A machine learning approach to personalized dose adjustment of lamotrigine using noninvasive clinical parameters
出版年份 2021 全文链接
标题
A machine learning approach to personalized dose adjustment of lamotrigine using noninvasive clinical parameters
作者
关键词
-
出版物
Scientific Reports
Volume 11, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2021-03-10
DOI
10.1038/s41598-021-85157-x
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Applications of machine learning in decision analysis for dose management for dofetilide
- (2020) Andrew E. Levy et al. PLoS One
- Machine Learning Algorithm for Predicting Warfarin Dose in Caribbean Hispanics Using Pharmacogenetic Data
- (2020) Abiel Roche-Lima et al. Frontiers in Pharmacology
- How Machine Learning Will Transform Biomedicine
- (2020) Jeremy Goecks et al. CELL
- Machine learning in mental health: a scoping review of methods and applications
- (2019) Adrian B. R. Shatte et al. PSYCHOLOGICAL MEDICINE
- Personalizing dosing of risperidone, paliperidone and clozapine using therapeutic drug monitoring and pharmacogenetics
- (2019) Jose de Leon NEUROPHARMACOLOGY
- Effects of Comedication and Genetic Factors on the Population Pharmacokinetics of Lamotrigine: A Prospective Analysis in Chinese Patients With Epilepsy
- (2019) Zhan-zhang Wang et al. Frontiers in Pharmacology
- Comparison of risk models for mortality and cardiovascular events between machine learning and conventional logistic regression analysis
- (2019) Shinya Suzuki et al. PLoS One
- Optimizing Levothyroxine Dose Adjustment After Thyroidectomy With a Decision Tree
- (2019) Stephen S. Chen et al. JOURNAL OF SURGICAL RESEARCH
- Predicting breast cancer risk using personal health data and machine learning models
- (2019) Gigi F. Stark et al. PLoS One
- Comparison of machine learning algorithms for the identification of acute exacerbations in chronic obstructive pulmonary disease
- (2019) Chenshuo Wang et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Posaconazole Tablets in Real-Life Lung Transplantation: Impact on Exposure, Drug-Drug Interactions, and Drug Management in Lung Transplant Patients, Including Those with Cystic Fibrosis
- (2018) Manon Launay et al. ANTIMICROBIAL AGENTS AND CHEMOTHERAPY
- Interaction between ABCG2 421C>A polymorphism and valproate in their effects on steady-state disposition of lamotrigine in adults with epilepsy
- (2018) Iva Klarica Domjanović et al. BRITISH JOURNAL OF CLINICAL PHARMACOLOGY
- The application of machine learning techniques in the clinical drug therapy
- (2018) Huan-Yu Meng et al. Current Computer-Aided Drug Design
- Population pharmacokinetics of lamotrigine co-administered with valproic acid in Chinese epileptic children using nonlinear mixed effects modeling
- (2018) Shansen Xu et al. EUROPEAN JOURNAL OF CLINICAL PHARMACOLOGY
- Ensemble of machine learning algorithms using the stacked generalization approach to estimate the warfarin dose
- (2018) Zhiyuan Ma et al. PLoS One
- Localization of Ventricular Activation Origin from the 12-Lead ECG: A Comparison of Linear Regression with Non-Linear Methods of Machine Learning
- (2018) Shijie Zhou et al. ANNALS OF BIOMEDICAL ENGINEERING
- Lamotrigine as a mood stabilizer: insights from the pre-clinical evidence
- (2018) Aline Silva de Miranda et al. Expert Opinion on Drug Discovery
- Prediction of fatty liver disease using machine learning algorithms
- (2018) Chieh-Chen Wu et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Pharmacokinetic variability of valproate in women of childbearing age
- (2017) Cecilie Johannessen Landmark et al. EPILEPSIA
- Gene-environment interactions informing therapeutic approaches to cognitive and affective disorders
- (2017) Jake Rogers et al. NEUROPHARMACOLOGY
