1.Deploying artificial intelligence in the detection of adult appendicular and pelvic fractures in the Singapore emergency department after hours: efficacy, cost savings and non-monetary benefits.
John Jian Xian QUEK ; Oliver James NICKALLS ; Bak Siew Steven WONG ; Min On TAN
Singapore medical journal 2025;66(4):202-207
INTRODUCTION:
Radiology plays an integral role in fracture detection in the emergency department (ED). After hours, when there are fewer reporting radiologists, most radiographs are interpreted by ED physicians. A minority of these interpretations may miss diagnoses, which later require the callback of patients for further management. Artificial intelligence (AI) has been viewed as a potential solution to augment the shortage of radiologists after hours. We explored the efficacy of an AI solution in the detection of appendicular and pelvic fractures for adult radiographs performed after hours at a general hospital ED in Singapore, and estimated the potential monetary and non-monetary benefits.
METHODS:
One hundred and fifty anonymised abnormal radiographs were retrospectively collected and fed through an AI fracture detection solution. The radiographs were re-read by two radiologist reviewers and their consensus was established as the reference standard. Cases were stratified based on the concordance between the AI solution and the reviewers' findings. Discordant cases were further analysed based on the nature of the discrepancy into overcall and undercall subgroups. Statistical analysis was performed to evaluate the accuracy, sensitivity and inter-rater reliability of the AI solution.
RESULTS:
Ninety-two examinations were included in the final study radiograph set. The AI solution had a sensitivity of 98.9%, an accuracy of 85.9% and an almost perfect agreement with the reference standard.
CONCLUSION
An AI fracture detection solution has similar sensitivity to human radiologists in the detection of fractures on ED appendicular and pelvic radiographs. Its implementation offers significant potential measurable cost, manpower and time savings.
Humans
;
Singapore
;
Emergency Service, Hospital
;
Fractures, Bone/diagnostic imaging*
;
Artificial Intelligence
;
Retrospective Studies
;
Adult
;
Male
;
Female
;
Cost Savings
;
Middle Aged
;
Pelvic Bones/diagnostic imaging*
;
Reproducibility of Results
;
Aged
;
Sensitivity and Specificity
;
Radiography
2.Clinical and therapeutic analysis of 22 patients with traumatic spinopelvic dissociation.
Min WU ; Jianzhong GUAN ; Xiaotian CHEN ; Xiaopan WANG ; Peishuai ZHAO ; Yongsheng WANG ; Jiaqiang CHEN ; Leyu LIU ; Renjie LI
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(6):692-700
OBJECTIVE:
To review the clinical characteristics of patients with traumatic spinopelvic dissociation (SPD) and explore the diagnostic and therapeutic methods.
METHODS:
A clinical data of 22 patients with SPD who underwent surgical treatment between March 2019 and August 2024 was retrospectively analyzed. There were 13 males and 9 females, with an average age of 35.5 years (range, 14-61 years). The causes of injury included falling from height in 16 cases, traffic accidents in 5 cases, and compression injury in 1 case. Sacral fractures were classified based on morphology into "U" type (9 cases), "H" type (7 cases), "T" type (4 cases), and "λ" type (2 cases). According to the Roy-Camille classification, there were 4 cases of type Ⅰ, 12 cases of type Ⅱ, 2 cases of type Ⅲ, and 4 cases of type Ⅳ. The Cobb angle was (35.7± 22.0)°. Sixteen patients were accompanied by lumbosacral trunk and cauda equina nerve injury, which was classified as grade Ⅱ in 5 cases, grade Ⅲ in 5 cases, and grade Ⅳ in 6 cases according to the Gibbons grading. The time from injury to operation was 2-17 days (mean, 5.7 days). Based on the type of sacral fracture and sacral nerve injury, 6 cases were treated with closed reduction and minimally invasive percutaneous sacroiliac screw fixation, 16 cases were treated with open reduction and lumbar iliac fixation (8 cases)/triangular fixation (8 cases). Among them, 11 patients with severe fracture displacement and kyphotic deformity leading to sacral canal stenosis or bony impingement within the sacral foramen underwent laminectomy and sacral nerve decompression. X-ray films and CT were reviewed during followed-up. The Matta score was used to evaluate the quality of fracture reduction. At last follow-up, the Majeed score was used to assess the functional recovery, and the Gibbons grading was used to evaluate the nerve function.
