Your browser doesn't support javascript.
loading
: 20 | 50 | 100
1 - 8 de 8
1.
Am Surg ; 90(6): 1357-1364, 2024 Jun.
Article En | MEDLINE | ID: mdl-38279933

BACKGROUND: Computed tomography imaging routinely detects incidental findings; most research focuses on malignant findings. However, benign diseases such as hiatal hernia also require identification and follow-up. Natural language algorithms can help identify these non-malignant findings. METHODS: Imaging of adult trauma patients from 2010 to 2020 who underwent CT chest/abdomen/pelvis was evaluated using an open-source natural language processor to query for hiatal hernias. Patients who underwent subsequent imaging, endoscopy, fluoroscopy, or operation were retrospectively reviewed. RESULTS: 1087(10.6%) of 10 299 patients had incidental hiatal hernias: 812 small (74.7%) and 275 moderate/large (25.3%). 224 (20.7%) had subsequent imaging or endoscopic evaluation. Compared to those with small hernias, patients with moderate/large hernias were older (66.3 ± 19.4 vs 79.6 ± 12.6 years, P < .001) and predominantly female (403[49.6%] vs 199[72.4%], P < .001). Moderate/large hernias were not more likely to grow (small vs moderate/large: 13[7.6%] vs 8[15.1%], P = .102). Patients with moderate/large hernias were more likely to have an intervention or referral (small vs moderate/large: 6[3.5%] vs 7[13.2%], P = .008). No patients underwent elective or emergent hernia repair. Three patients had surgical referral; however, only one was seen by a surgeon. One patient death was associated with a large hiatal hernia. CONCLUSIONS: We demonstrate a novel utilization of natural language processing to identify patients with incidental hiatal hernia in a large population, and found a 10.6% incidence with only 1.2%. (13/1087) of these receiving a referral for follow-up. While most incidental hiatal hernias are small, moderate/large and symptomatic hernias have high risk of loss-to-follow-up and need referral pipelines to improve patient outcomes.


Hernia, Hiatal , Incidental Findings , Tomography, X-Ray Computed , Humans , Hernia, Hiatal/diagnostic imaging , Hernia, Hiatal/complications , Female , Male , Aged , Retrospective Studies , Middle Aged , Aged, 80 and over , Herniorrhaphy/methods , Natural Language Processing
2.
Am Surg ; 89(11): 4496-4500, 2023 Nov.
Article En | MEDLINE | ID: mdl-35971744

Surgical education has evolved over time to incorporate supplemental modalities of training beyond the operating room. Even with the utility of simulation software and didactic education, there is still a need to provide surgical residents with experience in live tissue dissection and tissue handling while maintaining patient safety. In our program, after two clinical years, residents participate in a year of translational research which uses porcine models for complex open abdominal procedures. During the porcine surgeries, our residents are guided by the supervising attending to perform key portions of the procedure typically reserved for those more senior trainees. We found in a survey that research residents after two clinical years found this experience with large animal surgeries helped them better navigate anatomic structures and would recommend this to future trainees. We believe this dual-purpose research-training model provides a valuable resource that can be adapted to other programs.


Animal Experimentation , Internship and Residency , Humans , Animals , Swine , Education, Medical, Graduate/methods , Curriculum , Educational Status , Clinical Competence
3.
Cureus ; 14(11): e31466, 2022 Nov.
Article En | MEDLINE | ID: mdl-36523688

