Abstract Background Deep learning (DL) has attracted increasing attention in orthodontics, with many studies reporting high diagnostic and predictive accuracy. However, despite these promising results, routine clinical adoption remains limited. Objectives This scoping review aimed to explore the main barriers that restrict the translation of DL systems from research environments into everyday orthodontic practice. Methodology The review was conducted in accordance with PRISMA-ScR guidelines. Electronic searches were performed in PubMed, Scopus, Web of Science, and IEEE Xplore for English-language studies published between 2015 and June 2025. Studies reporting quantitative performance of DL-based orthodontic applications were included. Dat

Background Antimicrobial resistance (AMR) is a growing global health concern, with inappropriate antibiotic use in dentistry significantly contributing to this problem. While regional studies have examined dental students' antibiotic-related knowledge and practices, comprehensive evidence from Iraq remains limited. Objective The objective of this study is to evaluate the level of knowledge and awareness of antimicrobial stewardship principles and prescribing practices among Iraqi dental students and interns. Methods A cross-sectional, questionnaire-based study was conducted among dental students in the clinical phase of education (fourth and fifth years) and dental interns from multiple Iraqi universities. The survey was distributed fr

Women infertility is a common reproductive system disorder. Diagnosis and treatment are characterized by limited availability and high costs. This paper intends to evaluate the levels of endogenous antioxidant proteins metallothionein 2 (MT2) and metallothionein 4 (MT4) in the serum of both infertile and fertile women, as well as to assess the association between these proteins and total oxidant capacity (TOC), total antioxidant capacity (TAC), oxidative stress index (OSI), serum anti-Müllerian hormone (AMH), and serum testosterone. This case-control study involved one hundred eighty Iraqi women, categorized into three categories: primary infertile women (P group), secondary infertile women (S group), and healthy fertile women (C group). W

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Well-being and prosperous living are among the most significant goals of sustainable development, and development strategies should be directed toward satisfying individuals’ needs and living in happy cities. The research explores the potential for establishing a comprehensive strategy by examining different approaches to urban planning and their impact on individuals’ happiness. The research problem is the absence of a clear, standardized vision for developing cities that satisfy individuals’ needs and promote happiness. The hypothesis suggests exploring urban development strategies for the happiest cities in the world to satisfy individuals’ needs and promote happiness. Relying on the concept of the happy city, sustainabil

Background: Hair loss is a common distressing disease and challenging problem for many dermatologist. Telogen effluvium is the most common hair loss disease in which nutritional deficiencies may precipitate the disease through their effect on hair structure and growth.

Study Aim : Validating role of serum ferritin level and body mass index in Chronic Telogen Effluvium and analyzing association between these factors with socioeconomic, demographic, gynecological factors and weight loss effect. Establishing a nutritional preventive advice to improve treatment successfulness and decrease the disease occurrence.

The study aims to examine the problem of forced displacement and its social and economic problems in light of the Syrian crisis. Such an aim helps to know the difficulties and challenges facing the children of displaced families in learning, and the reasons for their lack of enrolment. It also clarifies whether there are significant statistical differences at  among the attitudes of the children of the displaced families towards education regarding the following variables: (the work of the head of the family, the economic level of the family, and the work of the children). The study has adopted the descriptive-analytical approach;  a questionnaire was adopted as a tool to collect information. The study was applied to a sample o

The present study aimed to use the magnetic field and nanotechnology in the field of water purification, which slots offering high efficiency to the possibility of removing biological contaminants such as viruses and bacteria rather than the use of chemical and physical transactions such as chlorine and bromine, and ultraviolet light and boiling and sedimentation and distillation, ozone and others that have a direct negative impact on human safety and the environment. Where they were investigating the presence in water samples under study Coli phages using Single agar layer method and then treated samples positive for phages to three types of magnetic field fixed as follows (North Pole - South Pole - Bipolar) and compare the re

The study sought to identify the attitudes of PhD students towards establishing the field of educational administration. The study followed the descriptive survey method. The questionnaire was used to collect information from the study community consisting of (95) male and female students in the department of educational administration and Planning. Among the most important results about students ’attitudes towards establishing the educational administration field are the following: 1) identifying the necessity of establishing the educational administration field. 2) Encouraging students to attend seminars and scientific conferences in Islamic rooting. 3) there are no statistically significant differences in the attitudes of doctoral s