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Advanced Search Results For "DECISION trees"

1 - 10 of 33,404 results for
 "DECISION trees"
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Processing Decision Tree Data Using Internet of Things (IoT) and Artificial Intelligence Technologies with Special Reference to Medical Application.

Publication Type:Academic Journal

Source(s):BioMed research international [Biomed Res Int] 2022 Jun 28; Vol. 2022, pp. 8626234. Date of Electronic Publication: 2022 Jun 28 (Print Publication: 2022).

Abstract:Alternative methods are available for a wide range of medical conditions. Idealistically, doctors would have a tool that would analyse their patients' symptoms and suggest the most accurate diagnosis and treatment plan. Artificial intelligence uses dec...

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An open-access database of infectious disease transmission trees to explore superspreader epidemiology.

Publication Type:Academic Journal

Source(s):PLoS biology [PLoS Biol] 2022 Jun 22; Vol. 20 (6), pp. e3001685. Date of Electronic Publication: 2022 Jun 22 (Print Publication: 2022).

Abstract:Historically, emerging and reemerging infectious diseases have caused large, deadly, and expensive multinational outbreaks. Often outbreak investigations aim to identify who infected whom by reconstructing the outbreak transmission tree, which visualiz...

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Heart team 2.0: A decision tree for minimally invasive and hybrid myocardial revascularization.

Publication Type:Academic Journal

Source(s):Trends in cardiovascular medicine [Trends Cardiovasc Med] 2021 Aug; Vol. 31 (6), pp. 382-391. Date of Electronic Publication: 2020 Jul 24.

Abstract:Recent years have seen an important shift in the target population for myocardial revascularization. Patients are increasingly presenting with more complex coronary artery disease (CAD), but also with multiple comorbidities and frailty. At the same tim...

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COPD profiles and treatable traits using minimal resources: identification, decision tree and stability over time.

Publication Type:Academic Journal

Source(s):Respiratory research [Respir Res] 2022 Feb 14; Vol. 23 (1), pp. 30. Date of Electronic Publication: 2022 Feb 14.

Abstract:Background and Objective: Profiles of people with chronic obstructive pulmonary disease (COPD) often do not describe treatable traits, lack validation and/or their stability over time is unknown. We aimed to identify COPD profiles and their treatable t...

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Acute exacerbation of rheumatoid arthritis-associated interstitial lung disease: mortality and its prediction model.

Publication Type:Academic Journal

Source(s):Respiratory research [Respir Res] 2022 Mar 11; Vol. 23 (1), pp. 57. Date of Electronic Publication: 2022 Mar 11.

Abstract:Background: Patients with rheumatoid arthritis-associated interstitial lung disease (RA-ILD), like those with idiopathic pulmonary fibrosis (IPF), might develop an unexpected acute exacerbation (AE)-a rapidly progressing and deadly respiratory decline....

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Two Symptoms to Triage Acute Concussions: Using Decision Tree Modeling to Predict Prolonged Recovery After a Concussion.

Publication Type:Academic Journal

Source(s):American journal of physical medicine & rehabilitation [Am J Phys Med Rehabil] 2022 Feb 01; Vol. 101 (2), pp. 135-138.

Abstract:Objective: The objective was to examine the 22 variables from the Sport Concussion Assessment Tool's 5th Edition Symptom Evaluation using a decision tree analysis to identify those most likely to predict prolonged recovery after a sport-related concuss...

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Clinical decision support system for early detection of Alzheimer's disease using an enhanced gradient boosted decision tree classifier.

Publication Type:Academic Journal

Source(s):Health informatics journal [Health Informatics J] 2022 Jan-Mar; Vol. 28 (1), pp. 14604582221082868.

Abstract:Alzheimer's disease (AD) is one of the most common forms of dementia contributing to more than 70% of the cases. The factors accounting for the cause and progression of neurodegenerative diseases like AD are primarily genetic, in addition to life style...

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Gemelli decision tree Algorithm to Predict the need for home monitoring or hospitalization of confirmed and unconfirmed COVID-19 patients (GAP-Covid19): preliminary results from a retrospective cohort study.

Publication Type:Academic Journal

Source(s):European review for medical and pharmacological sciences [Eur Rev Med Pharmacol Sci] 2021 Mar; Vol. 25 (6), pp. 2785-2794.

Abstract:Objective: To develop a deep learning-based decision tree for the primary care setting, to stratify adult patients with confirmed and unconfirmed coronavirus disease 2019 (COVID-19), and to predict the need for hospitalization or home monitoring.Patien...

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Risk factors for the accuracy of the initial diagnosis of malaria cases in China: a decision-tree modelling approach.

Publication Type:Academic Journal

Source(s):Malaria journal [Malar J] 2022 Jan 07; Vol. 21 (1), pp. 11. Date of Electronic Publication: 2022 Jan 07.

Abstract:Background: Early accurate diagnosis and risk assessment for malaria are crucial for improving patients' terminal prognosis and preventing them from progressing to a severe or critical stage. This study aims to describe the accuracy of the initial diag...

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Decision tree-based identification of Staphylococcus aureus via infrared spectral analysis of ambient gas.

Publication Type:Academic Journal

Source(s):Analytical and bioanalytical chemistry [Anal Bioanal Chem] 2022 Jan; Vol. 414 (2), pp. 1049-1059. Date of Electronic Publication: 2021 Oct 23.

Abstract:In this study, eight types of bacteria were cultivated, including Staphylococcus aureus. The infrared absorption spectra of the gas surrounding cultured bacteria were recorded at a resolution of 0.5 cm -1 over the wavenumber range of 7500-500 cm -1 . F...

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