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Articles 2641 - 2670 of 5939
Full-Text Articles in Surgery
Abdominal Vascular Injuries- What General/ Trauma Surgeons Should Know?, Zia Ur Rehman
Abdominal Vascular Injuries- What General/ Trauma Surgeons Should Know?, Zia Ur Rehman
Department of Surgery Docs
Abdominal vascular injuries are the common cause of death post-trauma. These are challenging injuries to manage due to severe haemodynamic instability, other associated injuries and difficulty in accessing and controlling these deep-seated vessels. Early control of bleeding can decrease mortality in these patients. Abdominal vasculature is divided into three zones, each requiring different operative strategy for exposure. Standard vascular surgery principles of achieving proximal and distal control before exploring any haematoma are followed when managing these injuries. Resuscitative endovascular balloon occlusion of aorta is a minimally invasive method of achieving proximal aortic occlusion. This also acts as bridge for definitive …
Seizure Control After Surgical Resection Of Insular Glioma, Fatima Gauhar, Saqib Kamran Bakhshi, Muhammad Shahzad Shamim
Seizure Control After Surgical Resection Of Insular Glioma, Fatima Gauhar, Saqib Kamran Bakhshi, Muhammad Shahzad Shamim
Medical College Documents
Insular gliomas most commonly present with drug-resistant seizures, irrespective of the tumour grade. Even though surgery is the mainstay of treatment, complex anatomical location and close proximity to eloquent cortex makes surgical resection difficult. Herein the authors have reviewed the literature with regards to seizure control after surgical management of these tumours. The review does not address quality of life, or survival benefits of surgery. In summary, excision of these gliomas significantly improves seizure control, and extent of resection along-with trans-cortical approach are important predictors of seizure outcome.
Comparison Of Brachiobasilic Transposition Arteriovenous Fistula Outcomes Among Diabetic And Non-Diabetic Patients: A Case Controlled Study, Zia Ur Rehman, Waryam Muhammad Saleh, Anum Sadruddin Pidani
Comparison Of Brachiobasilic Transposition Arteriovenous Fistula Outcomes Among Diabetic And Non-Diabetic Patients: A Case Controlled Study, Zia Ur Rehman, Waryam Muhammad Saleh, Anum Sadruddin Pidani
Department of Surgery Docs
Diabetes is considered a risk factor for arteriovenous fistula failure and increased perioperative complications; but this view is not proven for patients undergoing brachiobasilic transposition arteriovenous fistula (BBT-AVF). Fifty-one (68.9%) diabetic and 23 (31.08%) non-diabetic patients undergoing single-stage BBT-AVF were compared in terms of perioperative complications, access maturation and patency rates at The Aga Khan University Hospital from between January 2016 to December 2017. Diabetics were elder and more obese. The perioperative complications 19 (37.2%) vs. 8 (34.7%), and access maturation rates were compared (93.2% vs. 95.5%) between the two groups. At 6 months, access patency in diabetics was lower …
Institutional Factors In General Surgery Resident Wellness And Burnout: Identification Via A Modified Delphi Technique, Darci C. Foote, Gurjit Sandhu, Kathryn Ziegler, James Lau
Institutional Factors In General Surgery Resident Wellness And Burnout: Identification Via A Modified Delphi Technique, Darci C. Foote, Gurjit Sandhu, Kathryn Ziegler, James Lau
Conference Presentation Abstracts
Background: While there has been significant focus on individual and programmatic factors impacting general surgical residents wellbeing and burnout, the effect of the greater institutional macrocosm has not been well studied. Our work seeks to identify organizational factors that may be implicated in resident wellness. Summary of Work: Using a modified Delphi technique, a survey structured around six domains of the Maslach Burnout Theory (workload, control, reward, community, fairness, values) was distributed to wellness stakeholders at two institutions. Participants identified factors that may be implicated in resident wellness and burnout. Two subsequent multiple-choice survey iterations were distributed to stakeholders who …
Treatment And Outcomes Of Soft Tissue Sarcoma Of Groin, Hip And Thigh: A Retrospective Review From A Tertiary Care Hospital, Masood Umer, Javeria Saeed, Zaid Ahmed Shamsi, Muhammad Usman Tariq
Treatment And Outcomes Of Soft Tissue Sarcoma Of Groin, Hip And Thigh: A Retrospective Review From A Tertiary Care Hospital, Masood Umer, Javeria Saeed, Zaid Ahmed Shamsi, Muhammad Usman Tariq
Section of Orthopaedic Surgery
Objective: To study the frequency of the thigh, hip and groin soft tissue sarcomas and retrospectively analyse the management, treatment results, and outcomes of these uncommon malignant tumours, in a tertiary care hospital of the city of Karachi.
