• 제목/요약/키워드: Acute trauma

검색결과 317건 처리시간 0.026초

Assessment of a Deep Learning Algorithm for the Detection of Rib Fractures on Whole-Body Trauma Computed Tomography

  • Thomas Weikert;Luca Andre Noordtzij;Jens Bremerich;Bram Stieltjes;Victor Parmar;Joshy Cyriac;Gregor Sommer;Alexander Walter Sauter
    • Korean Journal of Radiology
    • /
    • 제21권7호
    • /
    • pp.891-899
    • /
    • 2020
  • Objective: To assess the diagnostic performance of a deep learning-based algorithm for automated detection of acute and chronic rib fractures on whole-body trauma CT. Materials and Methods: We retrospectively identified all whole-body trauma CT scans referred from the emergency department of our hospital from January to December 2018 (n = 511). Scans were categorized as positive (n = 159) or negative (n = 352) for rib fractures according to the clinically approved written CT reports, which served as the index test. The bone kernel series (1.5-mm slice thickness) served as an input for a detection prototype algorithm trained to detect both acute and chronic rib fractures based on a deep convolutional neural network. It had previously been trained on an independent sample from eight other institutions (n = 11455). Results: All CTs except one were successfully processed (510/511). The algorithm achieved a sensitivity of 87.4% and specificity of 91.5% on a per-examination level [per CT scan: rib fracture(s): yes/no]. There were 0.16 false-positives per examination (= 81/510). On a per-finding level, there were 587 true-positive findings (sensitivity: 65.7%) and 307 false-negatives. Furthermore, 97 true rib fractures were detected that were not mentioned in the written CT reports. A major factor associated with correct detection was displacement. Conclusion: We found good performance of a deep learning-based prototype algorithm detecting rib fractures on trauma CT on a per-examination level at a low rate of false-positives per case. A potential area for clinical application is its use as a screening tool to avoid false-negative radiology reports.

흉부손상의 임상적 고찰 (Clinical evaluation of chest trauma)

  • 김영호
    • Journal of Chest Surgery
    • /
    • 제15권4호
    • /
    • pp.414-421
    • /
    • 1982
  • 200 patients admitted to the Chest Surgery Department of Jeonbug National University Hospital from January, 1974 to December, 1981 were analyzed clinically. The ratio of male to female was 7: 1, which showed male predominance. Distribution of patients according to age disclosed that over half [62%] of the patients was social age between 20 and 49 years. The most common cause of chest trauma was traffic accident [39%], and the next were stab wound, fall down [17.5%], and hit [8.5%] in decreasing order. Common lesions due to chest trauma were as follows; rib fracture [51%], hemopneumothorax, hemothorax, and pneumothorax in decreasing number. The most common cause of rib fracture was traffic accident [50%] and the associated organ injuries were long bone fracture, head injury, spine and pelvic bone fracture, spleen rupture, and liver laceration. Hemothorax, pneumothorax, and hemopneumothorax were treated with insertion of thoracic catheter in 90 cases, pure thoracentesis in 11 cases, and emergency thoracotomy in 11 cases. In flail chest, 6 patients were treated by intramedullary insertion of Kirschner`s wire and the results were good. The incidence of complication was 17%, including atelectasis [11 cases], pyothorax, fibrothorax, pneumonia, and acute respiratory failure. Four patients were died [2%], and the causes were acute respiratory failure in 2 cases, spinal cord injury in one case and head injury in one case.

  • PDF

외상성 횡격막 손상의 치료 (Management of Traumatic Diaphragmatic Rupture)

