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CPLLM: Clinical prediction with large language models.
Published 2024-12-01“…We compared our results to various baselines, including Retain and Med-BERT, the latter of which is the current state-of-the-art model for disease prediction using temporal structured EHR data. In addition, we also evaluated CPLLM's utility in predicting hospital readmission and compared our method's performance with benchmark baselines. …”
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1422
AI-Based Prediction of Warpage in Organic Substrates
Published 2025-01-01“…This study proposes an artificial intelligence (AI)-based method to predict the warpage behavior of organic substrates with diverse material and structural configurations. …”
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1423
On the Issue of Predicting Global Financial and Economic Crises
Published 2020-03-01“…The purpose of the article is to describe the most popular “new” crisis predictors and evaluate their predictive properties. The primary research method was monitoring the confirmation of signals supplied by predictors, indicators of macroeconomic dynamics based on retrospective data. …”
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1424
The Application of Machine Learning Models to Predict Stillbirths
Published 2025-03-01“…<i>Background and Objectives</i>: This study aims to evaluate the predictive value of comprehensive data obtained in obstetric clinics for the detection of stillbirth and the predictive ability set of machine learning models for stillbirth. …”
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1425
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1426
A Decreasing Horizon Model Predictive Control for Landing Reusable Launch Vehicles
Published 2025-01-01“…A novel approach to model predictive control (MPC) with a decreasing horizon is analysed for guiding and controlling reusable launch vehicles (RLVs) during powered descent phases. …”
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1427
Intraoperative predictive model for the detection of metastasis in non-sentinel axillary lymph nodes
Published 2022-04-01“…These parameters were progressively added according to the simplicity of their evaluation and their predictive value to detect metastasis in non-sentinel lymph-nodes. …”
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1428
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1429
Empowering nurse leaders: readiness for AI integration and the perceived benefits of predictive analytics
Published 2025-01-01“…Aim This study aims to assess the readiness of nursing leaders for AI integration and evaluate their perceptions of the benefits of AI-driven predictive analytics in healthcare. …”
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1430
A nomogram model for predicting risk factors and the outcome of skin ulcer
Published 2025-12-01“…Background Wound healing is a complex process, and numerous factors affect the healing of skin ulcers.Objectives In order to identify the factors associated with wound healing, it is necessary to establish a visualized predictive model for evaluating the risk factors of patients with skin ulcers and to validate its effectiveness.Methods A retrospective observational study was conducted on 453 patients with skin ulcers admitted to the Dermatology ward of the Army Medical Center (Daping Hospital) in Chongqing, China, from January 2011 to July 2022. …”
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1431
The predictive role of lung clearance index on FEV1 decline in cystic fibrosis
Published 2024-07-01“…This study aimed to define the predictive role of baseline LCI, along with other potential factors on the change in forced expiratory volume in one second (FEV1) during one-year follow-up in CF patients who had a percent predicted (pp) FEV1≥80. …”
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1432
Fear of negative evaluation biases social evaluation inference: evidence from a probabilistic learning task.
Published 2015-01-01“…We developed an instrumental learning task to model social evaluation learning, predicting that FNE would specifically bias learning about the self but not others.…”
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1433
Enhancing Strategic Partnerships in Higher Education: Developing and Implementing a Predictive Model
Published 2025-01-01“… The Predictive Strategic-Fit Model (PSFM) represents a transformative approach to forging successful industry-academia collaborations. …”
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1434
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1435
The state of the hemomicrocirculation system and predictive capacity of parameters characterizing it in patients with hypertensive nephropathy
Published 2015-12-01“…Today the diagnostics of microcirculatory disorders in patients with hypertensive nephropathy (HN) is an extremely important issue. Aim. To evaluate the functional state of hemomicrocirculatory (HMC) system and to analyze predictive capacity of parameters characterizing it in patients with essential hypertension (EH) of II stage accompanied with manifestations of nephropathy. …”
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1436
Predictive Modeling of the Hydrate Formation Temperature in Highly Pressurized Natural Gas Pipelines
Published 2024-10-01“…In this study, we aim to develop advanced machine learning regression models for the prediction of hydrate temperature based on the chemical composition of sweet gas mixtures. …”
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1437
Predictive Modeling of Urban Travel Demand Using Neural Networks and Regression Analysis
Published 2025-05-01“…Data collected from various user groups, including households and university students, provide a comprehensive understanding of local travel behavior. Four predictive modeling techniques, linear regression, Poisson regression, negative binomial regression, and artificial neural networks (ANNs), were applied to the dataset, followed by a comparative performance evaluation. …”
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1438
Subjective Global Assessment and Handgrip Strength as Predictive Factors in Patients with Liver Cirrhosis
Published 2017-01-01“…Malnutrition is common in patients with chronic liver disease. We aimed to evaluate malnutrition assessment tools in predicting severity and survival of patients with liver cirrhosis. …”
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1439
Predictive Value of Frailty on Outcomes of Patients With Cirrhosis: Systematic Review and Meta-Analysis
Published 2025-02-01“…However, no quantitative meta-analysis has evaluated the prognostic value of frailty in patients with cirrhosis. …”
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1440
The predictive and prognostic value of skeletal muscle mass in cancer patients with distant metastases
Published 2023-10-01“…After strict standardization, we aim to evaluate both the predictive and prognostic value of low muscle mass (LMM) in common cancer types for first-line chemotherapy.Methods: This retrospective single-center study was conducted in a regional hospital between 2015 and 2020. …”
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