Methodology: Data of soft tissue tumours registered from 2017-2018 was retrieved during January 2019 to March 2019 from Aga Khan University Hospital, Karachi bone and soft tissue tumour registry. A retrospective review was performed and all soft tissue tumour cases treated with surgical intervention (with adjuvant /neoadjuvant therapy) or palliative intention were included.
Results: Total 119 cases of soft tissue tumours (STS) …
Prevention Of Falls In Hospital: Audit Report From A Tertiary Care Hospital Of Pakistan, Anum Sadruddin Pidani, Tashfeen Ahmad, Nasreen Panjwani, Shahryar Noordin
Prevention Of Falls In Hospital: Audit Report From A Tertiary Care Hospital Of Pakistan, Anum Sadruddin Pidani, Tashfeen Ahmad, Nasreen Panjwani, Shahryar Noordin
Department of Surgery Docs
Objective: The study aims to assess the fall incidents in past 5 years and fall assessment practices at the Aga Khan University Hospital, Karachi.
Methods: We performed a single-center retrospective audit at Aga Khan University Hospital from October 2019 to December 2019. A list of all patients admitted to Aga Khan University Hospital under the Musculoskeletal and Sports Medicine Service Line was obtained using the Hospital Information Management System (HIMS) from Jan 2017 to June 2018. Data including fall assessment scores was collected retrospectively from medical record files.
Results: A total of 1499 patients were admitted during this time period, …
Concurrent Primary Cardiac Tumors In A High-Risk Patient Presenting With Tamponade., Jay V Gopal, Lauren Crowley, Shawn M Quinn, Timothy S Misselbeck, Joseph B Zackary
Concurrent Primary Cardiac Tumors In A High-Risk Patient Presenting With Tamponade., Jay V Gopal, Lauren Crowley, Shawn M Quinn, Timothy S Misselbeck, Joseph B Zackary
Department of Emergency Medicine
Primary cardiac tumors are rare, particularly in the elderly population. The patient described in this report presented with symptoms of dyspnea on exertion, leg swelling, and weight gain and was found to have two histologically distinct cardiac masses: atrial myxoma with concurrent aortic fibroelastoma. Given her history of cirrhosis and end-stage renal disease, the patient was a poor surgical candidate but opted for excision of both masses. The patient eventually succumbed to her cirrhosis six weeks after presentation. In this report, we advocate for further research into medical management for the unique presentation of concurrent primary cardiac tumors in high-operative-risk …
Synchronous Primary Diffuse Large B-Cell Lymphoma And Papillary Thyroid Carcinoma: A Case Report Highlighting "Lymphoma First Approach", Rahim Dhanani, Ambreen Abdullah Unar, Muhammad Hassan Danish, Hamdan Ahmed Pasha, Ummiya Tahir, Mubasher Ikram
Synchronous Primary Diffuse Large B-Cell Lymphoma And Papillary Thyroid Carcinoma: A Case Report Highlighting "Lymphoma First Approach", Rahim Dhanani, Ambreen Abdullah Unar, Muhammad Hassan Danish, Hamdan Ahmed Pasha, Ummiya Tahir, Mubasher Ikram
Section of Otolaryngology, Head & Neck Surgery
Papillary thyroid carcinoma (PTC) is the most common type of all thyroid carcinomas and accounts for up to 90% of all thyroid malignancies. It is the most indolent form of the disease and has an excellent prognosis. On the other hand, Primary thyroid lymphoma (PTL) is a rare entity accounting for only about 1% to 5% of all thyroid malignancies and only 2% of extranodal lymphomas. Synchronous PTC and PTL is a very rare condition and only a few cases have been reported in the literature up till now. We report one such case in a 52-year-old lady who was …
The Effect Of Patient Age In Progression To A Hemorrhoidectomy, Justin Yoon, William Sangster
The Effect Of Patient Age In Progression To A Hemorrhoidectomy, Justin Yoon, William Sangster
Research Scholars
No abstract provided.
