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Cureus Sep 2023Artificial intelligence (AI) has been cited as being helpful in the diagnosis of diseases, the prediction of prognoses, and the development of patient-specific... (Review)
Review
Artificial intelligence (AI) has been cited as being helpful in the diagnosis of diseases, the prediction of prognoses, and the development of patient-specific therapeutic strategies. AI can help dentists, in particular, when they need to make important judgments quickly. It can eliminate human mistakes in making decisions, resulting in superior and consistent medical treatment while lowering the workload on dentists. The existing studies relevant to the study and application of AI in the diagnosis of various forms of mouth ulcers are reviewed in this work. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) standards were followed in the preparation of the review. There were no rule violations, with the significant exception of the use of a better search method that led to more accurate findings. Using search terms mainly such as AI, oral health, oral ulcers, oral herpes simplex, oral lichen planus, pemphigus vulgaris, recurrent aphthous ulcer (RAU), oral cancer, premalignant and malignant disorders, etc., a comprehensive search was carried out in the reliable sources of literature, namely PubMed, Scopus, Embase, Web of Science, Ovid, Global Health, and PsycINFO. For all papers, exhaustive searches were done using inclusion criteria as well as exclusion criteria between June 28, 2018, and June 28, 2023. An AI framework for the automatic categorization of oral ulcers from oral clinical photographs was developed by the authors, and it performed satisfactorily. The newly designed AI model works better than the current convolutional neural network image categorization techniques and shows a fair level of precision in the classification of oral ulcers. However, despite being useful for identifying oral ulcers, the suggested technique needs a broader set of data for validation and training purposes before being used in clinical settings. Automated OCSCC identification using a deep learning-based technique is a quick, harmless, affordable, and practical approach to evaluating the effectiveness of cancer treatment. The categorization and identification of RAU lesions through the use of non-intrusive oral pictures using the previously developed ResNet50 and YOLOV algorithms demonstrated better accuracy as well as adequate potential for the future, which could be helpful in clinical practice. Moreover, the most reliable projections for the likelihood of the presence or absence of RAU were made by the optimized neural network. The authors also discovered variables associated with RAU that might be used as input information to build artificial neural networks that anticipate RAU.
PubMed: 37842407
DOI: 10.7759/cureus.45187 -
Journal of Market Access & Health Policy 2022Deliberative processes in Health Technologies Assessment (HTA) result in recommendations that determine the reimbursement of medicines, diagnostics or devices. These... (Review)
Review
OBJECTIVES
Deliberative processes in Health Technologies Assessment (HTA) result in recommendations that determine the reimbursement of medicines, diagnostics or devices. These processes are governed by explicit criteria, but are also influenced by implicit factors. The objective of this work was to identify the implicit factors influencing HTA deliberative processes in five European countries (France, Germany, Italy, Spain and the UK).
METHODS
A systematic review of literature published between 2009 and 2019 was conducted. The search was performed in Pubmed, The Cochrane Database of Systematic Reviews, Google Scholar and Center for Reviews and Dissemination. The ISPOR database was searched manually.
RESULTS
Out of 100 eligible publications, eight articles were selected for data extraction and analysis. The implicit factors in the HTA deliberative process most frequently mentioned in the identified literature are value judgments, biases, preferences and subjectivity. Five out of the eight articles highlight the need to further improve the transparency of the process, and three provide recommendations on how to address the influence of implicit factors on the HTA deliberative process through a framework.
CONCLUSION
Even in countries with a long HTA history, evidence on implicit factors is scarce. Some methods have been recommended for addressing these factors. Further research is required to characterize the implicit factors in the HTA deliberative process at a country level and explore potential ways to mitigate the influence of these factors on the HTA deliberative process.
PubMed: 35811835
DOI: 10.1080/20016689.2022.2094047 -
Frontiers in Psychology 2022The literature suggests that the moral sense is based on innate abilities. In fact, it has been shown that children show the capacity for moral discernment, emotions and...
