Development Strategies in Medical Education
مجله راهبردهای توسعه در آموزش پزشکی
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تحلیل کتابسنجی مشارکت علمی ایران در مطالعات هوش مصنوعی در حوزه تروما
A Bibliometric Analysis of Iran's Scientific Contribution to Artificial Intelligence Research in Trauma
عمومى
General
مروری
Review
<span style="font-size:11pt"><span style="line-height:normal"><span style="direction:rtl"><span style="unicode-bidi:embed"><span style="font-family:"Calibri","sans-serif""><b><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">مقدمه</span></span></span></b><b><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">:</span></span></span></b> <span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">هوش مصنوعی به عنوان یک رویکرد متحولکننده در علوم تروما ظهور کرده است. کشور</span></span></span> <span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">ایران بار ترومای قابل توجهی دارد و سهم علمی آن در تحقیقات مراقبتهای بهداشتی مبتنی بر هوش مصنوعی رو به گسترش است</span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">.</span></span></span><b> </b><b><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin""></span></span></span></b></span></span></span></span></span><br>
<span style="font-size:11pt"><span style="line-height:normal"><span style="direction:rtl"><span style="unicode-bidi:embed"><span style="font-family:"Calibri","sans-serif""><b><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin""> روش کار:</span></span></span></b><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin""> در این مطالعه کتاب سنجی دیتابیس های </span></span></span><span dir="LTR" lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">Pubmed</span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">، </span></span></span><span dir="LTR" lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">Web of Science</span></span></span> <span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">و </span></span></span><span dir="LTR" lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">Scopus</span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin""> با استفاده از موتور جستوگر </span></span></span><span dir="LTR" lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">OpenAlex</span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">، برای مطالعات در زمینه هوش مصنوعی و تروما جستوجو شد</span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">. </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">مقالاتی که حداقل یک نویسنده وابسته به ایران داشتند و به کاربردهای هوش مصنوعی در زمینههای مرتبط با تروما میپرداختند، شناسایی شدند</span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">. </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">دادههای مربوط به ویژگیهای انتشارات، استنادها، تأثیر استناد وزنی وزنی در حوزه علمی</span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">، </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">نویسندگان، وابستگیهای سازمانی، کشورها و آثار ارجاعشده استخراج شدند</span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">. </span></span></span><b><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin""></span></span></span></b></span></span></span></span></span><br>
<span style="font-size:11pt"><span style="line-height:normal"><span style="direction:rtl"><span style="unicode-bidi:embed"><span style="font-family:"Calibri","sans-serif""><b><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">نتایج</span></span></span></b><b><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">:</span></span></span></b> <span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">در مجموع </span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">3093 </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">مقاله مورد تجزیه و تحلیل قرار گرفت</span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">. </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">تعداد تحقیقات منتشر شده توسط ایرانیان پس از سال </span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">2019 </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">به طور قابل توجهی افزایش یافت و در سال </span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">2025 </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">به </span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">856 </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">مقاله رسید</span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">. </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">مجموعه دادهها، ارتباط گسترده بینالمللی، شامل ارتباط با </span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">123 </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">کشور و </span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">2732 </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">پیوند همکاری را نشان داد</span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">. </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">همکاری بینالمللی با تأثیر استناد بالاتر مرتبط بود. تجزیه و تحلیل رگرسیون نشان داد که تعداد کشورهای همکار با تأثیر استناد ارتباط مثبتی دارد </span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">(0.0956 =</span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"Cambria","serif"">β</span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">، </span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">001/. ></span></span></span><span dir="LTR" lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">P</span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">). </span></span></span></span></span></span></span></span><br>
