Search Results - "Handzel, Robert"

Predictors of acute incisional hernia incarceration at initial hernia diagnosis on computed tomography by Hrebinko, Katherine A., Huckaby, Lauren V., Silver, David, Ratnayake, Charith, Hong, Yeahwa, Curtis, Brett, Handzel, Robert M., van der Windt, Dirk J., Dadashzadeh, Esmaeel Reza

“…Acute incisional hernia incarceration is associated with high morbidity and mortality yet there is little evidence to guide which patients will benefit most…”
Get full text

Identifying incidental findings from radiology reports of trauma patients: An evaluation of automated feature representation methods by Trivedi, Gaurav, Hong, Charmgil, Dadashzadeh, Esmaeel R., Handzel, Robert M., Hochheiser, Harry, Visweswaran, Shyam

“…•Incidental findings from radiology reports can be extracted using machine learning methods.•It is feasible to extract incidentals at finer levels of…”
Get full text

Postprocedural Cognitive Load Measurement With Immediate Feedback to Guide Curriculum Development by Huckaby, Lauren V., Cyr, Anthony R., Handzel, Robert M., Littleton, Eliza Beth, Crist, Lawrence R., Luketich, James D., Lee, Kenneth K., Dhupar, Rajeev

“…Methods to assess competency in cardiothoracic training are essential. Here, we report a system that allows us to better assess competency from the perspective…”
Get full text

Leveraging Decision Curve Analysis to Improve Clinical Application of Surgical Risk Calculators by Dadashzadeh, Esmaeel Reza, Bou-Samra, Patrick, Huckaby, Lauren V., Nebbia, Giacomo, Handzel, Robert M., Varley, Patrick R., Wu, Shandong, Tsung, Allan

“…Surgical risk calculators (SRCs) have been developed for estimation of postoperative complications but do not directly inform decision-making. Decision curve…”
Get full text

Sex, race, and socioeconomic distinctions in incisional hernia management by Handzel, Robert M., Huckaby, Lauren V., Dadashzadeh, Esmaeel R., Silver, David, Rieser, Caroline, Sivagnanalingam, Umayal, Rosengart, Matthew R., van der Windt, Dirk J.

“…We sought to explore the impact of sex, race, and insurance status on operative management of incisional hernias. A retrospective cohort study was conducted to…”
Get full text

Accuracy of Risk Estimation for Surgeons Versus Risk Calculators in Emergency General Surgery by Huckaby, Lauren V., Dadashzadeh, Esmaeel Reza, Li, Shimena, Campwala, Insiyah, Gabriel, Lucine, Sperry, Jason, Handzel, Robert M., Forsythe, Raquel, Brown, Joshua

“…Surgical risk calculators have expanded in both number and sophistication of their predictive approach. These calculators are gaining popularity as validated…”
Get full text

Consensus Current Procedural Terminology Code Definition of Source Control for Sepsis by Li, Shimena R., Handzel, Robert M., Tonetti, Daniel, Kennedy, Jason, Shapiro, Katherine, Rosengart, Matthew R., Hall, Daniel E., Seymour, Christopher, Tzeng, Edith, Reitz, Katherine M.

“…Unlike antibiotic and perfusion support, guidelines for sepsis source control lack high-quality evidence and are ungraded. Internally valid administrative data…”
Get full text

Development and validation of a five-factor score for prediction of pathologic pneumatosis by Rieser, Caroline J., Dadashzadeh, Esmaeel R., Handzel, Robert M., Clancy, Kadie J., Kaltenmeier, Christof T., Moses, JB, Forsythe, Raquel M., Wu, Shandong, Rosengart, Matthew R.

