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1.
Emerg Med Australas ; 35(5): 842-848, 2023 10.
Article in English | MEDLINE | ID: mdl-37308166

ABSTRACT

OBJECTIVE: Blunt traumatic diaphragmatic injury (TDI) is typically associated with severe trauma and concomitant injuries. It is a diagnostic challenge in the setting of blunt trauma and can be easily overlooked especially in the acute phase often dominated by concurrent injuries. METHODS: A retrospective review was conducted of patients with blunt-TDI identified from a level 1 trauma registry. Variables associated with early versus delayed diagnosis as well as non-survivor and survivor groups were collected to examine factors associated with delayed diagnosis. RESULTS: A total of 155 patients were included (mean age 46 ± 20, 60.6% male). Diagnosis was made <24 h in 126 (81.3%), and >24 h in 29 (18.7%). Of the delayed diagnosis group, 14 (48%) were diagnosed >7 days. Overall, 27 (21.4%) patients had a diagnostic initial CXR and 64 (50.8%) had a diagnostic initial CT. Fifty-eight (37.4%) patients were diagnosed intraoperatively. Of the delayed diagnosis group, 22 (75.9%) had no initial signs on CXR or CT, 15 (52%) of this group had persistent pleural-effusions/elevated-hemidiaphragm leading to further investigation and diagnosis. No significant difference in survival was observed between early and delayed diagnoses, no clinically significant injury patterns to predict delayed diagnoses were noted. CONCLUSION: The diagnosis of TDI is challenging. Without frank signs of herniation of abdominal contents on CXR or CT, the diagnosis is often not made on initial imaging. In patients with the evidence of blunt traumatic injury in the lower-chest/upper-abdomen, a high degree of clinical suspicion should be held and follow-up CXRs/CTs arranged.


Subject(s)
Trauma Centers , Wounds, Nonpenetrating , Humans , Male , Female , Delayed Diagnosis , Tomography, X-Ray Computed , Diaphragm/diagnostic imaging , Diaphragm/injuries , Diaphragm/surgery , Wounds, Nonpenetrating/diagnostic imaging , Wounds, Nonpenetrating/epidemiology , Retrospective Studies
2.
World J Surg ; 47(2): 330-339, 2023 02.
Article in English | MEDLINE | ID: mdl-36336771

ABSTRACT

BACKGROUND: Current diagnosis and classification of thyroid nodules are susceptible to subjective factors. Despite widespread use of ultrasonography (USG) and fine needle aspiration cytology (FNAC) to assess thyroid nodules, the interpretation of results is nuanced and requires specialist endocrine surgery input. Using readily available pre-operative data, the aims of this study were to develop artificial intelligence (AI) models to classify nodules into likely benign or malignant and to compare the diagnostic performance of the models. METHODS: Patients undergoing surgery for thyroid nodules between 2010 and 2020 were recruited from our institution's database into training and testing groups. Demographics, serum TSH level, cytology, ultrasonography features and histopathology data were extracted. The training group USG images were re-reviewed by a study radiologist experienced in thyroid USG, who reported the relevant features and supplemented with data extracted from existing reports to reduce sampling bias. Testing group USG features were extracted solely from existing reports to reflect real-life practice of a non-thyroid specialist. We developed four AI models based on classification algorithms (k-Nearest Neighbour, Support Vector Machine, Decision Tree, Naïve Bayes) and evaluated their diagnostic performance of thyroid malignancy. RESULTS: In the training group (n = 857), 75% were female and 27% of cases were malignant. The testing group (n = 198) consisted of 77% females and 17% malignant cases. Mean age was 54.7 ± 16.2 years for the training group and 50.1 ± 17.4 years for the testing group. Following validation with the testing group, support vector machine classifier was found to perform best in predicting final histopathology with an accuracy of 89%, sensitivity 89%, specificity 83%, F-score 94% and AUROC 0.86. CONCLUSION: We have developed a first of its kind, pilot AI model that can accurately predict malignancy in thyroid nodules using USG features, FNAC, demographics and serum TSH. There is potential for a model like this to be used as a decision support tool in under-resourced areas as well as by non-thyroid specialists.


Subject(s)
Thyroid Neoplasms , Thyroid Nodule , Female , Humans , Adult , Middle Aged , Aged , Male , Thyroid Nodule/diagnostic imaging , Thyroid Nodule/surgery , Artificial Intelligence , Bayes Theorem , Predictive Value of Tests , Thyroid Neoplasms/diagnostic imaging , Thyroid Neoplasms/surgery , Ultrasonography , Thyrotropin , Sensitivity and Specificity
3.
Emerg Med Australas ; 35(1): 6-13, 2023 02.
Article in English | MEDLINE | ID: mdl-36347522

ABSTRACT

Haemorrhagic shock after trauma is a leading cause of death worldwide, particularly in young individuals. Despite advances in trauma systems and resuscitation strategies, mortality from haemorrhagic shock has not declined over the previous two decades. A proportion of shocked trauma patients may experience a deficiency of cortisol relative to the severity of their injury. The benefit of exogenous steroid administration in patients suffering haemorrhagic shock as a result of injury is unclear. A systematic review of four databases (Ovid Medline, Ovid Embase, Cochrane, Scopus) was undertaken. Inclusion and exclusion criteria were pre-determined and two reviewers independently screened the articles with disagreements arbitrated by a third reviewer. The primary outcome variable was 28-day mortality. Quality of studies were assessed using the Cochrane-risk-of-bias (RoB 2) tool. Of the 2919 studies yielded by the search strategy, 1274 duplicates were removed and 1645 screened on title and abstract. After the full text of 33 studies were assessed, two articles were included. Both studies were over 30 years old with small numbers of participants and with primary outcomes not including mortality. Of the data available, no statistically significant difference in mortality was detected. Hospital length of stay, reversal of shock or adverse events were not reported. Both studies were at risk of bias. There are no high quality or recent studies in the English literature investigating the use of steroids for haemorrhagic shocked trauma patients. PROSPERO: CRD42021239656.