The literature suggests that the moral sense is based on innate abilities. In fact, it has been shown that children show the capacity for moral discernment, emotions and prosocial motivations from an early age. However, the moral sense is a complex construct of an evolutionary and social nature that evolves under the influence of interpersonal relationships. The emergence and development of moral sense is a challenge that has prompted many research studies with the aim of achieving a clear comprehension of moral development. However, success has been scarce, and studies relevant to this subject are limited. Thus, a systematic review of studies relevant to this topic was conducted to clearly establish how moral sense emerges and develops. An Ovid search was conducted to retrieve relevant items for this systematic review. The databases that were electronically visited are Cross-reference, Google Scholar and PubMed. Strict inclusion and exclusion criteria were imposed on the retrieved items to retain only relevant resources. Twenty-six studies were found valid for inclusion in this systematic review. The results of these studies were presented differently: In order to effectively analyze the selected papers and bring out the results more clearly, a categorization of the approaches adopted in the studies was carried out. The approaches identified were: "Natural Moral Sense," "Social Relationships and Moral Development," and "Environmental Factors and Moral Development." The evidence that emerged from the analysis of the papers was collected to produce a general basic model that explains moral development while also serving as a link between the various studies. First, moral sense is found to be innate in humans; individuals can naturally respond morally to various dilemmas. As seen among children and young infants, moral sense naturally exists. Second, it can be socially nurtured through social interactions and exposure to various environmental factors. Various research studies were reviewed in this systematic review to obtain a consensus on how moral sense emerges and develops. From the systematic review, the moral sense is found to be innate. However, moral development is fostered by social interactions and environmental factors.
PubMed: 35615195
DOI: 10.3389/fpsyg.2022.887537 -
The Journal of Asthma : Official... Jun 2022Previous studies have reported a correlation between coronavirus disease-2019 (COVID-19) and asthma. However, data on whether asthma constitutes a risk factor for... (Meta-Analysis)
Meta-Analysis
OBJECTIVE
Previous studies have reported a correlation between coronavirus disease-2019 (COVID-19) and asthma. However, data on whether asthma constitutes a risk factor for COVID-19 and the prevalence of asthma in COVID-19 cases still remain scant. Here, we interrogated and analyzed the association between COVID-19 and asthma.
METHODS
In this study, we systematically searched PubMed, Embase, and Web of Science databases for studies published between January 1 and August 28, 2020. We included studies that reported the epidemiological and clinical features of COVID-19 and its prevalence in asthma patients. We excluded reviews, animal trials, single case reports, small case series and studies evaluating other coronavirus-related illnesses. Raw data from the studies were pooled into a meta-analysis.
RESULTS
We analyzed findings from 18 studies, including asthma patients with COVID-19. The pooled prevalence of asthma in COVID-19 cases was 0.08 (95% CI, 0.06-0.11), with an overall I of 99.07%, < 0.005. The data indicated that asthma did not increase the risk of developing severe COVID-19 (odds ratio [OR] 1.04 (95% CI, 0.75-1.46) = 0.28; I=20%). In addition, there was no significant difference in the incidence of asthma with age in COVID-19 infections [OR] 0.77(95% CI, 0.59-1.00) = 0.24; =29%).
CONCLUSION
Taken together, our data suggested that asthma is not a significant risk factor for the development of severe COVID-19.
Topics: Asthma; COVID-19; Humans; Prevalence; Risk Factors; SARS-CoV-2
PubMed: 33863266
DOI: 10.1080/02770903.2021.1917603 -
International Journal of Pediatrics &... Sep 2021The Gulf Cooperation Council (GCC), with a predominant 'youth bulge' among its 54 million people, has witnessed an exponential increase in research pertinent to child... (Review)
Review
BACKGROUND
The Gulf Cooperation Council (GCC), with a predominant 'youth bulge' among its 54 million people, has witnessed an exponential increase in research pertinent to child and adolescent mental health (CAMH). Aside from a few narrative reviews, to date, no critical appraisal examining the magnitude of CAMH has emerged from this region.
AIMS
This study aimed to report the prevalence rates of CAMH disorders in the GCC through a systematic review of the existing literature followed by a meta-analysis.
