Search Results - Clinical algorithms
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141
Identification of immune-associated biomarkers in diagnosing allergic rhinitis
Published 2025-08-01“…Additionally, 5 machine-learning algorithms were integrated to screen for novel diagnostic biomarkers for AR. …”Background: Allergic rhinitis (AR), as a prevailing disease worldwide, is a common chronic inflammatory disease of the upper airway; however, its prognosis did not meet expectations of the general public. Regarding the importance of treatment for AR, biomarkers with high sensitivity and precision ar...
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142
Resolution of the consensus of the Russian Federation experts on the diagnosis and treatment of osteoarthritis, 2022
Published 2022-12-01“…However, due to the ambiguity of existing clinical guidelines, most experts note a number of difficulties in prescribing treatment for patients with OA.The resolution presents an agreed opinion of experts on the algorithms for managing patients with OA, starting from the primary level, with the gradual involvement of related specialists. …”Osteoarthritis (OA) is the most common joint disease due to the increasing life expectancy of the world's population. Every 2nd patient over the age of 50 suffers from knee or hip OA, and this is directly related to the increased burden on healthcare. Accumulated data on the comorbid profile of...
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143
Clinical Justification for Preliminary Thermal Exposure to Composite in the Treatment of Caries: Randomized Clinical Trial
Published 2023-08-01“…A randomized clinical trial enrolled 180 patients aged 18 to 45 years, diagnosed with dentin caries class I, according to Black (K02.1 in ICD). …”Background. Polymer composites have good aesthetic characteristics and pronounced physicochemical properties, as compared to traditional restorative materials such as amalgam. However, the polymerization reaction of composite material containing bismethacrylate group commonly used in clinical practi...
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144
Algorithm of the breast cancer complex treatment consider dynamics of the primary tumor immunophenotype
Published 2014-07-01“…The change of the immunophenotype of BC from primary tumor to local recurrence was studied. A treatment algorithm for local recurrent BC was developed in accordance with the above changes and the clinical form of a recurrent tumor.…”The study was undertaken to elaborate combination treatment tactics for local recurrences with regard to a change in the immunophenotypes of a primary tumor and locally advanced recurrence of breast cancer (BC). The change of the immunophenotype of BC from primary tumor to local recurrence was studi...
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145
XGBoost Algorithm for Cervical Cancer Risk Prediction: Multi-dimensional Feature Analysis
Published 2025-06-01“…This study is situated at the intersection of clinical oncology and computational intelligence, exploring the potential of gradient-boosting algorithms to overcome the limitations of conventional screening methodologies. …”Cervical cancer continues to pose a significant global health challenge, with early detection remaining the cornerstone for effective intervention. This study is situated at the intersection of clinical oncology and computational intelligence, exploring the potential of gradient-boosting algorithms...
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146
Algorithms for adult outpatient care of coronavirus disease 2019 (COVID-19) and its Assumption
Published 2021-07-01Get full textThe paper presents algorithms for adult outpatient care of coronavirus disease 2019 (COVID-19) and its assumption.
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147
A new algorithm to assess the risk of malignancy in premenopausal patients with pelvic mass
Published 2022-05-01Get full textObjective: to elaborate a new algorithm, based on serum CA125, HE4 and age, to assess the risk of malignancy in premenopausal patients with pelvic mass, which performs better than Risk of Ovarian Malignancy Algorithm (ROMA).Materials and methods. The training dataset included 284 premenopausal patie...
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148
Prognostic algorithm for early diagnosis of subcritical conditions as predictors of sudden cardiac death
Published 2024-08-01“…The basis is to improve the efficiency of predictive algorithms.Material and methods. This pilot, controlled, open-label, randomized, prospective clinical trial included 220 patients at risk of SCD and 150 patients without risk of SCD. …”Aim. To develop a method for early diagnosis of subcritical homeostasis disorders leading to sudden cardiac death (SCD). The basis is to improve the efficiency of predictive algorithms.Material and methods. This pilot, controlled, open-label, randomized, prospective clinical trial included 220 patie...
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149
Algorithm of diagnostics and surgical treatment of intervertebral disk hernias in lumbar and lumbosacral spine
Published 2017-09-01“…The algorithm includes clinical neurologic examination, complete blood count and biochemical blood test, electroneuromyography, densitometry, standard and functional spinal radiography, weight-bearing radiography, MSCT, MR1, and multisection CT myelography. …”The purpose of the research is substantiation of the choice of optimal surgical treatment for intervertebral disc hernias basing on the complex examination of patients. The authors worked out and introduced into practical healthcare the diagnostic algorithm for intervertebral disc raptures and const...
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150
THERAPEUTIC EYELIDS HYGIENE IN THE ALGORITHMS OF PREVENTION AND TREATMENT OF OCULAR SURFACE DISEASES. PART II
Published 2016-09-01“…There is an algorithm for the therapeutic care of eyelids and the basic mechanisms of action of this procedure. …”The second part of the article is focused on the issue of prevention and treatment of the most common clinical situations in which applicable therapeutic hygiene: seborrheic blepharitis; Staphylococcal blepharitis; Allergic blepharitis; barley and chalazion; prevention keratoconjunctival xerosis (du...
