prediction-model

Documents about prediction-model

• Integrated renal histopathology, RNA decay, and protein degradation signatures enhance post-mortem interval prediction using machine-learning models in a veterinary forensic rat model.#1039864NCBI PubMed Central
• Interpretable miRNA-based prediction model for early detection of pancreatic cancer: Development and cross-platform validation#152670PLOS
• Hybrid model based on fuzzy logic and classification trees for the prediction of mortality of critical trauma patients: Pre-hospital variables from the RETRAUCI registry.#185914NCBI PubMed Central
• Prédiction d’écoulement par de l'apprentissage profond basé sur les modèles reduits#187513HAL (France)
• Machine learning-based risk prediction model for postoperative acute kidney injury in surgical patients with chronic kidney disease (CKD): development, validation, and SHAP-based explainability.#220940NCBI PubMed Central
• Development and validation of an early prediction model for bee-sting-induced acute kidney injury using machine learning.#228214PubMed
• <b>Prediction of Postoperative Recurrence in Stage II–III Colorectal Cancer Using a Machine Learning Model Based on CCDC154 Expression and Clinicopathological Features</b>#264776Figshare
• Process-based assessment of wheat yield gap in Mediterranean rainfed conditions: Cultivar, nutrient, and sowing optimization#268468HAL (France)
• DeepMiRBP: A Hybrid Model for Predicting MicroRNA‑Protein Interactions Based on Transfer Learning and Cosine Similarity#272796DigitalCommons@University of Nebraska
• Advances in survival analyses: Machine learning methods and model comparison#299045Research Online
• Development and validation of a Random Forest prediction model integrating clinical and ultrasound radiomics features for microvascular invasion in hepatocellular carcinoma patients: a retrospective study.#368077NCBI PubMed Central
• A prediction model for mortality risk in melioidosis patients based on clinical and laboratory indicators: A single-center retrospective study#368461PLOS
• Construction and validation of a machine learning-based risk prediction model for venous thromboembolism in older adult patients: A multifactorial analysis of 28,231 cases.#388725NCBI PubMed Central
• Cohort profile: the Cohort for Risk Prediction Model Evaluation (CORE) for external validation of models identifying high-risk pregnant women in the early second trimester#445512Europe PMC
• Development and internal validation of an XGBoost-based prognostic prediction model and risk stratification system for overall survival in pediatric neuroblastoma: a SEER-based study.#452868NCBI PubMed Central
• Risk factors analysis and risk prediction model establishment for heterotopic ossification after open reduction and internal fixation of distal humeral fractures: a retrospective cohort study.#452874NCBI PubMed Central
• Sex-Specific Machine Learning Models to Predict Distant Metastasis in Liver Cancer#828147ClinicalTrials.gov
• CoPPer Study - Complications of Polycystic Ovary Syndrome (PCOS) Pregnancy: Evaluating Risk#832003ClinicalTrials.gov
• Development and Validation of Microbiota and Metabolite-based Prediction Model for Recurrence of High-risk Colorectal Polyps After Polypectomy#903895ClinicalTrials.gov
• Development of a nonlinear model for the prediction of response times of glucose affinity sensors using concanavalin A and dextran and the development of a differential osmotic glucose affinity sensor#957618Louisiana Tech Digital Commons
• A novel machine learning model of smartphone-based 1-minute sit-to-stand test for prediction of six-minute walk test distance in patients with COPD.#28252NCBI PubMed Central
• Multi-omics integration of molecular genetics, cytogenetics and immunophenotyping: a novel prognostic model for immune landscape characterization and outcome prediction in Chinese patients with acute myeloid leukemia.#199126NCBI PubMed Central
• Development of an artificial intelligence prediction model for moderate-to-severe COPD exacerbations using continuous multiple unobtrusive sensors: protocol of a multicentre prospective observational study.#265367NCBI PubMed Central
• Development of a prediction model for infant hospitalisation and death using clinical features assessed by community health workers during routine postnatal home visits in Dhaka, Bangladesh.#322960NCBI PubMed Central
• The Analysis of Risk Factors of Stroke-Associated Pneumonia in Patients with Acute Stroke Based on Lasso Regression and the Construction of a Nomogram Prediction Model.#371384NCBI PubMed Central