Introduction Acute kidney injury (AKI) remains a serious complication after surgery with cardiopulmonary bypass (CPB). A relationship similar to the one between coronary artery calcification and increased incidence of cardiac complications is hypothesized to exist for aortic calcification and the development of AKI. Elevated pulse pressure (PP) hypertension has been shown to be a predictor of AKI-CPB (AKI after CPB surgery), and calcium deposition and stiffening of the body's conduit arteries may be part of this process. We hypothesized that calcium scores obtained from non-contrast computed tomography (CT) scans of the infrarenal aorta and renal arteries would be independently and significantly associated with AKI-CPB. Methods We conducted a retrospective study of 65 subjects who underwent non-emergent open heart surgery with CPB in a tertiary healthcare center. AKI-CPB was diagnosed using the Acute Kidney Injury Network criteria. Aortic and renal artery calcium (Agatston) scores were obtained and entered into a multivariable logistic regression model alongside other significant predictors of AKI-CPB from a univariable analysis. Results Pulse pressure, body surface area, and pre-operative serum creatinine were significantly associated with the development of AKI-CPB, but the calcium scores were not. For PP, the odds ratio (OR) was 1.062, (95% Wald confidence interval {CI}=1.012 - 1.114). The OR for the calcium score in the aorta was 1.0000 (95% CI=1.0 - 1.0). Conclusions Agatston calcium scores in the renal arteries and infrarenal aorta were not independently associated with AKI-CPB, but arterial stiffening, as indicated by elevated pulse pressure, was predictive of AKI-CPB.

4.
Ann Surg Oncol ; 29(13): 8513-8519, 2022 Dec.
Article En | MEDLINE | ID: mdl-35969302

BACKGROUND: Computed tomography (CT) imaging is routinely obtained for diagnostics, especially in trauma and emergency rooms, often identifying incidental findings. We utilized a natural language processing (NLP) algorithm to quantify the incidence of clinically relevant pancreatic lesions in CT imaging. PATIENTS AND METHODS: We utilized the electronic medical record to perform a retrospective chart review of adult patients admitted for trauma to a level 1 tertiary care center between 2010 and 2020 who underwent abdominal CT imaging. An open-source NLP software was used to identify patients with intrapapillary mucinous neoplasms (IPMN), pancreatic cysts, pancreatic ductal dilation, or pancreatic masses after optimizing the algorithm using a test group of patients who underwent pancreatic surgery. RESULTS: The algorithm identified pancreatic lesions in 27 of 28 patients who underwent pancreatic surgery and excluded 1 patient who had a pure ampullary mass. The study cohort consisted of 18,769 patients who met our inclusion criteria admitted to the hospital. Of this population, 232 were found to have pancreatic lesions of interest. There were 48 (20.7%) patients with concern for IPMN, pancreatic cysts in 36 (15.5%), concerning masses in 30 (12.9%), traumatic findings in 44 (19.0%), pancreatitis in 41 (17.7%), and ductal abnormalities in 19 (18.2%) patients. Prior pancreatic surgery and other findings were identified in 14 (6.0%) patients. CONCLUSIONS: In this study, we propose a novel use of NLP software to identify potentially malignant pancreatic lesions annotated in CT imaging performed for other purposes. This methodology can significantly increase the screening and automated referral for the management of precancerous lesions.


Carcinoma, Pancreatic Ductal , Pancreatic Cyst , Pancreatic Neoplasms , Adult , Humans , Carcinoma, Pancreatic Ductal/diagnostic imaging , Carcinoma, Pancreatic Ductal/surgery , Natural Language Processing , Pancreatic Cyst/diagnostic imaging , Pancreatic Cyst/surgery , Pancreatic Neoplasms/diagnostic imaging , Pancreatic Neoplasms/surgery , Retrospective Studies , Software
6.
BMJ Case Rep ; 15(4)2022 Apr 22.
Article En | MEDLINE | ID: mdl-35459655

Myasthenia gravis (MG) is the most common autoimmune disorder affecting the neuromuscular junction in the USA. It is not uncommon for these patients to have concomitant autoimmune diseases including autoimmune thyroid disease. We describe here our method of performing a reproducible robotically assisted one-stage thymectomy and thyroidectomy. An African-American woman presented to our institution with a medical history of hypertension, morbid obesity, type 2 diabetes mellitus, symptomatic MG and symptomatic non-toxic substernal multinodular goitre. A one-stage minimally invasive right-sided robotic radical thymectomy and a transcervical total thyroidectomy with excision of the substernal goitre was successfully performed. The treatment of thyroid and thymus pathologies varies drastically from medical observation to surgery. This combined approach surgery clearly benefits the patient by offering similar operative time, fewer operative and postoperative recovery experiences, decreased anaesthesia risks associated with MG patients through fewer intubations, and a faster return to baseline function.