  • 김선희;조정수;김영대;이호석;송승환;허업;김재훈;박성진
    • Journal of Trauma and Injury
    • /
    • 제25권4호
    • /
    • pp.217-222
    • /
    • 2012
  • Purpose: Diaphragmatic rupture following trauma is often an associated and missed injury. This report is about our experience with treating traumatic diaphragmatic rupture (TDR). Methods: From January 2007 to September 2012, 18 patients who had a diaphragmatic rupture due to blunt trauma or penetrating injury underwent an operation for diaphragmatic rupture at our hospital. We retrospectively reviewed their medical records, including demographic factors, initial vital signs, associated injuries, interval between trauma and diagnosis, injured side of the diaphragm, diagnostic tools, surgical method or approaches, operative time, herniated organs, complications, and mortality. Results: The average age of the patients was 43 years, and 16 patients were male. Causes of trauma included motor vehicle crashes (n=7), falls (n=7), and stab wounds (n=5). The TDR was right-sided in 6 patients and left-sided in 12. The diagnosis was made by using a chest X-ray (n=3), and thorax or upper abdominal computed tomography (n=15). Ten(10) patients were diagnosed within 12 hours. A thoracotomy was performed in 8 patients, a video-assisted thoracoscopic surgery in 4 patients, a laparotomy in 3 patients, and a sternotomy in one patient. Herniated organs were the omentum (n=11), stomach (n=8), spleen and colon (n=6), and liver (n=6). Eighteen diaphragmatic injuries were repaired primarily. Seven patients underwent ventilator care, and two of them had pneumonia and acute respiratory distress syndrome. There were no operative mortalities. Conclusion: Early diagnosis and surgical treatment determine the successful management of TDR with or without the herniation of abdominal organs. The surgical approach to TDR is chosen based on accompanying organ injuries and the injured side.

중증 외상센터 설립 방안 (General Scheme for the Level I Trauma Center in South Korea)

  • 이국종;김재용;이강현;서길준;윤여규
    • Journal of Trauma and Injury
    • /
    • 제18권1호
    • /
    • pp.1-16
    • /
    • 2005
  • An ideal trauma care system would include all the components identified with optimal trauma care, such as prevention, access, acute hospital care, rehabilitation, and research activities. Central to an ideal system is a large resource-rich trauma center. The need for resources is primarily based on the concept of being able to provide immediate medical care for unlimited numbers of injured patients at any time. Optimal resources at such a trauma center would include inhouse board-certified emergency medicine physicians, general surgeons, anesthesiologists, neurosurgeons, and orthopedic surgeons. Other board-certified specialists would be available, within a short time frame, to all patients who require their expertise. This center would require a certain volume of injured patients to be admitted each year, and these patients would include the most severely injured patients within the system. Additionally, certain injuries that are infrequently seen would be concentrated in this special center to ensure that these patients could be properly treated and studied, providing the opportunity to improve the care of these patients. These research activities are necessary to enhance our knowledge of the care of the injured. Basic science research in areas such as shock, brain edema, organ failure, and rehabilitation would also be present in the ideal center. This trauma center would have an integrated concurrent performance improvement program to ensure optimal care and continuous improvement in care. This center would not only be responsible for assessing care delivered within its trauma program, but for helping to organize the assessment of care within the entire trauma system. This ideal trauma center would serve as a total resource for all organizations dealing with the injured patient in the regional area.

Right Coronary Artery Fistula and Occlusion Causing Myocardial Infarction after Blunt Chest Trauma

  • Kim, Kun Il;Lee, Won Yong;Ko, Ho Hyun;Kim, Hyoung Soo;Lee, Hee Sung
    • Journal of Chest Surgery
    • /
    • 제47권4호
    • /
    • pp.402-405
    • /
    • 2014
  • Myocardial infarction (MI) secondary to coronary artery fistula and the subsequent occlusion of the distal right coronary artery (RCA) after blunt chest trauma is a rare entity. Here, we describe a case of coronary artery fistula and occlusion with an inferior MI that occurred following blunt chest trauma. At the initial visit to the emergency room after a car accident, this patient had been undiagnosed with acute myocardial infarction, readmitted five months after ischemic insult, and revealed to have experienced MI due to RCA-right atrial fistula and occlusion of the distal RCA. He underwent coronary surgery and recovered without complications.

Merit of Zone III Resuscitative Endovascular Occlusion of the Aorta under Real-Time Fluoroscopy in Hybrid ER: A Case of REBOA in Traumatic Cardiac Arrest

  • Lee, Sung Do;Chung, Seungwoo;Ki, Young Jun;Seo, Sang Hyun;Park, Chan Yong
    • Journal of Trauma and Injury
    • /
    • 제33권3호
    • /
    • pp.191-194
    • /
    • 2020
  • Resuscitative endovascular balloon occlusion of the aorta (REBOA) is a novel technique to maintain proximal arterial pressure. It is important to locate the balloon catheter correctly in performing REBOA but it is inaccurate to check the catheter position by external measurement. Even if the position of the catheter is initially confirmed by X-ray, it is difficult to determine the location of the catheter that changes according to various situations. We performed REBOA under real-time fluoroscopy and could maintain the catheter in correct position under various situations.