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151
Reactive Infectious Mucocutaneous Eruption (RIME): Narrative Review and Proposed Management Algorithm
Published 2025-07-01“…A proposed diagnostic and therapeutic algorithm is also provided to aid clinicians in clinical practice. …”Introduction: RIME is an emerging dermatologic condition marked by prominent mucositis with minimal skin involvement, often mimicking Stevens-Johnson syndrome. While initially linked to Mycoplasma pneumoniae, a broader range of infectious triggers is now recognized. Objectives: We present a narra...
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152
Antipsychotic-Induced Parkinsonism: A Risk Assessment Scale and Personalised Diagnosis Algorithm
Published 2025-04-01“…The risk assessment scale and the personalised diagnostic algorithm developed by the authors may be useful for practising neurologists, psychiatrists, and clinical pharmacologists. …”INTRODUCTION. Antipsychotic-induced parkinsonism (AIP) is an extrapyramidal adverse drug reaction (ADR) associated with antipsychotics (APs). Despite its classification as a non-serious ADR, AIP significantly decreases the quality of life in patients with schizophrenia spectrum disorders, which make...
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153
Deep Learning-Based Algorithm for the Classification of Left Ventricle Segments by Hypertrophy Severity
Published 2025-07-01“…In clinical practice, left ventricle hypertrophy (LVH) continues to pose a considerable challenge, highlighting the need for more reliable diagnostic approaches. …”In clinical practice, left ventricle hypertrophy (LVH) continues to pose a considerable challenge, highlighting the need for more reliable diagnostic approaches. This study aims to propose an automated framework for the quantification of LVH extent and the classification of myocardial segments accor...
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154
CHOICE OF OPTIMAL CLASSIFICATION AND TREATMENT ALGORITHM AT SUBAXIAL INJURIES OF THE CERVICAL SEGMENT OF SPINE
Published 2012-07-01“…The article presents the analysis of four most common classifications of subaxial injuries of cervical segment of spine. Clinical testing of treatment-tactical algorithm, presented, in the article was realized. …”The article presents the analysis of four most common classifications of subaxial injuries of cervical segment of spine. Clinical testing of treatment-tactical algorithm, presented, in the article was realized. Succession of the classification, with the choice of treatment tactics was showed.
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155
Heart failure with preserved ejection fraction: the role of diastolic stress test in diagnostic algorithms
Published 2021-03-01Get full textHeart failure (HF) with preserved ejection fraction (HFpEF) is currently the most common type of this condition, especially among elderly patients. Despite the preserved left ventricular (LV) and a moderate increase in natriuretic peptide, patients with HFpEF have the same out-of-hospital mortality...
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156
Optimization of the Algorithm for Choosing the Surgical Treatment of Anterior Recurrent Instability of the Shoulder Joint
Published 2021-06-01“…Preoperative examination largely determines the outcome of surgical treatment of this pathology.The aim of the study was to provide a clinical assessment of the developed algorithm for the surgical treatment of patients with recurrent anterior shoulder joint instability. …”Introduction. Chronic recurrent instability of the shoulder joint is a frequent outcome of conservative treatment oftraumatic dislocation of the shoulder (2.8–30 % of cases). Preoperative examination largely determines the outcome of surgical treatment of this pathology.The aim of the study was to p...
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157
Machine learning algorithm to predict in-hospital mortality after aneurysmal subarachnoid hemorrhage
Published 2024-12-01“…Machine learning (ML) methodology surpasses the traditional tools of statistical analysis in processing big data clinical datasets .Aim. To develop an ML algorithm of application of recurrent neural network to analyze clinical datasets of patients with aneurysmal subarachnoid hemorrhage (SAH).Materials and methods. …”Machine learning (ML) methodology surpasses the traditional tools of statistical analysis in processing big data clinical datasets .Aim. To develop an ML algorithm of application of recurrent neural network to analyze clinical datasets of patients with aneurysmal subarachnoid hemorrhage (SAH).Materi...
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158
An Algorithm of Infusion-transfusion Therapy and Nutritive Support of Victims with Severe Thermal Injury
Published 2005-04-01Get full textThe use of the authors’ algorithm of infusion-and-transfusion therapy in combination with nutritive support in victims with shock-induced burn injury within the first 24 hours of severe thermal injury ameliorates the signs of hypermetabolism, prevents protein depletion, provides a positive nitrogen...
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159
Statistical bayesian algorithm for processing thermographic images of the cow udder for diagnosing mastitis
Published 2023-08-01Get full textThe article presents results of our experiments carried out to study the invariance of the digital description of the imageThere in the paper is formulated a mathematical problem of multi-hypothetical detection of subclinical and clinical mastitis in dairy cows by the maximum values of udder tempera...
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160
Algorithm and criteria for forensic psychiatric assessment of psychotic states associated with drug use
Published 2025-06-01“…In order to develop criteria for forensic psychiatric assessment of drug-related psychotic states related to the period of a socially dangerous act, 26 male defendants in criminal cases were examined using the clinical and psychopathological method. The algorithm proposed as a result of the study includes the optimal sequence of solving all expert problems in criminal proceedings with the criteria for substantiating the decisions made. …”In order to develop criteria for forensic psychiatric assessment of drug-related psychotic states related to the period of a socially dangerous act, 26 male defendants in criminal cases were examined using the clinical and psychopathological method. The algorithm proposed as a result of the study in...
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