• Matbench Discovery - Model Predictions for Discovery#408485Figshare
• Development and internal-external validation of a machine learning-based risk prediction model for multidrug resistance in mechanically ventilated ICU patients with chronic obstructive pulmonary disease.#653414NCBI PubMed Central
• Development and validation of a nomogram to predict 28-day all-cause mortality in sepsis patients complicated by acute kidney injury#676376Europe PMC
• Bridging the local and the global: a physically constrained buoyancy--drag model for unified prediction of Rayleigh--Taylor and Richtmyer--Meshkov mixing widths across density ratios#822528arXiv (All)
• Deep learning-based CT model for non-invasive prediction of tertiary lymphoid structures in pancreatic cancer: a multicenter study with prospective validation in an immunochemotherapy cohort.#988407NCBI PubMed Central
• Development and internal validation of an intrapartum caesarean risk prediction model to guide rural obstetric transfer decisions: a population-based study using BORN Ontario data.#988741NCBI PubMed Central
• GOVERNED DECISION-INTELLIGENCE (GDI)#990489Zenodo (CERN)
• Prediction of tool-path and cycle time errors of CNC machining using a transformer-based deep learning model#1054547OKAYAMA UNIVERSITY SCIENTIFIC ACHIEVEMENT REPOSITORY
• Experimental evaluation and analytical prediction of effects of skin defect size on the long-term durability of bio-based balsa core sandwich structures#175760HAL (France)
• A simulation model of corporate finances: A study of the companies listed on Karachi stock exchange#499703Munich Personal RePEc Archive
• Finding Those in Needs for Antiretroviral: A Validation of an HIV Risk Prediction Model for Women Aged 15-49 Years and Evaluation of the Diagnostic Test Accuracy of Nucleic Acid Testing for HIV Early Infant Diagnosis#167688Harvard DASH
• Supporting Code and Data for "MAUSAM: An Observations-focused assessment of Global AI Weather Prediction Models During the South Asian Monsoon"#126986DataCite
• Supporting Code and Data for "MAUSAM: An Observations-focused assessment of Global AI Weather Prediction Models During the South Asian Monsoon"#126987DataCite
• Development and validation of a prediction model for severe disturbance of consciousness in patients with non-traumatic intracranial hemorrhage using albumin-corrected anion gap: A retrospective cohort study.#135682NCBI PubMed Central
• Standardized LDH-to-lymphocyte ratio improves early mortality prediction in severe fever with thrombocytopenia syndrome: A 15-day competing-risk bedside model#136444PLOS
• Standardized LDH-to-lymphocyte ratio improves early mortality prediction in severe fever with thrombocytopenia syndrome: A 15-day competing-risk bedside model#143000Unpaywall
• Construction and validation of a prediction model for graft failure in pediatric liver transplant recipients based on the APRI-ALBI score: a retrospective study of 289 cases.#174533NCBI PubMed Central
• Image 2_Prediction model for postoperative delirium risk in elderly hypertensive patients: machine learning-based development and validation.tif#249996Figshare
• Image 3_Prediction model for postoperative delirium risk in elderly hypertensive patients: machine learning-based development and validation.tif#249997Figshare
• Image 1_Prediction model for postoperative delirium risk in elderly hypertensive patients: machine learning-based development and validation.tif#249998Figshare
• The association between social risk profile and self-reported severe headache or migraine with all-cause mortality risk: A machine learning-based prediction model and interpretability analysis.#345181NCBI PubMed Central
• AI-driven dual-task prediction model for co-stratifying efficacy and toxicity in NSCLC immunotherapy#453110PLOS
• Right vEntricular Function Prediction mOdel to Identify pReterm infanTs With Early BronchoPulmonary Dysplasia.#916984ClinicalTrials.gov
• Agomelatine as augmentation therapy with second-generation antipsychotics for negative symptoms of schizophrenia: An open-label randomised clinical trial and electroencephalogram-derived model for treatment response prediction.#1001215NCBI PubMed Central
• Development and validation of an interpretable multi-task prediction model based on heart rate variability for discriminating depression, anxiety and psychiatric comorbidities: a machine learning-driven retrospective study.#9083NCBI PubMed Central