RESULTS:
All operations were successfully completed. All patients were followed up 8-64 months (mean, 20.4 months). Two patients developed deep vein thrombosis of the lower limbs, 2 had incision infections, and 1 developed a sacral pressure ulcer; no other complications occurred. Radiological examination showed that the Cobb angle was (12.0±6.8)°, which was significantly different from the preoperative one ( t=6.000, P<0.001). The Cobb angle in 16 patients who underwent open reduction was (14.9±5.5)°, which was significantly different from the preoperative one [(46.8±13.9)° ] ( t=8.684, P<0.001). According to the Matta scoring criteria, the quality of fracture reduction was rated as excellent in 8 cases, good in 7 cases, fair in 5 cases, and poor in 2 cases, with an excellent and good rate of 68.2%. Bone callus formation was observed at the fracture site in all patients at 12 weeks after operation, and bony union achieved in all cases at last follow-up, with a healing time ranging from 12 to 36 weeks (mean, 17.6 weeks). At last follow-up, the Majeed score was rated as excellent in 7 cases, good in 10 cases, fair in 4 cases, and poor in 1 case, with an excellent and good rate of 77.3%. One patient experienced a unilateral iliac screw breakage at 12 months after operation, but the fracture had already healed, and there was no loss of reduction. Among the 16 patients with preoperative sacral nerve injury, 11 cases showed improvement in nerve function (6 cases) or recovery (5 cases).
CONCLUSION
SPD with low incidence, multiple associated injuries, and high incidence of sacral nerve injury, requires timely decompression of the sacral canal for symptomatic sacral nerve compression, fractures reduction, deformities correction, and stable fixation.
Humans
;
Adult
;
Female
;
Male
;
Retrospective Studies
;
Middle Aged
;
Spinal Fractures/diagnostic imaging*
;
Adolescent
;
Sacrum/diagnostic imaging*
;
Fracture Fixation, Internal/methods*
;
Young Adult
;
Pelvic Bones/surgery*
;
Treatment Outcome
;
Bone Screws
3.Measurement and clinical validation of safe distance for LC- Ⅱ screw placement using iliac oblique view.
Hongwei FU ; Ansu WANG ; Lin CHEN
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(10):1304-1309
OBJECTIVE:
To define a safe distance range from the LC-Ⅱ screw trajectory to the apex of the greater sciatic notch based on pelvic CT measurements, and to clinically assess the feasibility of using this range under iliac oblique view combined with iliac tangential view fluoroscopy to guide screw insertion.
METHODS:
CT scans of 104 normal pelvises collected between January 2022 and February 2025 were analyzed. There were 52 males and 52 females, with a median age of 45.8 years (range, 19-76 years). The RadiAnt DICOM Viewer software was used to reconstruct coronal, sagittal, and axial sections of the potential LC-Ⅱ screw trajectory. The maximum safety distance (Dmax) and the optimal safety distance (Dopt) from this trajectory to the greater sciatic notch were measured on the coronal and sagittal views. A retrospective analysis was conducted on 21 patients with LC-Ⅱ type pelvic fractures treated with the LC-Ⅱ screws fixation. And the screws were placed within the pre-defined safe distance under guidance from the iliac oblique view and iliac tangential view. Postoperative CT scans were obtained to evaluate the accuracy of screw placement.
RESULTS:
Radiographic measurements from the 104 cases showed that Dmax ranged from 1.87 to 3.87 cm (mean, 2.79 cm), and Dopt ranged from 1.01 to 2.92 cm (mean, 1.84 cm). Both Dmax and Dopt were significantly greater in the males than in the females ( P>0.05). No significant difference was found between the left and right sides within the same gender ( P>0.05). All 21 patients successfully underwent fracture reduction and fixation, with a total of 23 LC-Ⅱscrews implanted. According to the Lonstein grading system, the screw placement accuracy was rated as excellent in 16 screws, good in 3, fair in 3, and poor in 1, with an excellent and good rate of 82.6%.
CONCLUSION
Utilizing a CT-defined safe distance range from the screw trajectory to the greater sciatic notch, and adhering to this range under iliac oblique view combined with iliac tangential view fluoroscopy, enables the accurate and precise placement of LC-Ⅱ screws.