Angiovac Outcome Analysis In Tricuspid Valve Endocarditis, Maya Parekh, James K. Wu Md
Angiovac Outcome Analysis In Tricuspid Valve Endocarditis, Maya Parekh, James K. Wu Md
Research Scholars
No abstract provided.
Is There A Difference Between Burn Patients Treated With Topical Mafenide Acetate Before And During Covid-19?, Morgan Anderson, Sigrid A. Blome-Eberwein Md
Is There A Difference Between Burn Patients Treated With Topical Mafenide Acetate Before And During Covid-19?, Morgan Anderson, Sigrid A. Blome-Eberwein Md
Research Scholars
No abstract provided.
Evaluating Patient Outcomes Following Redo Sternotomies In Cardiac Surgery, Sajan Patel, James K. Wu Md
Evaluating Patient Outcomes Following Redo Sternotomies In Cardiac Surgery, Sajan Patel, James K. Wu Md
Research Scholars
No abstract provided.
Thromboelastography-Based Profiling Of Coagulation Status In Patients Undergoing Bariatric Surgery: Analysis Of 422 Patients, John C Cowling, Xu Zhang, Kulvinder S Bajwa, Ekatarina G Elliott, Melissa M Felinski, Julie Holihan, Michelle Scerbo, Brad E Snyder, Michael D Trahan, Todd D Wilson, Sharon L Courtney, Connie L Klein, Angielyn R Rivera, Erik B Wilson, Shinil K Shah, Davide Cattano
Thromboelastography-Based Profiling Of Coagulation Status In Patients Undergoing Bariatric Surgery: Analysis Of 422 Patients, John C Cowling, Xu Zhang, Kulvinder S Bajwa, Ekatarina G Elliott, Melissa M Felinski, Julie Holihan, Michelle Scerbo, Brad E Snyder, Michael D Trahan, Todd D Wilson, Sharon L Courtney, Connie L Klein, Angielyn R Rivera, Erik B Wilson, Shinil K Shah, Davide Cattano
Faculty, Staff and Student Publications
Introduction/purpose: Some clinical indicators suggest hypercoagulability/hyperaggregability in patients with morbid obesity. Thromboelastography (TEG®) has been used to profile coagulation status in surgical patients. We aimed to assess coagulation profiles in patients with morbid obesity undergoing bariatric surgery by correlating demographic and patient characteristics to pre-operative TEG® values.
Materials and methods: Pre-operative TEG® values from 422 patients undergoing bariatric surgery were evaluated. TEG® results were analyzed by gender, use of medications known to alter the coagulation profile, and body mass index (BMI).
