreas (AP) system controller, which utilizes "fuzzy logic" (FL) methodology to calculate and deliver appropriate insulin dosages based on changes in blood glucose, successfully ma...
Reproducibility of Results Young Adult Blood Glucose Self-Monitoring Insulin Adult Drug Dosage Calculations Treatment Outcome Time Factors Pancreas, Artificial Algorithms Male Stress, Physiological Fuzzy Logic Signal Processing, Computer-Assisted Dietary Fats Female Dietary Carbohydrates Predictive Value of Tests Exercise Diabetes Mellitus, Type 1 Materials Testing Insulin Infusion Systems Humans Equipment Design Blood Glucose Hypoglycemic Agents
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[Application of an interpretable neural network framework based on the LASSO-proj algorithm for warfarin dose prediction].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Dec 25, 2025
Warfarin, a classic oral anticoagulant, is characterized by a narrow therapeutic window and considerable interindividual variability in dosing requirements. This makes precise dose adjustment challenging in clinical practice and increases the risk of...
Pharmacogenetics Genotype Neural Networks, Computer Algorithms Drug Dosage Calculations Vitamin K Epoxide Reductases Anticoagulants Warfarin Humans
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AI-Assisted Application for Pediatric Drug Dosing.

Studies in health technology and informatics Nov 22, 2024
Technology in the medical field is continuously advancing due to its numerous subdomains and the ever-growing medical needs of people. Information systems have become integral to doctors' daily routines in patient care, offering flexibility and suppo...
Artificial Intelligence Machine Learning Humans Drug Dosage Calculations Natural Language Processing Romania Algorithms Pediatrics Drug Labeling Child
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