Humans
;
Male
;
Female
;
Middle Aged
;
Bone Screws
;
Adult
;
Tomography, X-Ray Computed/methods*
;
Aged
;
Ilium/surgery*
;
Pelvic Bones/diagnostic imaging*
;
Fracture Fixation, Internal/instrumentation*
;
Retrospective Studies
;
Fluoroscopy
;
Fractures, Bone/diagnostic imaging*
;
Young Adult
4.Digital study of IdebergⅡregional pelvic fracture anatomical plate based on 3D metal printing technology.
Yi ZHANG ; Jia-Kai ZHANG ; Jun-Long WU ; Yi ZHENG
China Journal of Orthopaedics and Traumatology 2025;38(3):293-297
OBJECTIVE:
To establish digital model of Ideberg typeⅡregional glenoid fracture anatomical plate with 3D metal printing technology.
METHODS:
The scapular imaging data of a 34-year-old healthy male volunteer were retrospectively selected. Mimics 15.01, NX 12.0 and other software were used to design Ideberg typeⅡ regional scapular fracture guide plate system. STL data were input into a metal 3D printer to print 1∶1 scapular model and anatomical plate of scapular pelvis with guide sleeve. The fit of the plate was tested in vitro and the accuracy of the screw position was evaluated by imaging. The printing time of scapular model, design of the nail path and making time of the anatomic guided plate were recorded.
RESULTS:
3D metal-printed Ideberg typeⅡ guide plate for scapular fracture fitted well to 3D printed scapular model, the locking screw was oriented accurately, and X-ray and CT showed good screw position. The printing time of scapula model, time of nail path design and special-shaped anatomical guide plate production were 52.0, 15.0 and 320 min, respectively.
CONCLUSION
Anatomical plates based on 3D metal printing technology could achieve good adhesion of Ideberg typeⅡ regional fractures and precise screw placement, providing a new and accurate surgical method for the treatment of Ideberg typeⅡ glenoid fractures.
Humans
;
Printing, Three-Dimensional
;
Male
;
Adult
;
Bone Plates
;
Fractures, Bone/diagnostic imaging*
;
Fracture Fixation, Internal/methods*
;
Pelvic Bones/surgery*
;
Metals
;
Scapula/surgery*
;
Models, Anatomic
5.Is computed tomography cystography indicated in children with pelvic fractures?
Alexander BECKER ; Ori YASLOWITZ ; Joseph DUBOSE ; Kobi PELEG ; Yaakov DASKAL ; Adi GIVON ; Boris KESSEL
Chinese Journal of Traumatology 2020;23(3):181-184
PURPOSE:
Pelvic fracture evaluation with abdominopelvic computed tomography (CT) and formal CT cystography for rule out of urine bladder injury have been commonly employed in pediatric trauma patients. The additional delayed imaging required to obtain optimal CT cystography is, however, associated with increased doses of ionizing radiation to pelvic organs and represent a significant risk in the pediatric population for future carcinogenic risk. We hypothesized that avoidance of routine CT cystography among pediatric pelvic fracture victims would not result in an appreciable rate of missed bladder injuries and would aid in mitigating the radiation exposure risk associated with these additional images.
METHODS:
A retrospective cohort study involving blunt trauma pelvic fractures among pediatric trauma patients (age<14) between the years 1997 and 2016 was conducted utilizing the Israeli National Trauma Registry. Statistical analysis was performed using SAS statistical software version 9.4 via the tests of Chi-square test and two-sided Fisher's exact test. A p value of less than 0.05 was considered statistically significant.
RESULTS:
A total of 1072 children were identified from the registry for inclusion. Mean age of patients was 7.7 years (range 0-14) and 713 (66.5%) were male. Overall mortality in this population was 4.1% (44/1072). Only 2.1% (23) of pediatric patients with pelvic fractures had bladder injury identified, with just 9 children having intraperitoneal bladder rupture (0.8% of all the patients).
CONCLUSION
The vast majority of blunt pediatric trauma victims with pelvic fractures do not have urine bladder injuries. Based on our study results we do not recommend the routine utilization of CT cystography in this unique population.
Adolescent
;
Child
;
Child, Preschool
;
Cohort Studies
;
Cystography
;
methods
;
Female
;
Fractures, Bone
;
diagnostic imaging
;
Humans
;
Infant
;
Male
;
Pelvic Bones
;
diagnostic imaging
;
injuries
;
Risk
;
Tomography, X-Ray Computed
;
methods
;
Unnecessary Procedures
;
Urinary Bladder
;
diagnostic imaging
;
injuries
6.Effective Treatment of Paget's Disease of the Bone in a Chinese Woman.