METHODS
A systematic review of the literature from the six GCC countries (Bahrain, Kuwait, Oman, Qatar, Saudi Arabia, and the United Arab Emirates) was conducted. The databases used included Scopus, ProQuest, Pubmed, and a final check was performed on Google Scholar to account for any remaining studies that may have still been under review. Meta analytic techniques were then used to estimate prevalence rates of each specific mental disorder, i.e. ADHD, depression, anxiety, stress, eating disorders, and tobacco use disorder.
RESULTS
A total of 33 studies from the six countries were included. The pooled prevalence of ADHD as per the Vanderbilt ADHD Diagnostic Rating Scale , clinical judgments, (ADDES), and the (SDQ) was found to be 13.125%, 13.38%, 26.135%, and 12.83%, respectively. The pooled prevalence of depressive symptoms solicited by the Patient Health Questionnaire (PHQ-9), (DASS), and Mini-International Neuropsychiatric Interview for Children and Adolescents (MINI Kid) was 44.684%, 45.09%, and 26.12%, respectively. The pooled prevalence of anxiety according to the DASS and the MINI Kid was 57.04% and 17.27%, respectively, while the pooled prevalence of stress as per the DASS was found to be 43.15%. The pooled prevalence of disordered eating solicited by the Eating Attitudes Test (EAT-26) was 31.55%. Lastly, the pooled prevalence of tobacco use disorder per the Global Youth Tobacco Survey was 19.39%.
DISCUSSION
To date, this is the first systematic review and meta-analysis of its kind from the GCC. The prevalence rate of CAMH disorders appears to be in the upper range of international trends. The higher rates could be attributed to the existing studies using suboptimal methodological approaches and instruments to solicit the presence of CAMH.
PubMed: 34350324
DOI: 10.1016/j.ijpam.2021.04.002 -
Surgery Aug 2020Surgical patients incur preventable harm from cognitive and judgment errors made under time constraints and uncertainty regarding patients' diagnoses and predicted...
BACKGROUND
Surgical patients incur preventable harm from cognitive and judgment errors made under time constraints and uncertainty regarding patients' diagnoses and predicted response to treatment. Decision analysis and techniques of reinforcement learning theoretically can mitigate these challenges but are poorly understood and rarely used clinically. This review seeks to promote an understanding of decision analysis and reinforcement learning by describing their use in the context of surgical decision-making.
METHODS
Cochrane, EMBASE, and PubMed databases were searched from their inception to June 2019. Included were 41 articles about cognitive and diagnostic errors, decision-making, decision analysis, and machine-learning. The articles were assimilated into relevant categories according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews guidelines.
RESULTS
Requirements for time-consuming manual data entry and crude representations of individual patients and clinical context compromise many traditional decision-support tools. Decision analysis methods for calculating probability thresholds can inform population-based recommendations that jointly consider risks, benefits, costs, and patient values but lack precision for individual patient-centered decisions. Reinforcement learning, a machine-learning method that mimics human learning, can use a large set of patient-specific input data to identify actions yielding the greatest probability of achieving a goal. This methodology follows a sequence of events with uncertain conditions, offering potential advantages for personalized, patient-centered decision-making. Clinical application would require secure integration of multiple data sources and attention to ethical considerations regarding liability for errors and individual patient preferences.
CONCLUSION
Traditional decision-support tools are ill-equipped to accommodate time constraints and uncertainty regarding diagnoses and the predicted response to treatment, both of which often impair surgical decision-making. Decision analysis and reinforcement learning have the potential to play complementary roles in delivering high-value surgical care through sound judgment and optimal decision-making.
Topics: Attitude to Health; Clinical Decision-Making; Decision Making, Shared; Decision Support Techniques; Decision Trees; Electronic Health Records; Humans; Machine Learning; Numbers Needed To Treat; Patient Preference; Patient-Centered Care; Surgical Procedures, Operative
PubMed: 32540036
DOI: 10.1016/j.surg.2020.04.049 -
The Cochrane Database of Systematic... Apr 2023Neovascular glaucoma (NVG) is a potentially blinding, secondary glaucoma. It is caused by the formation of abnormal new blood vessels, which prevent normal drainage of... (Review)
Review
BACKGROUND
Neovascular glaucoma (NVG) is a potentially blinding, secondary glaucoma. It is caused by the formation of abnormal new blood vessels, which prevent normal drainage of aqueous from the anterior segment of the eye. Anti-vascular endothelial growth factor (anti-VEGF) medications are specific inhibitors of the primary mediators of neovascularization. Studies have reported the effectiveness of anti-VEGF medications for the control of intraocular pressure (IOP) in NVG.