Subject(s)
Shock, Hemorrhagic , Humans , Adult , Shock, Hemorrhagic/drug therapy , Hemorrhage , Resuscitation , Hydrocortisone
4.
ANZ J Surg ; 92(6): 1428-1433, 2022 06.
Article in English | MEDLINE | ID: mdl-35412008

ABSTRACT

BACKGROUND: Medullary thyroid cancer (MTC) is rare, with poorer outcomes than differentiated thyroid cancer. We aimed to identify areas for improvement in the pre-operative evaluation of patients with possible MTC in a high-volume endocrine surgery unit in accordance with current practice guidelines. We hypothesised that the selective use of serum calcitonin (sCT) as a biomarker for possible MTC could guide the extent of initial surgical management. METHODS: We recruited MTC patients between 2000 and 2020 from the Monash University Endocrine Surgery Unit database. Demographics, tumour characteristics, pre-operative evaluation, operative management, and outcomes were analysed. RESULTS: Of 1454 thyroid cancer patients, 43 (3%) had MTC. Pre-operatively, 36 (84%) patients with MTC confirmed on cytology (28, 65%), elevated sCT (6, 14%) or RET mutation (2, 4%). Of these 36 patients, 31 (86%) had optimal extent of thyroidectomy and lymph node dissection (LND). Five (14%) had less than total thyroidectomy due to nerve injury. Thirty-four patients had compartmental LND. In the 12 (27%) patients with indeterminate or non-diagnostic cytology, 5 had elevated sCT and were managed as above. None of the remaining seven had LND, thus potentially suboptimal surgery. CONCLUSION: Our findings reflect the rarity of MTC, and the challenges of pre-operative diagnosis. The addition of sCT may improve surgical planning in patients with indeterminate cytology.


Subject(s)
Bone Density Conservation Agents , Carcinoma, Medullary , Carcinoma, Neuroendocrine , Thyroid Neoplasms , Calcitonin , Carcinoma, Medullary/surgery , Carcinoma, Neuroendocrine/surgery , Humans , Thyroid Neoplasms/pathology , Thyroidectomy
5.
ANZ J Surg ; 91(10): 1996-2001, 2021 10.
Article in English | MEDLINE | ID: mdl-33522696

ABSTRACT

BACKGROUND: Spiradenocarcinoma is a rare skin adnexal neoplasm that may behave aggressively. It is often associated with a benign slow-growing spiradenoma that has undergone malignant transformation. Given the paucity of cases in the literature, there is a lack of consensus on treatment. METHODS: The terms 'malignant spiradenoma' or 'spiradenocarcinoma' were systematically used to search the PubMed, MEDLINE and Google Scholar databases. A total of 182 cases of spiradenocarcinoma were identified as eligible for this comprehensive literature review. RESULTS: Spiradenocarcinoma was commoner in older age and Caucasian race. In most cases, surgical excision for local disease is the mainstay of treatment. Lymph node dissection is usually reserved for those with suspected or confirmed lymph node metastases. High rates of local recurrence (20.8%), metastasis (37.4%) and mortality (19.1%) were identified, prompting some authors to suggest regular follow up including chest X-rays and liver function tests. CONCLUSIONS: Patients with spiradenocarcinoma may benefit from a magnetic resonance imaging and fluorodeoxyglucose-positron emission tomography/computed tomography to establish the extent of disease. We recommend wide local excision as the treatment of choice to achieve surgical margins of ≥1 cm, with node resection to be determined on a case-to-case basis. Regular follow up is important given the high rate of local recurrence, metastasis and mortality. This should include an examination of the regional lymph nodes. Further research is required to refine an evidence-based approach to spiradenocarcinoma.


Subject(s)
Skin Neoplasms , Sweat Gland Neoplasms , Aged , Humans , Lymph Nodes , Lymphatic Metastasis , Neoplasm Recurrence, Local/diagnosis , Neoplasm Recurrence, Local/epidemiology , Sweat Gland Neoplasms/diagnosis , Sweat Gland Neoplasms/surgery
11.
Trauma Case Rep ; 12: 63-65, 2017 Dec.
Article in English | MEDLINE | ID: mdl-29644288

ABSTRACT

Chylothorax caused by blunt trauma is extremely rare. We present a case of bilateral massive chylothorax post blunt trauma and a review of the literature regarding the identification and management of this rare diagnosis. An eighteen-year-old male was involved in a motor vehicle crash where he sustained multiple injuries including a right, moderate to large, haemopneumothorax, a small left haemopneumothorax, left T8, T9, L1 and L2 acute transverse process fractures and fractures of bilateral 11th ribs. An intercostal catheter was inserted on the right side which initially drained blood-stained fluid however milky colour fluid was noted to be draining 11 h post insertion. Further imaging revealed a left pleural effusion causing a mediastinal shift where, once drained, also revealed a chylothorax. The patient was managed conservatively with bilateral intercostal catheters and a no fat/low-fat diet. The patient was discharged day seven post removal of bilateral intercostal catheters.

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