Transcranial dc arousal reduces ischemiainduced physical disturbance to balanced themes
For patients with thymic epithelial tumors, accurately predicting clinicopathological outcomes remains challenging. We aimed to investigate the performance of machine learning-based radiomic computed tomography phenotyping for predicting pathological (World Health Organization [WHO] type and TNM stage) and survival outcomes (overall and progression-free survival) in patients with thymic epithelial tumors.
This retrospective study included patients with thymic epithelial tumors between January 2001 and January 2022. The radiomic features were extracted from preoperative unenhanced computed tomography images. After strict feature selection, random forest and random survival forest models were fitted to predict pathological and survival outcomes, respectively. The model performance was assessed by the area under the curve (AUC) and validated internally by the bootstrap method.
In total, 124 patients with a median age of 61years were included. The radiomics random forest models of WHO type and TNM stage shos in patients with thymic epithelial tumors.
Failure to rescue (FTR) is an emerging measure in cardiac surgery, defined as mortality after a postoperative complication. We hypothesized that establishing a medical emergency team (MET) reduced rates of FTR in adults undergoing cardiac surgery.
All patients (N=11,218) undergoing a The Society of Thoracic Surgeons index operation at our center (1994-2018) were stratified by pre-MET or MET era based on the 2009 institutional implementation of a MET to respond to clinical decompensation in non-intensive-care patients. Patients missing The Society of Thoracic Surgeons predicted risk of mortality were excluded from all cohorts. Risk adjusted multivariable regression analyzed the association of postoperative complications, operative mortality, and FTR by era. Nearest neighbor propensity score matching utilizing patients' The Society of Thoracic Surgeons predicted risk of mortality was performed to create balanced control and exposure groups for secondary subgroup analysis.
In the risk-adjusted multivariable analysis, surgery during the MET era was associated with decreased mortality (odds ratio [OR], 0.51; 95% CI, 0.45-0.77; P<.001), postoperative renal failure (OR, 0.57; 95% CI, 0.46-0.70; P<.001), reoperation (OR, 0.75; 95% CI, 0.59-0.95; P=.017), and deep sternal wound infection (OR, 0.16; 95% CI, 0.04-0.45; P=.002). Surgery performed during the MET era was associated with a decreased rate of FTR in the risk-adjusted analysis (OR, 0.46; 95% CI, 0.34-0.70; P<.001).
The development of an institutional MET program was associated with a decrease in major complications and FTR. These findings support the development of MET programs to improve FTR after cardiac surgery.
The development of an institutional MET program was associated with a decrease in major complications and FTR. These findings support the development of MET programs to improve FTR after cardiac surgery.
The putamen has been implicated in depressive disorders, but how its structure and function increase depression risk is not clearly understood. Here, we examined how putamen volume, neuronal density, and mood-modulated functional activity relate to family history and prospective course of depression.
The study includes 115 second- and third-generation offspring at high or low risk for depression based on the presence or absence of major depressive disorder in the first generation. Offspring were followed longitudinally using semistructured clinical interviews blinded to their familial risk; putamen structure, neuronal integrity, and functional activation were indexed by structural magnetic resonance imaging (MRI), proton magnetic resonance spectroscopy (N-acetylaspartate/creatine ratio), and functional MRI activity modulated by valence and arousal components of a mood induction task, respectively.
After adjusting for covariates, the high-risk individuals had lower putamen volume (standardized betas, β-
n in individuals at high risk for major depressive disorder. Future studies should focus on this region as a potential biomarker for depressive illness, noting meanwhile that differences attributable to family history may peak at different ages based on which MRI modality is being used to assay them.
Most telemedicine modalities have limited ability to enhance procedural and operative care. We developed a novel system to provide synchronous bidirectional expert mixed reality-enabled virtual procedural mentoring. In this feasibility study, we evaluated mixed reality mentoring of combat casualty care related procedures in a re-perfused cadaver model.
Novices received real-time holographic mentoring from experts using augmented reality via Hololens (Microsoft Inc, Redmond, WA). The experts maintained real-time awareness of the novice's operative environment using virtual reality via HTC-Vive (HTC Corp, Xindian District, Taiwan). Additional cameras (both environments) and novel software created the immersive, shared, 3-dimensional mixed reality environment in which the novice and expert collaborated. The novices were prospectively randomized to either mixed reality or audio-only mentoring. Blinded experts independently evaluated novice procedural videos using a 5-point Likert scale-based questionnaire. Nored novices to demonstrate improvement over the audio-only control group. Despite this, using virtual, augmented, and mixed reality technologies for procedural mentoring demonstrated promise, and further study is needed.
In this initial feasibility study, our novel mixed reality-based mentoring system successfully facilitated the performance of a wide variety of combat casualty care relevant procedures using a high fidelity re-perfused cadaver model. The small sample size and limited variety of novice types likely impacted the ability of holographically mentored novices to demonstrate improvement over the audio-only control group. Despite this, using virtual, augmented, and mixed reality technologies for procedural mentoring demonstrated promise, and further study is needed.
