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Multimodal Visualization and Explainable Machine Learning–Driven Markers Enable Early Identification and Prognosis Prediction for Symptomatic Aortic Stenosis and Heart Failure With...
Published 2025-05-01“…A dual-phase feature selection process, combining least absolute shrinkage and selection operator logistic regression and the Boruta algorithm, was used to identify relevant variables from the multimodal dataset. …”
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Machine learning algorithms to predict feeding practices during diarrheal disease and its determinants among under-five children in East Africa
Published 2025-07-01“…The most significant determinants of increasing feeding practice were richest household, faculty delivery, use of modern contraception method, the number of children 3–5, women's employment status, maternal age is 25–34, having media exposure, and health-seeking decisions made by mothers were associated positively, whereas not using contraception, home delivery, the total number of children is large, and the sex of the household was male, which was associated negatively with feeding practice during diarrhea in East Africa.ConclusionMachine learning (ML) algorithms have provided valuable insights into the complex factors influencing feeding practices during diarrheal disease in under-five children in East Africa. …”
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The geriatric 5Ms, artificial intelligence, and Hannah Arendt’s critique: ethical reflections within contemporary gerontology
Published 2025-06-01“…The intersection of geriatrics, artificial intelligence (AI), and ethics presents a growing challenge in the field of aging medicine. The Geriatric 5Ms framework — Mind, Mobility, Medications, Multicomplexity, and Matters Most — guides current clinical practice in the approach to older patients. …”
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Hunter Syndrome: Clinical Case of Early Diagnostics
Published 2020-11-01“…Mucopolysaccharidosis type II (Hunter syndrome) diagnosis at the age of 12 months was based on common external manifestations, recurrent otitis and isolated osteoarticular system lesions without any other systems decompensations. …”
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Priority Load Management for Improving Supply Reliability of Critical Loads in Healthcare Facilities Under Highly Unreliable Grids
Published 2025-03-01“…Synthetic medical facility load profiles and blackout patterns are constructed to test the algorithm. The battery model was enhanced with the introduction of aging calculations spanning multiple years. …”
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European Efficiency Schemes for Domestic Gas Boilers: Estimation of Savings in Heating of Settlements
Published 2025-07-01“…The study applies a standardized algorithm used in European energy labeling schemes to calculate the seasonal efficiency of household gas boilers. …”
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Multi-objective optimization of sustainable cement-zeolite improved sand based on life cycle assessment and artificial intelligence [version 1; peer review: 1 approved, 2 approved...
Published 2024-04-01“…This study proposes a multi-objective optimization approach using back-propagation neural network (BPNN) to predict the mechanical strength, along with an adaptive geometry estimation-based multi-objective evolutionary algorithm (AGE-MOEA) to identify the best parameters for cement-zeolite-improved sand, filling a long-lasting research gap. …”
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A classification modeling approach for determining metabolite signatures in osteoarthritis.
Published 2018-01-01“…Multiple factors can help predict knee osteoarthritis (OA) patients from healthy individuals, including age, sex, and BMI, and possibly metabolite levels. …”
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Patient selection criteria for transcatheter implantation of aortic valve
Published 2023-12-01“…In this prospective study, the medical records of adult patients (from 18 years of age) who underwent surgical or transcatheter aortic valve replacement at the Heart Institute of the Ministry of Health of Ukraine, between 2018 and 2023 were analyzed. …”
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The main approaches to the diagnosis and treatment of osteoporosis
Published 2025-06-01“…The duration of anti-osteoporotic therapy depending on the medication used and the criteria for its effectiveness, as well as the algorithm for drug replacement in case of its ineffectiveness are considered.…”
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Antibacterial therapy of pyogenic liver abscesses
Published 2021-04-01“…To study the features of the microbial landscape, to develop an algorithm for antibacterial therapy in patients with pyogenic liver abscesses. …”
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COMORBID PATIENT IN GASTROENTEROLOGY: INDIVIDUAL APPROACH
Published 2018-03-01“…The choice of therapeutic-diagnostic algorithm was based on modern Russian and foreign recommendations. …”
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TREATMENT OPTIMIZATION OF KIDNEY RECIPIENTS WITH PRE-TRANSPLANT PROLONGED ANURIA
Published 2013-10-01“…Оptimize the treatment of patients with prolonged anuria kidney transplantation due to the introduction of the diagnostic algorithm and treatment of patients at risk. Materials and Methods. 145 renal transplant recipients who had surgery during the period from 2006 to 2011. …”
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Continuity of specialized care upon transfer of adolescents with epilepsy from a pediatric to adult outpatient service
Published 2020-01-01“…It is important to carefully watch any possible replacement of antiepileptic drugs (AEDs), which may affect the further course of epilepsy.Aim: to study the algorithms and procedures for bringing patients with epilepsy from a pediatric to adult outpatient practice, and also to evaluate the efficacy of therapy with synonymously replaced AEDs during this period.Materials and methods. …”
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Somatotropinoma - adult disease in childhood
Published 2024-09-01“…There were no complaints for a long time. An algorithm for clinical diagnosis is presented that logically substantiates the correct diagnosis and choice of treatment. …”
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Thyroid dysfunction as a long-term post-COVID-19 complication in mild-to-moderate COVID-19
Published 2023-03-01“…Therefore, thyroid function testing should be included in the follow-up algorithm of COVID-19 survivors.…”
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OSTEOPOROSIS TREATMENT ADHERENCE: RESULTS FROM A RETROSPECTIVE COHORT STUDY
Published 2019-09-01“…The investigation enrolled 150 women older than 50 years (mean age, 68.8±9.4 years) with OP duration of ≥3 years who had made an outpatient visit to the V.A. …”
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Thymic characteristics in patients with autoimmune diseases: a multicentre radiological observational studyResearch in context
Published 2025-07-01“…Notably, the subgroup for female patients of childbearing age (≤49 years) exhibited an especially prominent difference in thymic density (−16.23; 95% CI, −19.19 to −13.26; p < 0.0001 in all comparisons) and in the proportion of fatty replacement (85.37% vs 71.68%; p < 0.0001). …”
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