Search Results - "predictive performance"

A Comparison of AI and Population PK Models to Predict the Concentrations of Antiepileptic Drugs Using Therapeutic Drug Monitoring Records

Authors: Chung, Tae Kyu Lee, Howard

Source: Clinical and Translational Science. 18(10)

Subject Terms: 3214 Pharmacology and Pharmaceutical Sciences (for-2020), 32 Biomedical and Clinical Sciences (for-2020), Rare Diseases (rcdc), Networking and Information Technology R&D (NITRD) (rcdc), Orphan Drug (rcdc), Machine Learning and Artificial Intelligence (rcdc), 5.1 Pharmaceuticals (hrcs-rac), Generic health relevance (hrcs-hc), Humans (mesh), Anticonvulsants (mesh), Drug Monitoring (mesh), Models, Biological (mesh), Artificial Intelligence (mesh), Prohibitins (mesh), Male (mesh), Epilepsy (mesh), Female (mesh), Adult (mesh), Middle Aged (mesh), Valproic Acid (mesh), Phenytoin (mesh), Phenobarbital (mesh), Carbamazepine (mesh), Young Adult (mesh), artificial intelligence, population pharmacokinetic model, predictive performance, Humans (mesh), Epilepsy (mesh), Valproic Acid (mesh), Phenytoin (mesh), Phenobarbital (mesh), Carbamazepine (mesh), Anticonvulsants (mesh), Drug Monitoring (mesh), Models, Biological (mesh), Artificial Intelligence (mesh), Adult (mesh), Middle Aged (mesh), Female (mesh), Male (mesh), Young Adult (mesh), Prohibitins (mesh), artificial intelligence, population pharmacokinetic model, predictive performance, Humans (mesh), Anticonvulsants (mesh), Drug Monitoring (mesh), Models, Biological (mesh), Artificial Intelligence (mesh), Prohibitins (mesh), Male (mesh), Epilepsy (mesh), Female (mesh), Adult (mesh), Middle Aged (mesh), Valproic Acid (mesh), Phenytoin (mesh), Phenobarbital (mesh), Carbamazepine (mesh), Young Adult (mesh), 1102 Cardiorespiratory Medicine and Haematology (for), 1112 Oncology and Carcinogenesis (for), 1199 Other Medical and Health Sciences (for), General Clinical Medicine (science-metrix), 3201 Cardiovascular medicine and haematology (for-2020), 3214 Pharmacology and pharmaceutical sciences (for-2020)

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/9qj6q3pt
https://escholarship.org/content/qt9qj6q3pt/qt9qj6q3pt.pdf

Interpretability versus performance of analytical and neural-network-based permeability prediction models: Exploring separability, monotonicity, and dimensional consistency

Authors: Jansson, Erik Röding, Magnus

Source: Physical review. E. 111(4)

Subject Terms: Inverse problems, Microstructure, Interpretability, Monotonicity, Monotonics, Network-based, Neural-networks, Performance, Permeability prediction, Prediction modelling, Predictive performance, Spectra’s, article, human, machine learning, male, nerve cell network, permeability, porosity, prediction, predictive model, surface area, Microporous materials

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:ri:diva-78599
https://doi.org/10.1103/PhysRevE.111.045509

Optimization and prediction of corporate credit rating through advanced feature selection based on AI and deep learning

Authors: Jumanah Ahmed Darwish

Source: Alexandria Engineering Journal, Vol 127, Iss, Pp 586-594 (2025)

Subject Terms: Machine Learning, Predictive Performance, Corporate Credit Rating, Feature Selection, TA1-2040, Engineering (General). Civil engineering (General), Multiclass Classification

Access URL: https://doaj.org/article/efbf3a86b62a4fe99ac0f7f1dc857e63

Predictive performance and uncertainty analysis of ensemble models in gully erosion susceptibility assessment

Authors: Congtan Liu Haoming Fan Yixuan Wang

Source: International Soil and Water Conservation Research, Vol 13, Iss 2, Pp 319-333 (2025)

Subject Terms: Optimal feature datasets, Ensemble methods, Uncertainty analysis, Gully erosion susceptibility, TA1-2040, Engineering (General). Civil engineering (General), Predictive performance

Access URL: https://doaj.org/article/727d784478564e7d9cef8f343b1c77ed

Neural Networks for Insurance Pricing with Frequency and Severity Data: A Benchmark Study from Data Preprocessing to Technical Tariff

Authors: Freek Holvoet Katrien Antonio Roel Henckaerts et al.