Annals of the Academy of Medicine, Singapore 2018;47(12):528-530
Alkaline Phosphatase
;
metabolism
;
Asian Continental Ancestry Group
;
Bone Density Conservation Agents
;
therapeutic use
;
China
;
Denosumab
;
therapeutic use
;
Diabetes Mellitus, Type 2
;
complications
;
Female
;
Humans
;
Hyperlipidemias
;
complications
;
Hypertension
;
complications
;
Middle Aged
;
Osteitis Deformans
;
complications
;
diagnostic imaging
;
drug therapy
;
metabolism
;
Pelvic Bones
;
diagnostic imaging
;
Renal Insufficiency, Chronic
;
complications
;
Singapore
;
Tibia
;
diagnostic imaging
;
Treatment Outcome
7.The role of multidetector computed tomography versus digital subtraction angiography in triaging care and management in abdominopelvic trauma.
James Thomas Patrick Decourcy HALLINAN ; Cher Heng TAN ; Uei PUA
Singapore medical journal 2016;57(9):497-502
INTRODUCTIONThis study aimed to assess the ability of contrast-enhanced computed tomography (CECT) to detect active abdominopelvic haemorrhage in patients with blunt trauma, as compared to digital subtraction angiography (DSA).
METHODSIn this retrospective study, patients who underwent DSA within 24 hours following CECT for blunt abdominal and/or pelvic trauma were identified. The computed tomography (CT) trauma protocol consisted of a portal venous phase scan without CT angiography; delayed phase study was performed if appropriate. All selected CECT studies were independently reviewed for the presence of active extravasation of contrast by two radiologists, who were blinded to the DSA results. Fisher's exact test was used to correlate the presence of extravasation on CT with subsequent confirmed haemorrhage on DSA.
RESULTSDuring the eight-year study period, 51 patients underwent CECT prior to emergent DSA for abdominal or pelvic trauma. Evidence of active extravasation of contrast on CECT was observed in 35 patients and active haemorrhage was confirmed on DSA in 31 of these patients; embolisation was performed in all 31 patients. Two patients who were negative for active extravasation of contrast on CECT but positive for active haemorrhage on DSA had extensive bilateral pelvic fractures and haematomas. The sensitivity, specificity, and positive and negative predictive values of CECT in detecting active abdominopelvic haemorrhage, as compared to DSA, were 93.9%, 77.8%, 88.6% and 87.5%, respectively.
CONCLUSIONWhen compared with DSA, dual-phase CECT without CT angiography shows high sensitivity and positive predictive value for the detection of active haemorrhage in patients with blunt abdominopelvic trauma.
Adolescent ; Adult ; Aged ; Aged, 80 and over ; Angiography, Digital Subtraction ; Female ; Humans ; Male ; Middle Aged ; Multidetector Computed Tomography ; Observer Variation ; Pelvic Bones ; Pelvis ; injuries ; Radiology ; methods ; Retrospective Studies ; Wounds, Nonpenetrating ; diagnostic imaging ; Young Adult
8.Bilateral segmental pelvic and femoral fractures in a young female: A rare case report.
Raju VAISHYA ; Amit-Kumar AGARWAL ; Nishint GUPTA ; Vipul VIJAY
Chinese Journal of Traumatology 2016;19(5):286-289
The management of multiple complicated injured patients remains a great challenge despite advance- ments in modern medical care. We present a rare case of bilateral unstable pelvic fractures associated with bilateral segmental femoral shaft fractures.We have proposed a mechanism of such complex injury pattern and discussed the plan of management. We believe that a timely and aggressive surgical intervention to fix all the major fractures soon after medically stabilizing the patient helped our patient to overcome these serious and lethal injuries. It is necessary to establish an optimal protocol for management of such complex fractures by conducting prospective and multicentric studies in the future.
Adult
;
Female
;
Femoral Fractures
;
diagnostic imaging
;
surgery
;
Humans
;
Pelvic Bones
;
diagnostic imaging
;
injuries
9.Hepatocellular Carcinoma with Cervical Spine and Pelvic Bone Metastases Presenting as Unknown Primary Neoplasm.