The surgical learning curve is an observable and measurable phenomenon. Operative experience targets are well established as a proxy measure for operative competence in surgical training across jurisdictions. The aim of this study was to critique the available evidence regarding the relationship between operative experience in surgical training and trainee competence.
A systematic review of the PubMed, Embase, Web of Science, and Cochrane library databases was conducted in accordance with the Preferred Items for Systematic Reviews and Meta-Analyses guidelines. Articles were sought that defined the relationship between procedural volume in surgical training and trainee competence, proficiency, or mastery. The educational impact of included studies was evaluated using a modified Kirkpatrick model.
Of 3,672 records identified on database searching, 30 papers were ultimately included. Fourteen studies defined operative experience thresholds using operative time as a surrogate measure of competence, whereas lties is lacking. This review supports a move toward criterion-based referencing of operative performance targets in surgical training.
Hurthle cell carcinoma is a rare type of differentiated thyroid cancer and historically associated with a worse prognosis. The aim of this study was to define the demographic and socioeconomic factors, tumor characteristics, and surgical treatment status associated with Hurthle cell carcinoma survival using the most recent population-level data.
The Surveillance, Epidemiology, and End Results database was queried for adult patients (>18 years of age) diagnosed with Hurthle cell carcinoma from 2000 to 2018. The demographic factors, socioeconomic factors, tumor characteristics, and extent of surgery data were collected as potential predictors. The outcomes of interest were 10-year overall and disease-specific survival, which were estimated using the Kaplan-Maier method. The associations between the potential predictors and survival were evaluated using the Cox proportional hazard model.
In total, 4,643 patients with Hurthle cell carcinoma were identified using the Surveillance, Epidemiology, and Ene in Hurthle cell carcinoma survivorship. Research is needed to understand the interplay of these factors and their role in predicting patient outcomes.
This study highlighted the aggressive nature of Hurthle cell carcinoma and the effect of socioeconomic factors, such as household income, which may play a role in Hurthle cell carcinoma survivorship. Research is needed to understand the interplay of these factors and their role in predicting patient outcomes.
The Memorial Sloan Kettering Cancer Center nomogram, the predictive scoring system of Yamamoto et al, and the 3-point transfusion risk score of Lemke et al are models used to determine the probability of receiving intraoperative blood transfusion in patients undergoing liver resection. However, the external validity of these models remains unknown. The objective of this study was to evaluate their predictive performance in an external cohort of patients with hepatocellular carcinoma. We also aimed to identify predictors of blood transfusion and develop a new predictive model for blood transfusion.
Post hoc analysis of our prospective database of 1,081 patients undergoing liver resection for hepatocellular carcinoma from 2001 to 2018. The predictive performance of current prediction models was evaluated using C statistics. Selleck FK506 Demographic and clinical variables as predictors of blood transfusion were assessed. Using logistic regression, an alternative model was created.
The Lemke transfusion risk score perfo et al, and Lemke et al had nomograms with the suboptimal accuracy of predicting risk of intraoperative blood transfusion in patients undergoing liver resection for hepatocellular carcinoma. The proposed HATS model was more accurate at predicting patients at risk of blood transfusion.
The "win ratio" (WR) is a novel statistical technique that hierarchically weighs various postoperative outcomes (eg, mortality weighted more than complications) into a composite metric to define an overall benefit or "win." We sought to use the WR to assess the impact of social vulnerability on the likelihood of achieving a "win" after hepatopancreatic surgery.
Individuals who underwent an elective hepatopancreatic procedure between 2013 and 2017 were identified using the Medicare database, which was merged with the Center for Disease Control and Prevention's Social Vulnerability Index. The win ratio was defined based on a hierarchy of postoperative outcomes 90-day mortality, perioperative complications, 90-day readmissions, and length of stay. Patients matched based on procedure type, race, sex, age, and Charlson Comorbidity Index score were compared and assessed relative to win ratio.
Among 32,557 Medicare beneficiaries who underwent hepatectomy (n= 11,621, 35.7%) or pancreatectomy (n= 20,936, 64.3%),her win ratio versus patients who were treated by a low-volume surgeon (win ratio 1.21, 95% confidence interval 1.16-1.25). In contrast, there was no difference in the win ratio (win ratio 1.01, 95% confidence interval 0.97-1.06) among patients relative to teaching hospital status.
Using a novel statistical approach, the win ratio ranked outcomes to create a composite measure to assess a postoperative "win." The WR demonstrated that social vulnerability was an important driver in explaining disparate postoperative outcomes.
Using a novel statistical approach, the win ratio ranked outcomes to create a composite measure to assess a postoperative "win." The WR demonstrated that social vulnerability was an important driver in explaining disparate postoperative outcomes.