Contributors: Freek Holvoet Katrien Antonio Roel Henckaerts et al.

Source: North American Actuarial Journal. 29:519-562

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, predictive performance, 1502 Banking, Finance and Investment, Social Sciences, interpretable machine learning, neural networks, Business, Finance, 1603 Demography, Machine Learning (cs.LG), FOS: Economics and business, model comparison, Business & Economics, 0102 Applied Mathematics, Risk Management (q-fin.RM), pricing, 3502 Banking, finance and investment, 4901 Applied mathematics, property and casualty insurance, embeddings, Quantitative Finance - Risk Management

Access URL: http://arxiv.org/abs/2310.12671
https://lirias.kuleuven.be/handle/20.500.12942/727853

Performance assessment of Bayesian meta-analytic predictive model on kdr mutation in insecticide-resistant malarial vectors in sub-Saharan Africa

Authors: Eze Frank Ahuekwe Damilare Isaiah Taiwo

Source: Malaria Journal, Vol 24, Iss 1, Pp 1-14 (2025)

Subject Terms: Predictive performance, Bayesian modelling, L1014F, L1014S, Pyrethroid resistance, Arctic medicine. Tropical medicine, RC955-962, Infectious and parasitic diseases, RC109-216

File Description: electronic resource

Relation: https://doaj.org/toc/1475-2875

Access URL: https://doaj.org/article/0ff521a1850b4ffaae6a301099b657db

Accurate AQI forecasting in a high-altitude city using a simulated CVOCA-BiLSTM hybrid model: a case study of Lhasa, Tibet

Authors: Fangjing Xiao Xiaomei Cui Guibin Jiang et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-17 (2025)

Subject Terms: AQI forecasting, CVOCA-BiLSTM hybrid model, Exceptional predictive performance, Tibet, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/64916e42b1f94431ad308f0708b6ca22

A-calibration: assessment of prediction models for survival data under censoring

Authors: Mikkel Runason Simonsen Rasmus Plenge Waagepetersen

Source: BMC Medical Research Methodology, Vol 25, Iss 1, Pp 1-10 (2025)

Subject Terms: Calibration, Predictive performance, Survival analysis, Random censoring, Goodness-of-fit testing, Probability integral transform, Medicine (General), R5-920

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2288

Access URL: https://doaj.org/article/4b15d6d32ac54431b540a16701ea849f

Drift or Déjà Vu? Detecting True Concept Drift Amid Seasonal Patterns in Time-Series Data

Authors: Palaré, Teresa Sena Rodrigues António, Nuno Miguel da Conceição RUN

Contributors: Palaré, Teresa Sena Rodrigues António, Nuno Miguel da Conceição RUN

Subject Terms: Concept drift, Seasonality, Drift detection, XGBoost, Time-series forecasting, Feature importance, Predictive performance, SDG 8 - Decent work and economic growth, SDG 9 - Industry, innovation and infrastructure, Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação

File Description: application/pdf

Availability: http://hdl.handle.net/10362/190975

Advancing data-driven decision-making processes using big data analytics in procurement, production and distribution networks

Authors: Adesola, Oluwakemi Taiwo, Itunu Adeyemi, Damilola David et al.

Source: World Journal of Advanced Research and Reviews. 25:912-922

Subject Terms: Big Data Decision-Making, Operational Network Intelligence, Supply Chain Analytics, Predictive Performance Management, Procurement Optimization, Technological Transformation

Statistical models versus machine learning approach for competing risks in proctological surgery

Authors: Romano, Lucia Manno, Andrea Rossi, Fabrizio et al.

Source: Updates Surg

Subject Terms: Male, Models, Statistical, Competing risks, Logistic regression, Predictive performance, Supervised machine learning, Decision Trees, Middle Aged, Risk Assessment, Hemorrhoids, Machine Learning, Logistic Models, Postoperative Complications, Elective Surgical Procedures, Humans, Original Article, Female, Aged

File Description: application/pdf

Access URL: https://pubmed.ncbi.nlm.nih.gov/39862313

Data Compactness Versus Prediction Performance: Achieving Both by Pruning Redundant Samples With Dominant Patterns and Hamming Distance Based Sampling Scheme

Authors: Abdul Majeed Seong Oun Hwang

Source: IEEE Access, Vol 13, Pp 79655-79677 (2025)

Subject Terms: machine learning, training data, predictive performance, sample pruning, Electrical engineering. Electronics. Nuclear engineering, Data diversity, TK1-9971