“…The significance of pneumatosis intestinalis (PI) remains challenging. While certain clinical scenarios are predictive of transmural ischemia, risk models to…”
Get full text

Predisposed to failure? The challenge of rescue in the medical intensive care unit by Briggs, Alexandra, Handzel, Robert M, Kutcher, Matthew E, Peitzman, Andrew B, Forsythe, Raquel M

“…Medical intensive care unit (MICU) patients develop acute surgical processes that require operative intervention. There are limited data addressing outcomes of…”
Get full text

Interactive NLP in Clinical Care: Identifying Incidental Findings in Radiology Reports by Trivedi, Gaurav, Dadashzadeh, Esmaeel R., Handzel, Robert M., Chapman, Wendy W., Visweswaran, Shyam, Hochheiser, Harry

“…Abstract Background  Despite advances in natural language processing (NLP), extracting information from clinical text is expensive. Interactive tools that are…”
Get full text

Prolapse Recurrence After Sacrocolpopexy Mesh Removal: A Retrospective Cohort Study by Sassani, Jessica C., Ross, James H., Lopa, Samia, Handzel, Robert M., Bradley, Megan S., Bonidie, Michael

“…There is limited literature regarding outcomes after sacrocolpopexy mesh removal. We sought to compare the proportion of prolapse recurrence in women after…”
Get full text

Utilizing natural language processing in the diagnosis and treatment of venous thromboembolism by Andraska, Elizabeth, Neal, Matthew, Handzel, Robert

Get full text

Center-level Utilization of Hepatitis C Virus–positive Donors for Orthotopic Heart Transplantation by Huckaby, Lauren V., Seese, Laura M., Handzel, Robert, Wang, Yisi, Hickey, Gavin, Kilic, Arman

“…The use of hepatitis C virus-positive (HCV+) donors has expanded the donor pool for orthotopic heart transplantation (OHT). This study evaluated center-level…”
Get full text

Automatic Detection of Thyroid and Adrenal Incidentals Using Radiology Reports and Deep Learning by Canton, Stephen P., Dadashzadeh, Esmaeel, Yip, Linwah, Forsythe, Raquel, Handzel, Robert

“…Computed tomography (CT) is commonly performed when evaluating trauma patients with up to 55% showing incidental findings. Current workflows to identify and…”
Get full text

Association Between Time to Source Control in Sepsis and 90-Day Mortality by Reitz, Katherine M, Kennedy, Jason, Li, Shimena R, Handzel, Robert, Tonetti, Daniel A, Neal, Matthew D, Zuckerbraun, Brian S, Hall, Daniel E, Sperry, Jason L, Angus, Derek C, Tzeng, Edith, Seymour, Christopher W

“…Rapid source control is recommended to improve patient outcomes in sepsis. Yet there are few data to guide how rapidly source control is required. To determine…”
Get more information

Eye vs AI: Accuracy of Risk Estimation for Surgeons Risk Calculators in Emergency General Surgery Patients by Huckaby, Lauren V., Dadashzadeh, Esmaeel R., Li, Shimena, Campwala, Insiyah, Gabriel, Lucine, Handzel, Robert, Forsythe, Raquel M., Brown, Joshua

Get full text

Machine learning for the prediction of pathologic pneumatosis intestinalis by Clancy, Kadie, Dadashzadeh, Esmaeel Reza, Handzel, Robert, Rieser, Caroline, Moses, J.B., Rosenblum, Lauren, Wu, Shandong

“…The radiographic finding of pneumatosis intestinalis can indicate a spectrum of underlying processes ranging from a benign finding to a life-threatening…”
Get full text

Tibial Vein Thrombosis After Foam Sclerotherapy: A Single Institution Case Series by Mosher, Emily, Knapp, Michael, Kabir, Nuzhat, Handzel, Robert, Pandya, Yash, Hager, Eric

Get full text

The Natural History of Portal Venous System Aneurysms by Binko, Mary, Andraska, Elizabeth, Reitz, Katherine, Handzel, Robert, Singh, Michael, Sridharan, Natalie, Chaer, Rabih, Hager, Eric

Get full text

Outcomes of operative and nonoperative management of blunt thoracic aortic injury by Madigan, Michael C., Lewis, Anthony J., Liang, Nathan L., Handzel, Robert, Hager, Eric, Makaroun, Michel S., Chaer, Rabih A., Eslami, Mohammad H.

“…Although the current guidelines for the management of blunt traumatic aortic injury (BTAI) have recommended intervention for grade 2 injuries or higher, a…”
Get full text