Results: Patients have a mean of 45.03 ± 11.8 years, female (76.3%), and with a mean BMI of 42 …
A Novel Incremental Simulation Of Facial Changes Following Orthognathic Surgery Using Fem With Realistic Lip Sliding Effect, Daeseung Kim, Tianshu Kuang, Yriu L Rodrigues, Jaime Gateno, Steve G F Shen, Xudong Wang, Kirhyn Stein, Hannah H Deng, Michael A K Liebschner, James J Xia
A Novel Incremental Simulation Of Facial Changes Following Orthognathic Surgery Using Fem With Realistic Lip Sliding Effect, Daeseung Kim, Tianshu Kuang, Yriu L Rodrigues, Jaime Gateno, Steve G F Shen, Xudong Wang, Kirhyn Stein, Hannah H Deng, Michael A K Liebschner, James J Xia
Faculty, Staff and Students Publications
Accurate prediction of facial soft-tissue changes following orthognathic surgery is crucial for surgical outcome improvement. We developed a novel incremental simulation approach using finite element method (FEM) with a realistic lip sliding effect to improve the prediction accuracy in the lip region. First, a lip-detailed mesh is generated based on accurately digitized lip surface points. Second, an improved facial soft-tissue change simulation method is developed by applying a lip sliding effect along with the mucosa sliding effect. Finally, the orthognathic surgery initiated soft-tissue change is simulated incrementally to facilitate a natural transition of the facial change and improve the effectiveness …
Outcome Of Surgical Ultrasonic Aspirator Use For Patients With Severe Mitral Annular Calcification For Mitral Valve Replacement, Zachary Appel, James K. Wu Md
Outcome Of Surgical Ultrasonic Aspirator Use For Patients With Severe Mitral Annular Calcification For Mitral Valve Replacement, Zachary Appel, James K. Wu Md
Research Scholars
No abstract provided.
Long-Term Clinical And Functional Outcomes Of Distally Based Sural Artery Flap: A Retrospective Case Series, Pervaiz Hashmi, Abeer Musaddiq, Muhammad Ali, Alizah Hashmi, Marij Zahid, Zohaib Nawaz
Long-Term Clinical And Functional Outcomes Of Distally Based Sural Artery Flap: A Retrospective Case Series, Pervaiz Hashmi, Abeer Musaddiq, Muhammad Ali, Alizah Hashmi, Marij Zahid, Zohaib Nawaz
Section of Orthopaedic Surgery
Background: Reconstruction of soft tissue defects around the lower leg, foot and ankle is a challenge for orthopedic surgeons. These defects commonly occur as a result of trauma, infection and tumor excision. Sural artery neurovascular island flap is a relatively thin, pliable and insensate flap with minimum donor-site morbidity and acceptable aesthetic outcome.
Methods: A retrospective analysis of a case series was conducted, all operated by a single surgeon over a period of 25 years from July 1996 to February 2020. Data were collected through a structured proforma; the variables included were as follows: demographic data, mechanism of injury, defect …
Towards Laparoscopic Visual Ai: Development Of A Visual Guidance System For Laparoscopic Surgical Palpation, Kerwin G. Caballas, Harold Jay M. Bolingot, Nathaniel Joseph C. Libatique, Gregory L. Tangonan
Towards Laparoscopic Visual Ai: Development Of A Visual Guidance System For Laparoscopic Surgical Palpation, Kerwin G. Caballas, Harold Jay M. Bolingot, Nathaniel Joseph C. Libatique, Gregory L. Tangonan
Electronics, Computer, and Communications Engineering Faculty Publications
Currently, there are numerous obstacles to performing palpation during laparoscopic surgery. The laparoscopic interface does not allow access into a patient's body anything other than the tools that are inserted through the trocars. Palpation is usually done with the surgeon's hands to detect lumps and certain anomalies underneath the skin, muscle, or tissues. It can be useful technique for augmenting surgical decision-making during laparoscopic surgery, especially when discerning operations involving cancerous tumors. Previous research demonstrated the use of tactile sensors and mechanical sensors placed at the end-effectors for palpating laparoscopically. In this study, a visual guidance system is proposed for …
Intraoperative Administration Of An Nsaid And An Opioid Vs. An Opioid Alone Effect On Postoperative Ileus Development, Brooke H. Ulsh, Delaney N. Vedros, Rebekah G. Whaley, Sharon Little Dnp, Aprn, Fnp-Bc
Intraoperative Administration Of An Nsaid And An Opioid Vs. An Opioid Alone Effect On Postoperative Ileus Development, Brooke H. Ulsh, Delaney N. Vedros, Rebekah G. Whaley, Sharon Little Dnp, Aprn, Fnp-Bc
Doctor of Nursing Practice Projects
The purpose of this DNP project is to examine what is known from existing literature about postoperative ileus development in the adult surgical patient population after receiving intraoperative opioids versus a combination of intraoperative opioids and NSAIDs.
