Academic literature on the topic 'Maxillofacial fractures detection'

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Journal articles on the topic "Maxillofacial fractures detection"

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Sun, Tianze, Blessed Kondowe, Brave Kadoko Nyirenda, Jun Liu, Hui Zhang, and Jin Shang. "Experimental comparative study of Two-dimensional and Three-dimensional CT reconstruction in detecting maxillofacial fractures at Mzuzu Central Hospital, Malawi." Malawi Medical Journal 36, no. 5 (2025): 303–7. https://doi.org/10.4314/mmj.v36i5.2.

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ObjectiveThe aim of this study is to compare the diagnostic value of two-dimensional (2D) CT and three-dimensional (3D) CT reconstruction techniques in detecting maxillofacial fractures in patients at Mzuzu Central Hospital (MCH).Methods 67 maxillofacial trauma patients admitted to Mzuzu Central Hospital from Jan to Sep 2024 underwent multi-slice spiral CT (MSCT) scanning. Images were post-processed using 2D and 3D reconstruction techniques. Clinical and radiological data were collected from the patients, and a comparative analysis of the results from the two reconstruction techniques was perf
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Kang, Jie, and Lijie Jiang. "Application Value of the CT Scan 3D Reconstruction Technique in Maxillofacial Fracture Patients." Evidence-Based Complementary and Alternative Medicine 2022 (July 7, 2022): 1–4. http://dx.doi.org/10.1155/2022/1643434.

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Purpose The aim of the study was to explore the application value of computerized tomography (CT) scan 3D reconstruction technology in maxillofacial fracture patients. Methods A total of 80 maxillofacial fracture patients who underwent surgical treatment in Shijiazhuang People's Hospital from January 2019 to January 2020 were enrolled. All of them received 128-slice spiral CT scans before surgery, and the images were subjected to multiplanar reconstruction (MRP) and volume reconstruction (VR). Results A total of 181 fractures were found in 80 patients with maxillofacial fractures. The detectio
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Amodeo, Maria, Vincenzo Abbate, Pasquale Arpaia, et al. "Transfer Learning for an Automated Detection System of Fractures in Patients with Maxillofacial Trauma." Applied Sciences 11, no. 14 (2021): 6293. http://dx.doi.org/10.3390/app11146293.

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An original maxillofacial fracture detection system (MFDS), based on convolutional neural networks and transfer learning, is proposed to detect traumatic fractures in patients. A convolutional neural network pre-trained on non-medical images was re-trained and fine-tuned using computed tomography (CT) scans to produce a model for the classification of future CTs as either “fracture” or “noFracture”. The model was trained on a total of 148 CTs (120 patients labeled with “fracture” and 28 patients labeled with “noFracture”). The validation dataset, used for statistical analysis, was characterize
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Panicker, Prasanth, Ashford Lidiya George, Rajana Mohan Kumar, Mandapathi Srujan Kumar, Feby Francis, and Deepak Peter. "Efficiency of 2D versus 3D CT scans in maxillofacial trauma: A retrospective study." Bioinformation 21, no. 05 (2025): 985–89. https://doi.org/10.6026/973206300210985.

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The transition from 2D CT slices to 3D CT volume rendering reconstructions has significantly improved the precision of the trauma diagnoses and broadened the range of potential treatments. Using a 64-slice CT scanner, the fracture detection score and fracture comparative score were used to compare 2D and 3D fracture cases for detection and diagnosis. The study comprised 200 maxillofacial fracture cases. 2D CT cuts detected 100% of fractures, but 3D cuts missed 4%. In 66.66% of fracture score combinations, 2D CT slices could improve diagnosis. This study showed that 2D CT cuts are better at fra
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Agarwal, Parul, Deepak Ramnani, and Ayush Tambi. "Multidetector computed tomography in evaluation of maxillofacial injuries." IP International Journal of Maxillofacial Imaging 9, no. 1 (2023): 3–10. http://dx.doi.org/10.18231/j.ijmi.2023.002.

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Facial injuries occur in significant proportion in trauma patients requiring prompt diagnosis and management. The number of maxillofacial injuries is continuously increasing due to rise in traffic, failure to take preventive measures in the traffic leads to road traffic accidents, which is the main etiological factor in maxillofacial fractures. To study role of multidetector tomography in evaluation of maxillofacial injuries. To describe the advantages of 3D reconstructed images over axial images in the imaging of facial fractures. This cross-sectional study included 100 patients who underwent
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Ahmad, Kaleem, RK Rauniyar, Mukesh Kumar Gupta, et al. "Multidetector computed tomographic evaluation of maxillofacial trauma." Asian Journal of Medical Sciences 5, no. 4 (2014): 39–43. http://dx.doi.org/10.3126/ajms.v5i4.9561.