Seawon HWANG ; Jieun LEE ; Jung Min LEE ; Sook Hee HONG ; Myung Ah LEE ; Hoo Geun CHUN ; Ho Jong CHUN ; Sung Hak LEE ; Eun Sun JUNG
The Korean Journal of Gastroenterology 2015;66(1):50-54
The occurrence of hepatocellular carcinoma (HCC) is closely associated with viral hepatitis or alcoholic hepatitis. Although active surveillance is ongoing in Korea, advanced or metastatic HCC is found at initial presentation in many patients. Metastatic HCC presents with a hypervascular intrahepatic tumor and extrahepatic lesions such as lung or lymph node metastases. Cases of HCC presenting as carcinoma of unknown primary have been rarely reported. The authors experienced a case of metastatic HCC in a patient who presented with a metastatic bone lesion but no primary intrahepatic tumor. This case suggests that HCC should be considered as a differential diagnosis when evaluating the primary origin of metastatic carcinoma.
Antineoplastic Agents/therapeutic use
;
Bone Neoplasms/*diagnosis/diagnostic imaging/secondary
;
Carcinoma, Hepatocellular/*diagnosis/drug therapy
;
Cervical Cord/pathology
;
Chemoembolization, Therapeutic
;
Gamma Rays
;
Humans
;
Liver Neoplasms/*diagnosis/drug therapy
;
Magnetic Resonance Imaging
;
Male
;
Middle Aged
;
Neoplasms, Unknown Primary/pathology
;
Niacinamide/analogs & derivatives/therapeutic use
;
Pelvic Bones/pathology
;
Phenylurea Compounds/therapeutic use
;
Tomography, X-Ray Computed
10.Radiographic anatomical analysis of the pelvic Teepee view.
Hong-min CAI ; Chuan-de CHENG ; Xue-jian WU ; Wu-chao WANG ; Jin-cheng TANG ; Shou-ya CHANG ; Wei-feng DUAN ; Wu-yin LI
China Journal of Orthopaedics and Traumatology 2015;28(5):408-411
OBJECTIVESTo research radiographic anatomy of the main structure of the pelvic Teepee view, including its azimuth direction and view anatomy structure.
METHODSFrom June 2013 to June 2014 adult pelvic CT examination results were filtered, excluding skeletal deformities and pelvic osseous destruction caused by tumors, trauma, etc. The data of 2.0 mm contiguous CT scan of 9 adults' intact pelves was,selected and input into Mimics 10.01 involving 7 males and 2 females with an average age of (41.2±10.3) years old. Utilizing the software, the 3D CT reconstructions of the pelves were completed. Setting the transparency being high,the pelvic 3D reconstructions were manipulated from the pelvic anteroposterior view to the combined obturator oblique outlet view and fine-tuned till the regular Teepee-or teardrop-shaped appearance emerges. Cutting tools of the software were at the moment applied to separate the "Teepee" from the main pelvis for each reconstruction. Then the "Teepee" and the rest (main) part of the pelvis were displayed in different color to facilitate the analysis on the Teepee, iliac-oblique, and anteroposterior views.
RESULTSThe "Teepee" started from the posterolateral aspect of the anterior inferior iliac spine and finished at the cortex between the posterior superior iliac spine and the posterior inferior iliac spine in a direction of being from caudal-anterior-lateral to cranial-posterior-medial. The radiographic anatomical composition of the "Teepee" contained one tip, one base,and two aspects. With the inner and outer iliac tables being the inner and outer aspects of the "Teepee", the tip is consequently formed by their intersection. The base is imaged from the cortex of the greater sciatic notch. The medial-inferior-posterior portion of the "Teepee" contains a small part of sacroiliac joint and its corresponding side of bone of the sacrum.
CONCLUSIONSThe "Teepee" is a zone of ample osseous structures of the pelvis, aside from a small medial-inferior-posterior portion, the main zone of which can be accepted as a safe osseous zone for the anchor of implants stabilizing certain pelvic and acetabular fracture patterns. The Teepee view can be utilized as guidance for the safe percutaneous insertion of such implants.
Adult ; Female ; Fractures, Bone ; diagnostic imaging ; surgery ; Humans ; Male ; Middle Aged ; Pelvic Bones ; anatomy & histology ; diagnostic imaging ; injuries ; surgery ; Sacroiliac Joint ; diagnostic imaging ; Tomography, X-Ray Computed ; Young Adult

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