Access URL: https://doaj.org/article/3895fdf40dd744939d8329035bb3fd85

Predicting the Liquid Steel End-Point Temperature during the Vacuum Tank Degassing Process Using Machine Learning Modeling

Authors: Vita, Roberto Carlsson, Leo Samuelsson, Peter

Source: Processes. 12(7)

Subject Terms: machine learning, model stability, predictive performance, secondary metallurgy, statistical modeling, temperature prediction, vacuum tank degasser

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Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-351696
https://doi.org/10.3390/pr12071414

VoStackSDD: A Novel Ensemble Technique for Software Defect Density Prediction

Authors: Jasmeet Kaur Arvinder Kaur Kamaldeep Kaur

Source: Journal of Communications Software and Systems, Vol 21, Iss 3, Pp 306-316 (2025)

Subject Terms: software defect density prediction, vostack regressor, ensemble modeling, feature selection, predictive performance, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://jcoms.fesb.unist.hr/10.24138/jcomss-2025-0006/; https://doaj.org/toc/1845-6421; https://doaj.org/toc/1846-6079

Access URL: https://doaj.org/article/4c9ab803df7b48f6b2b57583924c6e9a

Evaluation of Four Semi‐Mechanistic Models for Predicting Glycemic Control With a Glucagon Receptor Antagonist in People With Type 2 Diabetes

Authors: Austin Yue Feng Tan Karen Schneck Parag Garhyan et al.

Source: CPT: Pharmacometrics & Systems Pharmacology, Vol 14, Iss 8, Pp 1381-1390 (2025)

Subject Terms: glucagon receptor antagonist, HbA1c, pharmacometrics, predictive performance, type 2 diabetes, Therapeutics. Pharmacology, RM1-950

File Description: electronic resource

Relation: https://doaj.org/toc/2163-8306

Access URL: https://doaj.org/article/71735bd7390a4dc9a2744b182690f353

Endothelial activation and stress index for prediction of mortality in asthma

Authors: Yili He Yang Li Yuan Xiaojin et al.

Source: Front Med (Lausanne)
Frontiers in Medicine, Vol 12 (2025)

Subject Terms: Medicine (General), R5-920, 28-day mortality, predictive performance, Medicine, 60-day mortality, asthma, endothelial activation and stress index

Access URL: https://doaj.org/article/309bd17f8f694d9a83018589f0a264c1

Analyzing the posterior predictive capability and usability of landslide susceptibility maps: a case of Kerala, India

Authors: Pareek, Tanuj Bhuyan, Kushanav van Westen, Cees et al.

Source: Landslides. 22:655-670

Subject Terms: Landslide, Predictive performance, Purpose, Reliability, Susceptibility

File Description: application/pdf

Access URL: https://hdl.handle.net/11577/3541511
https://doi.org/10.1007/s10346-024-02389-4

Application value of different frailty assessment tools in older patients undergoing major abdominal surgery

Authors: Junli You Xuepiao Chen Yu Rong et al.

Source: Experimental Gerontology, Vol 209, Iss , Pp 112852- (2025)

Subject Terms: Frailty, Aged, Diagnostic performance, Predictive performance, Medicine, Biology (General), QH301-705.5

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S0531556525001810; https://doaj.org/toc/1873-6815

Access URL: https://doaj.org/article/415f2a4c44c34a19bb9536e1d966de5e

Leveraging LIME for Trustworthy Apple Quality Assessment

Authors: İsmail Kırbaş Ahmet Çifci

Source: Platform, a Journal of Engineering, Vol 9, Iss 2, Pp 23-29 (2025)

Subject Terms: apple quality, agricultural, convolutional neural networks, machine learning, predictive performance, quality assessment, Engineering (General). Civil engineering (General), TA1-2040, Technology (General), T1-995

File Description: electronic resource

Relation: https://mysitasi.mohe.gov.my/uploads/get-media-file?refId=5d4fd767-93f0-49f4-9330-76f014e34ab2; https://doaj.org/toc/2636-9877

Access URL: https://doaj.org/article/6d339d3f03384d19b7204442ba50cb96

A Proposed Methodology to Evaluate Machine Learning Models at Near-Upper-Bound Predictive Performance—Some Practical Cases from the Steel Industry

Authors: Carlsson, Leo Samuelsson, Peter

Source: Processes. 11(12)

Subject Terms: electric arc furnace, ladle refining furnace, machine learning, predictive performance, secondary metallurgy, stability, statistical modeling, vacuum tank degasser

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-342150
https://doi.org/10.3390/pr11123447