Intraoperative Dexmedetomidine For Reduction Of Postoperative Delirium In The Elderly: A Scoping Review, Gregory B. Harris Bsn, Rn, Srna, Brooke N. Hatchell Bsn, Rn, Srna, Davelin D. Woodard Bsn, Rn, Srna, Dwayne Accardo Dnp, Aprn, Crna
Intraoperative Dexmedetomidine For Reduction Of Postoperative Delirium In The Elderly: A Scoping Review, Gregory B. Harris Bsn, Rn, Srna, Brooke N. Hatchell Bsn, Rn, Srna, Davelin D. Woodard Bsn, Rn, Srna, Dwayne Accardo Dnp, Aprn, Crna
Doctor of Nursing Practice Projects
Background/Purpose: Post-operative delirium leads to significant morbidity in elderly patients, yet there is no regimen to prevent POD. Opioid use in the elderly surgical population is of the most significant risk factors for developing POD. The purpose of this scoping review is to recognize that Dexmedetomidine mitigates cognitive dysfunction secondary to acute pain and the use of narcotic analgesia by decreasing the amount of norepinephrine (an excitatory neurotransmitter) released during times of stress. This mechanism of action also provides analgesia through decreased perception and modulation of pain.
Methods: The authors developed eligibility criteria for inclusion of articles and performed a …
Designing A Virtual Reality Experience To Reduce Anxiety Of Children With Chd During The Perioperative Period, Yang Zhang
Theses - ALL
Children with congenital heart disease (CHD) often need to bear great anxiety related to various invasive surgeries and medical procedures. In a study of virtual reality technology in the medical industry, I found that it has great development potential in reducing children's anxiety. Therefore, the goals of this thesis project were to use virtual reality technology to reduce anxiety for children with CHD. Using previous research of anxiety in children with CHD and the solutions to children's anxiety in various hospitals, this thesis summarizes the design directions. Then, through interviews with pediatric cardiologists, child development experts, and children with coronary …
Pain Control: Opioid Vs. Nonopioid Analgesia During The Immediate Postoperative Period, Shamsie M. Lumpkin Bsn, Srna, Isaac W. Parrish Bsn, Srna, Austin S. Terrell Bsn, Srna, Dwayne S. Accardo Dnp, Aprn, Crna
Pain Control: Opioid Vs. Nonopioid Analgesia During The Immediate Postoperative Period, Shamsie M. Lumpkin Bsn, Srna, Isaac W. Parrish Bsn, Srna, Austin S. Terrell Bsn, Srna, Dwayne S. Accardo Dnp, Aprn, Crna
Doctor of Nursing Practice Projects
Background Opioid analgesia has become the mainstay for acute pain management in the postoperative setting. However, the use of opioid medications comes with significant risks and side effects. Due to increasing numbers of prescriptions to those with chronic pain, opioid medications have become more expensive while becoming less effective due to the buildup of patient tolerance. The idea of opioid-free analgesic techniques has rarely been breached in many hospitals. Emerging research has shown that opioid-sparing approaches have resulted in lower reported pain scores across the board, as well as significant cost reductions to hospitals and insurance agencies. In addition to …
Dexmedetomidine Vs Fentanyl In Attenuating The Sympathetic Surge During Endotracheal Intubation: A Scoping Review, Alexandra Schwieger, Kaelee Shrewsbury, Paul Shaver, Dwayne Accardo Dnp, Crna
Dexmedetomidine Vs Fentanyl In Attenuating The Sympathetic Surge During Endotracheal Intubation: A Scoping Review, Alexandra Schwieger, Kaelee Shrewsbury, Paul Shaver, Dwayne Accardo Dnp, Crna
Doctor of Nursing Practice Projects
Purpose/Background Direct laryngoscopy and endotracheal intubation after induction of anesthesia can cause a reflex sympathetic surge of catecholamines caused by airway stimulation. This may cause hypertension, tachycardia, and arrhythmias. This reflex can be detrimental in patients with poor cardiac reserve and can be poorly tolerated and lead to adverse events such as myocardial ischemia. Fentanyl, a potent opioid, with a rapid onset and short duration of action is given during induction to block the sympathetic response. With a rise in the opioid crisis and finding ways to change the practice in medicine to use less opioids, dexmedetomidine, an alpha 2 …
Opioid Free Anesthesia To Prevent Post Operative Nausea/Vomiting, Aleksander Acred, Milena Devineni, Lindsey Blake, Cindi Dabney Dnp, Crna
Opioid Free Anesthesia To Prevent Post Operative Nausea/Vomiting, Aleksander Acred, Milena Devineni, Lindsey Blake, Cindi Dabney Dnp, Crna
Doctor of Nursing Practice Projects
Purpose The purpose of this study is to compare the incidence of post-operative nausea and vomiting (PONV) in opioid-utilizing and opioid-free general anesthesia. Background PONV is an extremely common, potentially dangerous side effect of general anesthesia. PONV is caused by a collection of anesthetic and surgical interventions. Current practice to prevent PONV is to use 1-2 antiemetics during surgery, identify high risk patients and utilize tracheal intubation over laryngeal airways when indicated. Current research suggests minimizing the use of volatile anesthetics and opioids can reduce the incidence of PONV, but this does not reflect current practice.
