Search Results - "Kim, Jun S."

An attention based deep learning model of clinical events in the intensive care unit by Kaji, Deepak A, Zech, John R, Kim, Jun S, Cho, Samuel K, Dangayach, Neha S, Costa, Anthony B, Oermann, Eric K

“…This study trained long short-term memory (LSTM) recurrent neural networks (RNNs) incorporating an attention mechanism to predict daily sepsis, myocardial…”
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Deep Learning Automates Measurement of Spinopelvic Parameters on Lateral Lumbar Radiographs by Schwartz, John T., Cho, Brian H., Tang, Peter, Schefflein, Javin, Arvind, Varun, Kim, Jun S., Doshi, Amish H., Cho, Samuel K.

“…STUDY DESIGN.Cross-sectional database study. OBJECTIVE.The objective of this study was to develop an algorithm for the automated measurement of spinopelvic…”
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Cervical Laminoplasty: Indications, Surgical Considerations, and Clinical Outcomes by Cho, Samuel K., Kim, Jun S., Overley, Samuel C., Merrill, Robert K.

“…Cervical laminoplasty was initially described for the management of cervical myelopathy resulting from multilevel stenosis secondary to ossification of the…”
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Impact of Obesity on Outcomes in Adults Undergoing Elective Posterior Cervical Fusion by Phan, Kevin, Kothari, Parth, Lee, Nathan J., Virk, Sohaib, Kim, Jun S., Cho, Samuel K.

“…STUDY DESIGN.Retrospective study of prospectively collected data OBJECTIVE.To determine the impact of obesity (BMI > 30) on postoperative morbidity & mortality…”
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Frailty is associated with morbidity in adults undergoing elective anterior lumbar interbody fusion surgery (ALIF) by Phan, Kevin, BS, Kim, Jun S., MD, Lee, Nathan J, BS, Somani, Sulaiman, BS, Di Capua, John, MHS, Kothari, Parth, BS, Leven, Dante, DO, Cho, Samuel K., MD

“…Abstract Background Context Prior studies have suggested no significant differences in functional status and postoperative complications of elderly versus…”
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Safety and efficacy of sunitinib in patients with advanced hepatocellular carcinoma: an open-label, multicentre, phase II study by Faivre, Sandrine, Prof, Raymond, Eric, Prof, Boucher, Eveline, MD, Douillard, Jean, Prof, Lim, Ho Y, MD, Kim, Jun S, MD, Zappa, Magaly, MD, Lanzalone, Silvana, MSc, Lin, Xun, PhD, DePrimo, Samuel, PhD, Harmon, Charles, PhD, Ruiz-Garcia, Ana, PhD, Lechuga, Maria J, MD, Cheng, Ann Lii, Prof

“…Summary Background Hepatocellular carcinoma (HCC) tumour spread is partly dependent on neoangiogenesis. In this open-label, multicentre, phase II trial done in…”
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Predicting Surgical Complications in Adult Patients Undergoing Anterior Cervical Discectomy and Fusion Using Machine Learning by Arvind, Varun, Kim, Jun S., Oermann, Eric K., Kaji, Deepak, Cho, Samuel K.

“…Objective Machine learning algorithms excel at leveraging big data to identify complex patterns that can be used to aid in clinical decision-making. The…”
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A meta-analysis of cervical foraminotomy: open versus minimally-invasive techniques by McAnany, Steven J., MD, Kim, Jun S., MD, Overley, Samuel C., MD, Baird, Evan O., MD, Anderson, Paul A., MD, Qureshi, Sheeraz A., MD, MBA

“…Abstract Background context The posterior cervical foraminotomy (PCF) may be performed using an open or minimally-invasive (MIS) approach using a tubular…”
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Surgical, Radiographic, and Patient-Related Risk Factors for Proximal Junctional Kyphosis: A Meta-Analysis by Kim, Jun S., Phan, Kevin, Cheung, Zoe B., Lee, Nam, Vargas, Luilly, Arvind, Varun, Merrill, Robert K., Gidumal, Sunder, Di Capua, John, Overley, Samuel, Dowdell, James, Cho, Samuel K.

“…Study Design: Meta-analysis. Objective: Proximal junctional kyphosis (PJK) is a complication of surgical management for adult spinal deformity with a…”
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The Impact of Metastatic Spinal Tumor Location on 30-Day Perioperative Mortality and Morbidity After Surgical Decompression by Hussain, Awais K., Vig, Khushdeep S., Cheung, Zoe B., Phan, Kevin, Lima, Mauricio C., Kim, Jun S., Kaji, Deepak A., Arvind, Varun, Cho, Samuel Kang-Wook

“…A retrospective cohort study from 2011 to 2014 was performed using the American College of Surgeons National Surgical Quality Improvement Program database. The…”
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Robust prediction of nonhome discharge following elective anterior cervical discectomy and fusion using explainable machine learning by Geng, Eric A., Gal, Jonathan S., Kim, Jun S., Martini, Michael L., Markowitz, Jonathan, Neifert, Sean N., Tang, Justin E., Shah, Kush C., White, Christopher A., Dominy, Calista L., Valliani, Aly A., Duey, Akiro H., Li, Gavin, Zaidat, Bashar, Bueno, Brian, Caridi, John M., Cho, Samuel K.