OBJECTIVES
To assess the effectiveness of intraocular anti-VEGF medications, alone or with one or more types of conventional therapy, compared with no anti-VEGF medications for the treatment of NVG.
SEARCH METHODS
We searched CENTRAL (which contains the Cochrane Eyes and Vision Trials Register); MEDLINE; Embase; PubMed; and LILACS to 19 October 2021; metaRegister of Controlled Trials to 19 October 2021; and two additional trial registers to 19 October 2021. We did not use any date or language restrictions in the electronic search for trials.
SELECTION CRITERIA
We included randomized controlled trials (RCTs) of people treated with anti-VEGF medications for NVG.
DATA COLLECTION AND ANALYSIS
Two review authors independently assessed the search results for trials, extracted data, and assessed risk of bias, and the certainty of the evidence. We resolved discrepancies through discussion.
MAIN RESULTS
We included five RCTs (356 eyes of 353 participants). Each trial was conducted in a different country: two in China, and one each in Brazil, Egypt, and Japan. All five RCTs included both men and women; the mean age of participants was 55 years or older. Two RCTs compared intravitreal bevacizumab combined with Ahmed valve implantation and panretinal photocoagulation (PRP) with Ahmed valve implantation and PRP alone. One RCT randomized participants to receive an injection of either intravitreal aflibercept or placebo at the first visit, followed by non-randomized treatment according to clinical findings after one week. The remaining two RCTs randomized participants to PRP with and without ranibizumab, one of which had insufficient details for further analysis. We assessed the RCTs to have an unclear risk of bias for most domains due to insufficient information to permit judgment. Four RCTs examined achieving control of IOP, three of which reported our time points of interest. Only one RCT reported our critical time point at one month; it found that the anti-VEGF group had a 1.3-fold higher chance of achieving control of IOP at one month (RR 1.32, 95% 1.10 to 1.59; 93 participants) than the non-anti-VEGF group (low certainty of evidence). For other time points, one RCT found a three-fold greater achievement in control of IOP in the anti-VEGF group when compared with the non-anti-VEGF group at one year (RR 3.00; 95% CI:1.35 to 6.68; 40 participants). However, another RCT found an inconclusive result at the time period ranging from 1.5 years to three years (RR 1.08; 95% CI: 0.67 to 1.75; 40 participants). All five RCTs examined mean IOP, but at different time points. Very-low-certainty evidence showed that anti-VEGFs were effective in reducing mean IOP by 6.37 mmHg (95% CI: -10.09 to -2.65; 3 RCTs; 173 participants) at four to six weeks when compared with no anti-VEGFs. Anti-VEGFs may reduce mean IOP at three months (MD -4.25; 95% CI -12.05 to 3.54; 2 studies; 75 participants), six months (MD -5.93; 95% CI -18.13 to 6.26; 2 studies; 75 participants), one year (MD -5.36; 95% CI -18.50 to 7.77; 2 studies; 75 participants), and more than one year (MD -7.05; 95% CI -16.61 to 2.51; 2 studies; 75 participants) when compared with no anti-VEGFs, but such effects remain uncertain. Two RCTs reported the proportion of participants who achieved an improvement in visual acuity with specified time points. Participants receiving anti-VEGFs had a 2.6 times (95% CI 1.60 to 4.08; 1 study; 93 participants) higher chance of improving visual acuity when compared with those not receiving anti-VEGFs at one month (very low certainty of evidence). Likewise, another RCT found a similar result at 18 months (RR 4.00, 95% CI 1.33 to 12.05; 1 study; 40 participants). Two RCTs reported the outcome, complete regression of new iris vessels, at our time points of interest. Low-certainty evidence showed that anti-VEGFs had a nearly three times higher chance of complete regression of new iris vessels when compared with no anti-VEGFs (RR 2.63, 95% CI 1.65 to 4.18; 1 study; 93 participants). A similar finding was observed at more than one year in another RCT (RR 3.20, 95% CI 1.45 to 7.05; 1 study; 40 participants). Regarding adverse events, there was no evidence that the risks of hypotony and tractional retinal detachment were different between the two groups (RR 0.67; 95% CI: 0.12 to 3.57 and RR 0.33; 95% CI: 0.01 to 7.72, respectively; 1 study; 40 participants). No RCTs reported incidents of endophthalmitis, vitreous hemorrhage, no light perception, and serious adverse events. Evidence for the adverse events of anti-VEGFs was low due to limitations in the study design due to insufficient information to permit judgments and imprecision of results due to the small sample size. No trial reported the proportion of participants with relief of pain and resolution of redness at any time point.