- Natural and Artificial Intelligence in Neurosurgery: A Systematic Review
- (2017) Joeky T Senders et al. NEUROSURGERY
- Consensus Guidelines for Therapeutic Drug Monitoring in Neuropsychopharmacology: Update 2017
- (2017) C. Hiemke et al. PHARMACOPSYCHIATRY
- Application of Machine-Learning Models to Predict Tacrolimus Stable Dose in Renal Transplant Recipients
- (2017) Jie Tang et al. Scientific Reports
- Machine learning applications for prediction of relapse in childhood acute lymphoblastic leukemia
- (2017) Liyan Pan et al. Scientific Reports
- Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards
- (2016) Matthew M. Churpek et al. CRITICAL CARE MEDICINE
- Specific OCT1 and ABCG2 polymorphisms are associated with Lamotrigine concentrations in Chinese patients with epilepsy
- (2016) Chun-Hong Shen et al. EPILEPSY RESEARCH
- Factors that influence the pharmacokinetics of lamotrigine in Japanese patients with epilepsy
- (2016) Kazuyuki Inoue et al. EUROPEAN JOURNAL OF CLINICAL PHARMACOLOGY
- Pharmacokinetic patterns of risperidone-associated adverse drug reactions
- (2016) Georgios Schoretsanitis et al. EUROPEAN JOURNAL OF CLINICAL PHARMACOLOGY
- Prediction of an Optimal Dose of Lamotrigine for Augmentation Therapy in Treatment-Resistant Depressive Disorder From Plasma Lamotrigine Concentration at Week 2
- (2016) Akifumi Nakamura et al. THERAPEUTIC DRUG MONITORING
- Revisiting Warfarin Dosing Using Machine Learning Techniques
- (2015) Ashkan Sharabiani et al. Computational and Mathematical Methods in Medicine
- Treatment non-adherence as a trigger for status epilepticus: An observational, retrospective study based on therapeutic drug monitoring
- (2015) Ingrid Anne Lie et al. EPILEPSY RESEARCH
- Beware of R2: Simple, Unambiguous Assessment of the Prediction Accuracy of QSAR and QSPR Models
- (2015) D. L. J. Alexander et al. Journal of Chemical Information and Modeling
- Application of Counter-propagation Artificial Neural Networks in Prediction of Topiramate Concentration in Patients with Epilepsy
- (2015) Marija Jovanovic et al. JOURNAL OF PHARMACY AND PHARMACEUTICAL SCIENCES
- Comparison of Nine Statistical Model Based Warfarin Pharmacogenetic Dosing Algorithms Using the Racially Diverse International Warfarin Pharmacogenetic Consortium Cohort Database
- (2015) Rong Liu et al. PLoS One
- Interactions between antiepileptic drugs and hormones
- (2015) Sigrid Svalheim et al. SEIZURE-EUROPEAN JOURNAL OF EPILEPSY
- Therapeutic Drug Monitoring of Levetiracetam and Lamotrigine
- (2015) Girish S. Naik et al. THERAPEUTIC DRUG MONITORING
- Nonadherence to treatment causing acute hospitalizations in people with epilepsy: An observational, prospective study
- (2014) Christian Samsonsen et al. EPILEPSIA
- Evaluation of bias, precision, robustness and runtime for estimation methods in NONMEM 7
- (2014) Åsa M. Johansson et al. JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS
- The impact of age on lamotrigine and oxcarbazepine kinetics: A historical cohort study
- (2013) Ilse Wegner et al. EPILEPSY & BEHAVIOR
- Machine Learning Methods Applied to Pharmacokinetic Modelling of Remifentanil in Healthy Volunteers: A Multi-Method Comparison
- (2013) MR Poynton et al. JOURNAL OF INTERNATIONAL MEDICAL RESEARCH
- Influence of Concomitant Antiepileptic Drugs on Plasma Lamotrigine Concentration in Adult Japanese Epilepsy Patients
- (2012) Yoshiaki Yamamoto et al. BIOLOGICAL & PHARMACEUTICAL BULLETIN
- Impact of age, weight and concomitant treatment on lamotrigine pharmacokinetics
- (2012) B. B. Brzaković et al. JOURNAL OF CLINICAL PHARMACY AND THERAPEUTICS
- HLA-B Alleles and Lamotrigine-Induced Cutaneous Adverse Drug Reactions in the Han Chinese Population
- (2011) Yi-Wu Shi et al. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now