<span style="font-size:11pt"><span style="line-height:normal"><span style="direction:rtl"><span style="unicode-bidi:embed"><span style="font-family:"Calibri","sans-serif""><b><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">نتیجهگیری</span></span></span></b><b><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">:</span></span></span></b><b> </b><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">تحقیقات هوش مصنوعی در علم تروما در ایران، رشد سریع و ادغام بینالمللی فزایندهای را تجربه کرده است</span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">. </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">به نظر میرسد همکاری بینالمللی عامل تعیینکننده مهمی در دیده شدن علمی و عملکرد استنادی است</span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">. </span></span></span><span lang="fa" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">توسعه مداوم شبکههای چندرشتهای بین المللی میتواند سهم ایران در تحقیقات تروما و نوآوری بالینی مبتنی بر هوش مصنوعی را بیشتر تقویت کند</span></span></span><span lang="FA" style="font-size:13.5pt"><span style="background:lime"><span style="font-family:"B Nazanin"">.</span></span></span><b><span lang="fa" style="font-size:13.5pt"><span style="font-family:"B Nazanin""></span></span></b></span></span></span></span></span><br>
<span style="font-size:11pt"><span style="line-height:normal"><span style="font-family:"Calibri","sans-serif""><b><span style="font-size:12.0pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">Introduction</span></span></span></b><br>
<span style="font-size:12.0pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">Artificial intelligence has emerged as a transformative approach in trauma sciences. Iran bears a substantial trauma burden, and its scientific contribution to AI‑driven healthcare research is steadily expanding.</span></span></span></span></span></span><br>
<span style="font-size:11pt"><span style="line-height:normal"><span style="font-family:"Calibri","sans-serif""><b><span style="font-size:12.0pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">Methods</span></span></span></b><br>
<span style="font-size:12.0pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">In this bibliometric study the PubMed, Web of Science and Scopus databases were searched via the OpenAlex search engine for studies on artificial intelligence and trauma. Articles with at least one Iran‑affiliated author that addressed AI applications in trauma‑related fields were identified. Data were extracted on publication characteristics, citation counts, field‑weighted citation impact, authors, organizational affiliations, countries and referenced works.</span></span></span></span></span></span><br>
<span style="font-size:11pt"><span style="line-height:normal"><span style="font-family:"Calibri","sans-serif""><b><span style="font-size:12.0pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">Results</span></span></span></b><br>
<span style="font-size:12.0pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">A total of 3093 articles were analysed. The number of publications by Iranian researchers increased markedly after 2019, reaching 856 in 2025. The dataset revealed extensive international connectivity, with links to 123 countries and 2732 collaboration ties. International collaboration was associated with higher citation impact, and regression analysis showed that the number of collaborating countries had a positive association with citation impact (β = 0.0956, <i>P</i> < 0.001).</span></span></span></span></span></span><br>
<span style="font-size:11pt"><span style="line-height:normal"><span style="font-family:"Calibri","sans-serif""><b><span style="font-size:12.0pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">Conclusion</span></span></span></b><br>
<span style="font-size:12.0pt"><span style="background:lime"><span style="font-family:"Times New Roman","serif"">AI research in trauma science in Iran has experienced rapid growth and increasing international integration. International collaboration appears to be an important determinant of scientific visibility and citation performance. Continued development of multidisciplinary international networks could further strengthen Iran’s contribution to trauma research and AI‑based clinical innovation.</span></span></span></span></span></span><br>
هوش مصنوعی، تروما، تحلیل کتابسنجی، ایران
Artificial Intelligence, Trauma, Bibliometric Analysis, Iran
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http://dsme.hums.ac.ir/browse.php?a_code=A-12-577-7&slc_lang=fa&sid=1
Marzieh
Haghbeen
مرضیه
حق بین
haghbeen@jums.ac.ir
100319475328460010494
100319475328460010494
No
Mahdi
Foroughian
مهدی
فروغیان
foroughianmh@mums.ac.ir
100319475328460010495
100319475328460010495
No
Mohsen
Ebrahimi
محسن
ابراهیمی
EbrahimiMN@mums.ac.ir
100319475328460010496
100319475328460010496
No
Hamid
Zamani Moghadam
حمید
زمانی مقدم
zamanih@mums.ac.ir
100319475328460010497
100319475328460010497
No
Hossein
Akhavan
حسین
اخوان
AkhavanH@mums.ac.ir
100319475328460010498
100319475328460010498
No
Ali
Ravaghi
علی
رواقی
ravaghi@mums.ac.ir
100319475328460010499
100319475328460010499
No
Amir Hossein
Pourdavood
امیر حسین
پورداوود
ah.pourdavood@yahoo.com
100319475328460010500
100319475328460010500
Yes