AUTHORS' CONCLUSIONS
Anti-VEGFs as an adjunct to conventional treatment could help reduce IOP in NVG in the short term (four to six weeks), but there is no evidence that this is likely in the longer term. Currently available evidence regarding the short- and long-term effectiveness and safety of anti-VEGFs in achieving control of IOP, visual acuity, and complete regression of new iris vessels in NVG is insufficient. More research is needed to investigate the effect of these medications compared with, or in addition to, conventional surgical or medical treatment in achieving these outcomes in NVG.
Topics: Female; Humans; Male; Middle Aged; Bevacizumab; Glaucoma, Neovascular; Ranibizumab; Vascular Endothelial Growth Factor A
PubMed: 37010901
DOI: 10.1002/14651858.CD007920.pub4 -
Journal of Education and Health... 2021Evaluation is one of the most important tools for determining the quality of any educational program, which can lead to reformation, revision, or termination of... (Review)
Review
BACKGROUND
Evaluation is one of the most important tools for determining the quality of any educational program, which can lead to reformation, revision, or termination of programs. Quality in higher education requires assessment and judgment of goals and strategies, executive policies, operational processes, products, and outcomes. The Context, Input, Process, and Product (CIPP) model is a comprehensive perspective that attempts to provide information in order to make the best decisions related to CIPP. Due to the importance of this topic, the present study examined the application of the CIPP model in the evaluation of medical education programs through a systematic review.
MATERIALS AND METHODS
In this systematic review, Persian databases including ISC, SID, Mag Iran, CivilicaL, and Noormags and English databases including PubMed, Web of Science, Scopus, ProQuest Dissertations, Embase, CINAHL, ERIC, and Google Scholar were searched using relevant keywords, such as evaluation, program evaluations, outcome and process assessment, educational assessment, and educational measurements. The search was done with no time limits and 41 papers were obtained until May 22, 2020. This systematic review was performed by following the data extraction steps and assessing the quality of the studies and findings. Critical Appraisal Skills Programs and Mixed-Methods Appraisal Tool checklists were used to check the quality of the papers.
RESULTS
This systematic review was conducted on 41 studies, 40 of which were research papers and one was a review paper. From the perspective of the CIPP model of evaluation, most papers showed quite a good level of evaluation of educational programs although some studies reported poor levels of evaluation. Moreover, factors such as modern teaching methods, faculty members, financial credits, educational content, facilities and equipment, managerial and supervisory process, graduates' skills, produced knowledge, and teaching and learning activities were reported as the factors that could influence the evaluation of educational programs.
CONCLUSION
Due to the important role of evaluation in improvement of the quality of educational programs, policymakers in education should pay special attention to the evaluation of educational programs and removal of their barriers and problems. To promote the quality of educational programs, policymakers and officials are recommended to make use of the CIPP model of evaluation as a systemic approach that can be used to evaluate all stages of an educational program from development to implementation.