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Introduction: Maxillofacial injuries are one of the most frequently encountered entities accounting for a large proportion of patients in emergency department. Present study was performed to assess the role of multidetector computed tomography (MDCT) in patients of maxillofacial trauma and to describe the spectrum of various patterns of injuries in maxillofacial region in this part of Nepal. Methods: The study was carried out on a prospective basis over a period of one year. All the patients referred for evaluation of maxillofacial trauma were included in the study. MDCT was done in patients o
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AFSAR, H., M. HAYAT, U. ULLAH, Z. SHAH, and K. HUSSAIN. "EVALUATING ASSOCIATION OF TRAUMATIC BRAIN INJURIES IN PATIENTS PRESENTING WITH MAXILLOFACIAL FRACTURES: AN INSIGHT FROM LADY READING HOSPITAL, KPK." Biological and Clinical Sciences Research Journal 2024, no. 1 (2024): 1422. https://doi.org/10.54112/bcsrj.v2024i1.1422.

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WHO recognized Traumatic brain injury (TBI) is a major global contributor to mortality, impacting over 50 million people annually.2 Traumatic brain injuries often accompany maxillofacial fractures due to their close proximity and may present with or without neurological symptoms. Objective: This study aims to evaluate indicators of traumatic brain injury and its severity in conjunction with maxillofacial fractures. Methods: This descriptive study was conducted at Oral and Maxillofacial Surgical Department of Lady Reading Hospital, KPK. A non-probability, consecutive sampling technique was used
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Mubeen, Sonia, Maria Rasheed, Saddique Aslam Khattak, Khurram Nadeem, Muhammad Mohsin Tahir, and Ikram Manzoor. "Incidence of Cervical Spine Injuries Among Patients with Maxillofacial Trauma." Pakistan Journal of Medical and Health Sciences 17, no. 3 (2023): 625–27. http://dx.doi.org/10.53350/pjmhs2023173625.

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A substantial portion of cervical spine injuries occurs due to maxillofacial trauma. A delay in the identification of cervical injuries can result in major neurological issues, paralysis, and even death. Therefore, early detection of cervical fractures in patients with maxillofacial trauma is crucial. Aim: The goal of the study is to assess the incidence of cervico-spinal injuries in patients with oral and maxillofacial trauma. Methods: This cross-sectional study was carried out at the Oral and Maxillofacial Surgery department of Mayo Hospital, Lahore for the duration of one year from January
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Tiwari, Arunesh Kumar, Amiya Agrawal, Uma S. Pal, Geeta Singh, Ravi Katrolia, and Deepika K. Jain. "Missed injuries associated with maxillofacial trauma." National Journal of Maxillofacial Surgery 14, no. 2 (2023): 282–85. http://dx.doi.org/10.4103/njms.njms_42_22.

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ABSTRACT Background: Maxillofacial trauma in polytrauma settings is often associated with multiple injuries both trivial and life threatening, and their timely detection is the mainstay of definitive trauma management for preventing mortality and morbidity. Emergency management of all the patients reporting to our maxillofacial unit is either done by our center or they have been managed at the peripheral health care facility and relatively stable patient is referred to us. Anecdotally, we found inadequacies in transport methods, diagnosis, and detection of associated injuries in the patients r
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Kalua, Karla, Muchtar Hanafi, and Rachmi Fauziah Rahayu. "Precautions for Pneumo-Orbital in Cases of Maxillofacial Trauma: Data Mining for Artificial Inteligence of Air Localization on CT-Scan." Indonesian Journal of Applied Informatics 7, no. 1 (2023): 51. http://dx.doi.org/10.20961/ijai.v7i1.66522.

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<span lang="EN-US">Along with rapid mobility, the incidence of traffic accidents is increasing. Maxillofacial trauma often accompanies traffic accidents. Facial bone fractures need serious concern, considering that the face contains several important organs and an important aesthetic aspect daily. Pneumo-orbital, in which air is found in the orbital cavity, is a threat to vision. The development of diagnostic modalities for maxillofacial trauma is developed continuously for determining the accuracy and improving rapid diagnosis. A radiologist is greatly facilitated by the presence of a C
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Dissertations / Theses on the topic "Maxillofacial fractures detection"

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AMODEO, MARIA. "Deep Learning Methods for Industry and Healthcare." Doctoral thesis, Politecnico di Torino, 2022. http://hdl.handle.net/11583/2963952.

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Book chapters on the topic "Maxillofacial fractures detection"

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Christopher Aranha Watanabe, Plauto, Giovani Antonio Rodrigues, Marcelo Rodrigues Azenha, et al. "Bone Quality of the Dento-Maxillofacial Complex and Osteoporosis. Opportunistic Radiographic Interpretation." In Osteoporosis - Recent Advances, New Perspectives and Applications [Working Title]. IntechOpen, 2021. http://dx.doi.org/10.5772/intechopen.96487.

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Research suggests the use of different indexes on panoramic radiography as a way to assess BMD and to be able to detect changes in bone metabolism before fractures occur. Therefore, the objective of this chapter is to describe the use of these parameters as an auxiliary mechanism in the detection of low bone mineral density, as well as to characterize the radiographic findings of patients with osteoporosis.
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