{"article":{"annotation":{"article_id":"uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026","available_at":"2026-10-15T23:21:29.757906Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"84618e2fce667d80444f1743deddd5527d0838871122f4f83ea8790b555de372","input_sha256":"9cdf4b816540cbe783189ad4283057d62a153ee966564dd8bdeb70278650d485","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. 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Das dreijährige NIH-Projekt der University of Texas at Arlington mit 579.745 Dollar will Deep Learning und Bildgebungsphysik kombinieren, um mehrphasige koronare CT-Angiografien mit geringerer Strahlendosis zu rekonstruieren.","Das Team erstellt zunächst eine synthetische Patientenbibliothek und bewertet danach die diagnostische Genauigkeit durch Computermodelle und eine kleine Studie mit menschlichen Beobachtern. Die Mayo Clinic soll Patientendaten liefern. Erreichte Dosisreduktionen oder an Patienten validierte diagnostische Leistungen werden noch nicht berichtet."],"sections":[]},"corrections":[],"country":"US","data":{"blocks":[{"description":{"ar":"UTA تدرس التعلم العميق لخفض الإشعاع في تصوير القلب المقطعي الوعائي. يخطط مشروع مدته ثلاث سنوات بقيمة 579,745 دولاراً من NIH في جامعة تكساس بأرلينغتون للجمع بين التعلم العميق وفيزياء التصوير لإعادة بناء تصوير الشرايين التاجية المقطعي متعدد المراحل بجرعات إشعاع أقل.","de":"UTA untersucht Deep Learning zur Verringerung der Strahlung bei kardialer CT-Angiografie. Das dreijährige NIH-Projekt der University of Texas at Arlington mit 579.745 Dollar will Deep Learning und Bildgebungsphysik kombinieren, um mehrphasige koronare CT-Angiografien mit geringerer Strahlendosis zu rekonstruieren.","en":"UTA studies deep learning to reduce radiation in cardiac CT angiography. The University of Texas at Arlington’s three-year, $579,745 NIH project plans to combine deep learning and imaging physics to reconstruct multiphase coronary CT angiography at lower radiation doses.","es":"UTA estudia el aprendizaje profundo para reducir la radiación en angiografías cardíacas por TC. El proyecto de tres años de NIH, dotado con 579.745 dólares en la Universidad de Texas en Arlington, prevé combinar aprendizaje profundo y física de imagen para reconstruir angiografías coronarias por TC multifásica con menor dosis de radiación.","fr":"L’UTA étudie l’apprentissage profond pour réduire le rayonnement en angiographie cardiaque par CT. Le projet NIH de trois ans, doté de 579 745 dollars à l’Université du Texas à Arlington, prévoit de combiner apprentissage profond et physique de l’imagerie pour reconstruire l’angiographie coronaire par CT multiphasique à dose réduite.","pt":"UTA estuda aprendizagem profunda para reduzir radiação na angiografia cardíaca por TC. O projeto de três anos do NIH, no valor de 579.745 dólares, da University of Texas at Arlington pretende combinar aprendizagem profunda e física de imagem para reconstruir angiografias coronárias por TC multifásica com menor dose de radiação.","tr":"UTA, kalp BT anjiyografisinde radyasyonu azaltmak için derin öğrenmeyi araştırıyor. University of Texas at Arlington’daki üç yıllık, 579.745 dolarlık NIH projesi, çok fazlı koroner BT anjiyografisi görüntülerini daha düşük radyasyonla yeniden oluşturmak için derin öğrenme ve görüntüleme fiziğini birleştirmeyi planlıyor."},"id":"source-event","items":[{"date":"2026-10-15","description":{"ar":"UTA تدرس التعلم العميق لخفض الإشعاع في تصوير القلب المقطعي الوعائي. يخطط مشروع مدته ثلاث سنوات بقيمة 579,745 دولاراً من NIH في جامعة تكساس بأرلينغتون للجمع بين التعلم العميق وفيزياء التصوير لإعادة بناء تصوير الشرايين التاجية المقطعي متعدد المراحل بجرعات إشعاع أقل.","de":"UTA untersucht Deep Learning zur Verringerung der Strahlung bei kardialer CT-Angiografie. Das dreijährige NIH-Projekt der University of Texas at Arlington mit 579.745 Dollar will Deep Learning und Bildgebungsphysik kombinieren, um mehrphasige koronare CT-Angiografien mit geringerer Strahlendosis zu rekonstruieren.","en":"UTA studies deep learning to reduce radiation in cardiac CT angiography. 