Comput Math Methods Med - Hemorrhage detection and segmentation in traumatic pelvic injuries.

Tópicos

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Resumo

Automated hemorrhage detection and segmentation in traumatic pelvic injuries is vital for fast and accurate treatment decision making. Hemorrhage is the main cause of deaths in patients within first 24 hours after the injury. It is very time consuming for physicians to analyze all Computed Tomography (CT) images manually. As time is crucial in emergence medicine, analyzing medical images manually delays the decision-making process. Automated hemorrhage detection and segmentation can significantly help physicians to analyze these images and make fast and accurate decisions. Hemorrhage segmentation is a crucial step in the accurate diagnosis and treatment decision-making process. This paper presents a novel rule-based hemorrhage segmentation technique that utilizes pelvic anatomical information to segment hemorrhage accurately. An evaluation measure is used to quantify the accuracy of hemorrhage segmentation. The results show that the proposed method is able to segment hemorrhage very well, and the results are promising.

Resumo Limpo

autom hemorrhag detect segment traumat pelvic injuri vital fast accur treatment decis make hemorrhag main caus death patient within first hour injuri time consum physician analyz comput tomographi ct imag manual time crucial emerg medicin analyz medic imag manual delay decisionmak process autom hemorrhag detect segment can signific help physician analyz imag make fast accur decis hemorrhag segment crucial step accur diagnosi treatment decisionmak process paper present novel rulebas hemorrhag segment techniqu util pelvic anatom inform segment hemorrhag accur evalu measur use quantifi accuraci hemorrhag segment result show propos method abl segment hemorrhag well result promis

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