Diabetes Mellitus, Type 2 , Myasthenia Gravis , Robotic Surgical Procedures , Diabetes Mellitus, Type 2/surgery , Female , Humans , Myasthenia Gravis/surgery , Thymectomy/methods , Thyroidectomy , Treatment Outcome
7.
Ann Thorac Surg ; 114(4): 1492-1499, 2022 10.
Article En | MEDLINE | ID: mdl-35398039

BACKGROUND: The field of cardiothoracic surgery has been striving to increase its gender and racial diversity. We sought to examine changes in gender and racial diversity in cardiothoracic fellowships and integrated residencies in the past decade. METHODS: Accreditation Council for Graduate Medical Education data were obtained from 2011 to 2019. Linear trends were assessed for year-by-year data. Average percentages of women and underrepresented minorities were then calculated in 3-year intervals. Intervals were compared with Student's t test and χ2 tests. RESULTS: There was no statistically significant increase in percent female trainees in cardiothoracic fellowships (18.5% to 22.1%, P = .10) or integrated residencies (22.8% to 27.8%, P = .17), despite a significant increase in percent female applicants to fellowship (18.2% to 35.3%, P < .01) and integrated residency (8.9% to 33.0%, P < .01). Cardiothoracic fellowships had no increase in underrepresented minority trainees (8.3% to 9.4%, P = .48). Underrepresented minority trainees in integrated residencies increased from 2.7% to 6.9% (P = .03). Although there was no significant increase in underrepresented minority applicants to fellowships (10.2% to 11.3%, P = .66), the percent of underrepresented minority applicants to integrated residencies increased from 13.1% to 19.3% (P < .01). CONCLUSIONS: Cardiothoracic surgery training programs are attracting more female applicants, but that has not yet resulted in a higher percentage of female trainees. Although percentages of underrepresented minorities increased among integrated residency applicants and trainees, they remain low compared with other specialties. These data reflect positive changes but also highlight that much remains to be done to increase diversity in cardiothoracic surgery training.


Internship and Residency , Specialties, Surgical , Thoracic Surgery , Education, Medical, Graduate/methods , Fellowships and Scholarships , Female , Humans , United States
8.
Int J Surg Case Rep ; 92: 106905, 2022 Mar.
Article En | MEDLINE | ID: mdl-35251905

INTRODUCTION: The novel coronavirus has spread globally, however, there continues to be little information regarding management, treatment, and complications encountered by infected patients. Prior to COVID-19, guidelines had been well established for managing empyema, however, evidence is lacking for such patients possessing a COVID-19 infection. In the spirit of collaborative knowledge, we endeavor to present a COVID-19 case from our tertiary care institution. CASE PRESENTATION: A 59-year-old Caucasian male with a past medical history of chronic obstructive pulmonary disease and hypertension was transferred to our hospital for escalation of care of COVID pneumonia. Pharmaceutical treatment included an IL-6 inhibitor (tocilizumab). The patient's hospital course was complicated by superimposed bacterial pneumonia with development of a loculated pleural empyema. On day 57, a left anterolateral muscle-sparing thoracotomy and complete pulmonary decortication was performed. The patient made a successful recovery. CLINICAL DISCUSSION: This patient's vascular dysfunction associated with shunting secondary to pulmonary microthrombi, provides rationale for the liberal use of therapeutic anticoagulation in COVID patients. The superimposed bacterial pneumonia raises concerns over the use of tocilizumab in COVID-19 patients. It is necessary to understand whether current guidelines will need to be amended for the treatment of coagulopathies to avoid pulmonary vascular dysfunction. CONCLUSION: Thoracic surgery can be carried out safely, both for patients and practitioners, during the pandemic. Microvascular occlusions within the pulmonary vasculature contribute to the severe hypoxia and need for anticoagulation in severe COVID-19 cases. Clinical pathways for common clinical presentations, such as empyema, may need to be re-evaluated during this global crisis.

...