두부손상 이후 발생한 섬망(?妄) 환자 1례(例)에 대한 증례보고 (A case with Delirium caused by cranial trauma)

  • 김경옥;구병수;김주호
    • 동의신경정신과학회지
    • /
    • 제15권2호
    • /
    • pp.229-238
    • /
    • 2004
  • Delirium is a acute syndrome of disorientation caused by dysfunction of brain tissue and has a many varied symtome. It is characteristic of consciousness distrubance with disorientation and dys-mnesia and emotional distrubance. We experienced a 66 year-old man who had a hydrocephalus and hypertension as well as Delirium caused by cranial trauma, and whose condition was improved through Oriental medical treatment. This case study illustrates what the manifestation of Delirium caused by cranial trauma and drug abuse etc. is and how Delirium improved.

  • PDF

복부 손상을 동반한 흉부손상 환자의 외과적 치료 (Surgical Treatment of Thoracic Injuries Combined with Abdominal Injuries)

  • 정성운;김병준;이성광
    • Journal of Chest Surgery
    • /
    • 제28권9호
    • /
    • pp.842-846
    • /
    • 1995
  • Recently, the trauma patients have been markedly increasing due to the vast increase of traffic accident, industrial disaster, incidental accident and violence. The authors have analysed of 22 patients of thoracic injuries combined with abdominal injuries and summarized as follows. The ratio of male to female was 3.4:1 and their age distribution was from 5 years to 68 years and mean age was 34.4 years. The etiologies of injury were traffic accident, stab wound, fall down and violence. Associated injuries were fractures, bowel perforation, kidney rupture, head injury, liver laceration, spleen rupture and so forth. The modes of treatment were closed thoracostomy, repair of diaphragm, ruptured bowel repair, explo-thoracotomy, splenectomy, hepatic lobectomy in this order of frequency. The postoperative complications were atelectasis, wound infection, pneumonia, empyema, acute renal failure, respiratory failure and bleeding. The mortality rate was 13.6% [3/22 and the causes of death were respiratory failure 1 case, acute renal failure 1 case and hypovolemic shock 1 case.

  • PDF

Chronic epidural hematoma evacuated through surgical treatment: a case report

  • Sin, Eui Gyu
    • Journal of Trauma and Injury
    • /
    • 제35권1호
    • /
    • pp.43-45
    • /
    • 2022
  • Epidural hematoma (EDH) can sometimes be life-threatening, although small-volume EDHs can resolve spontaneously like other intracranial hematomas. However, in rare cases, EDH can transform into a chronic form instead of disappearing. In contrast to subdural hematoma, there is no agreed-upon definition or treatment of chronic EDH. A 41-year-old male patient with acute EDH in the bilateral paravertical area due to partial rupture of the sagittal sinus was operated first, and then remnant contralateral hematoma was treated conservatively. One month after surgery, he showed hemiparesis, and brain imaging revealed chronic EDH at the location of the remnant acute hematoma. We performed surgery again to treat chronic EDH through a large craniotomy. Although many cases of EDH are self-limited, clinicians must keep in mind that some cases of EDH, especially those of venous origin and arising in young people, can become chronic and require surgical treatment.

Complex Pathophysiology of Abusive Head Trauma with Poor Neurological Outcome in Infants

  • Park, Young Soo
    • Journal of Korean Neurosurgical Society
    • /
    • 제65권3호
    • /
    • pp.385-396
    • /
    • 2022
  • Abusive head trauma (AHT) in infants, especially acute subdural hematoma, has an extremely poor outcome. The most decisive and important finding is the appearance of a widespread low-density area on head computed tomography. This phenomenon was traditionally thought to be caused by cerebral ischemia. However, many other pathophysiological abnormalities have been found to be intricately involved. Recent studies have found that status epilepticus and hyperperfusion injures are the major causes. Another serious problem associated with AHT is cardiopulmonary arrest (CPA). Many infants are reported to visit to the hospital with CPA, and its pathophysiology has not been fully elucidated. This paper examines the background of these pathological conditions and associated factors and elucidate the pathophysiological mechanisms resulting in poor outcomes in AHT. In addition to the intensity of assault on the head, the peculiar pathophysiological characteristics in infants, as well as the social background specific to child abuse, are found to be associated with poor outcome.