“…Purpose Predict nonhome discharge (NHD) following elective anterior cervical discectomy and fusion (ACDF) using an explainable machine learning model. Methods…”
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A Comparison of Various Surgical Treatments for Degenerative Cervical Myelopathy: A Propensity Score Matched Analysis by Lee, Nathan J., Kim, Jun S., Park, Paul, Riew, K. Daniel

“…Study Design: Retrospective Cohort. Objective: To compare the short-term outcomes for Laminoplasty, Laminectomy/fusion, and ACDF. Methods: We utilized a…”
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Bone morphogenetic protein use in spine surgery in the united states: how have we responded to the warnings? by Guzman, Javier Z, MD, Merrill, Robert K, BS, Kim, Jun S, MD, Overley, Samuel C, MD, Dowdell, James E, MD, Somani, Sulaiman, BS, Hecht, Andrew C, MD, Cho, Samuel K, MD, Qureshi, Sheeraz A, MD

“…Abstract Background Context Recombinant human bone morphogenetic protein-2 (rhBMP-2) has been widely adopted as a fusion adjunct in spine surgery since its…”
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Risk Factors for Perioperative Blood Transfusions in Adult Spinal Deformity Surgery by White, Samuel J.W., Cheung, Zoe B., Ye, Ivan, Phan, Kevin, Xu, Joshua, Dowdell, James, Kim, Jun S., Cho, Samuel K.

“…Adult spinal deformity (ASD) surgery is associated with a high rate of perioperative blood transfusions, and it is important to understand the risk factors for…”
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Automated Measurement of Lumbar Lordosis on Radiographs Using Machine Learning and Computer Vision by Cho, Brian H., Kaji, Deepak, Cheung, Zoe B., Ye, Ivan B., Tang, Ray, Ahn, Amy, Carrillo, Oscar, Schwartz, John T., Valliani, Aly A., Oermann, Eric K., Arvind, Varun, Ranti, Daniel, Sun, Li, Kim, Jun S., Cho, Samuel K.

“…Study Design: Cross sectional database study. Objective: To develop a fully automated artificial intelligence and computer vision pipeline for assisted…”
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ASA Classification as a Risk Stratification Tool in Adult Spinal Deformity Surgery: A Study of 5805 Patients by Somani, Sulaiman, Capua, John Di, Kim, Jun S., Phan, Kevin, Lee, Nathan J., Kothari, Parth, Kim, Joung-Heon, Dowdell, James, Cho, Samuel K.

“…Study Design: Retrospective analysis of prospectively collected data. Objectives: Adult spinal deformity (ASD) surgery is a highly complex procedure that has…”
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Open versus Minimally Invasive Fixation Techniques for Thoracolumbar Trauma: A Meta-Analysis by McAnany, Steven J., Overley, Samuel C., Kim, Jun S., Baird, Evan O., Qureshi, Sheeraz A., Anderson, Paul A.

“…Study Design Systematic literature review and meta-analysis of studies published in English. Objective This study evaluated differences in outcome variables…”
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Comparison of postoperative complications and outcomes following primary versus revision discectomy: A national database analysis by Hoang, Ryan, Song, Junho, Tiao, Justin, Trent, Sarah, Ngan, Alex, Hoang, Timothy, Kim, Jun S, Cho, Samuel K, Hecht, Andrew C, Essig, David, Virk, Sohrab, Katz, Austen D

“…Lumbar microdiscectomy is a surgical procedure that is frequently used in the treatment of symptomatic lumbar herniation. Differences in outcomes following…”
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Performance of a Large Language Model in the Generation of Clinical Guidelines for Antibiotic Prophylaxis in Spine Surgery by Zaidat, Bashar, Shrestha, Nancy, Rosenberg, Ashley M., Ahmed, Wasil, Rajjoub, Rami, Hoang, Timothy, Mejia, Mateo Restrepo, Duey, Akiro H., Tang, Justin E., Kim, Jun S., Cho, Samuel K.

“…Objective: Large language models, such as chat generative pre-trained transformer (ChatGPT), have great potential for streamlining medical processes and…”
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Scoliosis surgery in social media: a natural language processing approach to analyzing the online patient perspective by Dominy, Calista L, Arvind, Varun, Tang, Justin E, Bellaire, Christopher P, Pasik, Sara Diana, Kim, Jun S, Cho, Samuel K

“…The purpose of this study is to analyze posts shared on Instagram, Twitter, and Reddit referencing scoliosis surgery to evaluate content, tone, and…”
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