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University of Texas at Arlington’daki üç yıllık, 579.745 dolarlık NIH projesi, çok fazlı koroner BT anjiyografisi görüntülerini daha düşük radyasyonla yeniden oluşturmak için derin öğrenme ve görüntüleme fiziğini birleştirmeyi planlıyor."},"label":{"ar":"UTA تدرس التعلم العميق لخفض الإشعاع في تصوير القلب المقطعي الوعائي","de":"UTA untersucht Deep Learning zur Verringerung der Strahlung bei kardialer CT-Angiografie","en":"UTA studies deep learning to reduce radiation in cardiac CT angiography","es":"UTA estudia el aprendizaje profundo para reducir la radiación en angiografías cardíacas por TC","fr":"L’UTA étudie l’apprentissage profond pour réduire le rayonnement en angiographie cardiaque par CT","pt":"UTA estuda aprendizagem profunda para reduzir radiação na angiografia cardíaca por TC","tr":"UTA, kalp BT anjiyografisinde radyasyonu azaltmak için derin öğrenmeyi araştırıyor"},"status":"occurred"}],"methodology":{"ar":"يلخص سجل الحدث هذا تقرير البحث في المصدر الأولي المذكور، ويميز الخطط المعلنة عن النتائج المكتملة والمقاسة.","de":"Dieser Ereigniseintrag fasst den Forschungsbericht der genannten Primärquelle zusammen. 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Das dreijährige NIH-Projekt der University of Texas at Arlington mit 579.745 Dollar will Deep Learning und Bildgebungsphysik kombinieren, um mehrphasige koronare CT-Angiografien mit geringerer Strahlendosis zu rekonstruieren.","text":"UTA untersucht Deep Learning zur Verringerung der Strahlung bei kardialer CT-Angiografie. Das dreijährige NIH-Projekt der University of Texas at Arlington mit 579.745 Dollar will Deep Learning und Bildgebungsphysik kombinieren, um mehrphasige koronare CT-Angiografien mit geringerer Strahlendosis zu rekonstruieren.\n\nUTA untersucht Deep Learning zur Verringerung der Strahlung bei kardialer CT-Angiografie. Das dreijährige NIH-Projekt der University of Texas at Arlington mit 579.745 Dollar will Deep Learning und Bildgebungsphysik kombinieren, um mehrphasige koronare CT-Angiografien mit geringerer Strahlendosis zu rekonstruieren.\n\nDas Team erstellt zunächst eine synthetische Patientenbibliothek und bewertet danach die diagnostische Genauigkeit durch Computermodelle und eine kleine Studie mit menschlichen Beobachtern. Die Mayo Clinic soll Patientendaten liefern. Erreichte Dosisreduktionen oder an Patienten validierte diagnostische Leistungen werden noch nicht berichtet.","title":"UTA untersucht Deep Learning zur Verringerung der Strahlung bei kardialer CT-Angiografie","topics":[],"translations":[{"api_url":"https://newsverum.com/api/v1/articles/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026?lang=tr","language":"tr","url":"https://newsverum.com/tr/news/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026?lang=en","language":"en","url":"https://newsverum.com/en/news/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026?lang=ar","language":"ar","url":"https://newsverum.com/ar/news/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026?lang=fr","language":"fr","url":"https://newsverum.com/fr/news/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026?lang=es","language":"es","url":"https://newsverum.com/es/news/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026?lang=de","language":"de","url":"https://newsverum.com/de/news/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026?lang=pt","language":"pt","url":"https://newsverum.com/pt/news/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026"}],"url":"https://newsverum.com/de/news/uta-ai-deep-learning-cardiac-ct-radiation-study-october-2026"},"version":"1"}