PubMed: 34250133
DOI: 10.4103/jehp.jehp_1115_20 -
Neuropsychology Review Dec 2023Although attention and early associative learning in preverbal children is predominantly driven by rapid eye-movements in response to moving visual stimuli and... (Meta-Analysis)
Meta-Analysis Review
Although attention and early associative learning in preverbal children is predominantly driven by rapid eye-movements in response to moving visual stimuli and sounds/words (e.g., associating the word "bottle" with the object), the literature examining the role of visual attention and memory in ongoing vocabulary development across childhood is limited. Thus, this systematic review and meta-analysis examined the association between visual memory and vocabulary development, including moderators such as age and task selection, in neurotypical children aged 2-to-12 years, from the brain-based perspective of cognitive neuroscience. Visual memory tasks were classified according to the visual characteristics of the stimuli and the neural networks known to preferentially process such information, including consideration of the distinction between the ventral visual stream (processing more static visuo-perceptual details, such as form or colour) and the more dynamic dorsal visual stream (processing spatial temporal action-driven information). Final classifications included spatio-temporal span tasks, visuo-perceptual or spatial concurrent array tasks, and executive judgment tasks. Visuo-perceptual concurrent array tasks, reliant on ventral stream processing, were moderately associated with vocabulary, while tasks measuring spatio-temporal spans, associated with dorsal stream processing, and executive judgment tasks (central executive), showed only weak correlations with vocabulary. These findings have important implications for health professionals and researchers interested in language, as they advocate for the development of more targeted language learning interventions that include specific and relevant aspects of visual processing and memory, such as ventral stream visuo-perceptual details (i.e., shape or colour).
Topics: Child; Humans; Vocabulary; Memory; Visual Perception; Brain; Language
PubMed: 36136174
DOI: 10.1007/s11065-022-09561-4 -
International Journal of Clinical... 2022This study aimed at systematically reviewing the clinical success of repaired iatrogenic perforations using different materials in primary teeth. (Review)
Review
AIM
This study aimed at systematically reviewing the clinical success of repaired iatrogenic perforations using different materials in primary teeth.
OBJECTIVES
To compare mineral trioxide aggregate (MTA) with other biomaterials for the repair of iatrogenic perforations in primary molars during endodontic procedures.
SEARCH METHODS
A comprehensive literature search was conducted by using three electronic databases (PubMed, Cochrane Library, Google Scholar) to identify articles that evaluated the different intervention materials for the repair of iatrogenic perforation in primary molars. Selection criteria: The articles reporting perforation repair in primary molars having clinical and radiographic success, as their outcome measures with a follow-up period of at least 1 year were included in this review. Studies and case reports with insufficient or unstated follow-up periods, in vitro, and animal studies were excluded.
DATA COLLECTION AND ANALYSIS
Two reviewers (SM, LM) independently screened all titles and abstracts according to the inclusion and exclusion criteria. Full texts of the selected studies were obtained for the second stage screening. The consensus was achieved by discussion with the third reviewer (AJ). Data extraction included study design, sample size, age of the patient, year of the study, follow-up period, outcome assessment criteria, material for repair, and success and failure.
REVIEW RESULTS
A total of seven publications were included in this review. Of which, one was case series, three were case reports, and three were interventional studies. The combined success rate of MTA (80.55%) was inferior to other materials-premixed bioceramics, Atelocollagen, and calcium-enriched mixture (96.07%); the same being statistically significant ( = 0.011).
CONCLUSION
Within the limitations of our study, it can be concluded that newer biomimetic materials are superior to MTA for iatrogenic perforation repair in primary molars in terms of clinical success.
CLINICAL SIGNIFICANCE
This paper is a first-of-its-kind investigation comparing different materials used in the repair of perforations in primary molars. It can be a foundation for further research on the topic. In absence of any available guidelines, the above study can be applied in clinical situations with appropriate judgment and caution.
HOW TO CITE THIS ARTICLE
Mungekar-Markandey S, Mistry L, Jawdekar A. Clinical Success of Iatrogenic Perforation Repair Using Mineral Trioxide Aggregate and Other Materials in Primary Molars: A Systematic Review and Meta-analysis. Int J Clin Pediatr Dent 2022;15(5):610-616.
PubMed: 36865717
DOI: 10.5005/jp-journals-10005-2038