Methods In this scoping …
Impact Of Duration Of Antibiotic Prophylaxis On Rates Of Surgical Site Infection (Ssi) In Patients Undergoing Mastectomy Without Immediate Reconstruction, Comparing A Single Prophylactic Dose Versus Continued Antibiotic Prophylaxis Postoperatively: A Multicentre, Double-Blinded Randomised Control Trial Protocol, Abida K. Sattar, Nida Zahid, Hania Shahzad, Rufina Soomro, Omema Saleem, Syed Faisal Mahmood
Impact Of Duration Of Antibiotic Prophylaxis On Rates Of Surgical Site Infection (Ssi) In Patients Undergoing Mastectomy Without Immediate Reconstruction, Comparing A Single Prophylactic Dose Versus Continued Antibiotic Prophylaxis Postoperatively: A Multicentre, Double-Blinded Randomised Control Trial Protocol, Abida K. Sattar, Nida Zahid, Hania Shahzad, Rufina Soomro, Omema Saleem, Syed Faisal Mahmood
Department of Surgery Docs
Introduction: In breast surgeries, prophylactic antibiotics given before the surgical incision as per Joint Commission Surgical Care Improvement Project guidelines have been shown to decrease the rate of postoperative infections. There is, however, no clear consensus on postoperative antibiotic prophylaxis in patients undergoing mastectomy with indwelling drains. This trial protocol proposes to study the difference in rates of surgical site infection (SSI) with or without continuation of postoperative antibiotics in patients undergoing mastectomy without immediate reconstruction and with indwelling drains.
Methods and analysis: In this multicentre, double-blinded clinical trial, all patients undergoing mastectomy (without immediate reconstruction) will receive a single …
Rapidly Progressive Acth-Dependent Cushing’S Disease Masquerading As Ectopic Acth-Producing Cushing’S Syndrome: Illustrative Case, Siyuan Yu, Michael Karsy, Jeffery Miller, Stephanie R. Beldick, Mark T. Curtis, Marc Rosen, James J. Evans
Rapidly Progressive Acth-Dependent Cushing’S Disease Masquerading As Ectopic Acth-Producing Cushing’S Syndrome: Illustrative Case, Siyuan Yu, Michael Karsy, Jeffery Miller, Stephanie R. Beldick, Mark T. Curtis, Marc Rosen, James J. Evans
Department of Neurosurgery Faculty Papers
BACKGROUND Cushing’s disease (CD) remains a challenging condition to diagnose and treat. This case study highlights the challenges of diagnosing CDwhen faced with discrepant clinical, biochemical, and radiologicalfindings.
OBSERVATIONS A 62-year-old man presented with rapid evolution of symptoms, including depression, fatigue, and extreme muscle atrophy, whichresulted in the patient being a wheelchair user over the course of a few months. His rapid clinical course in conjunction with hypercortisolemia in thesetting of a pituitary macroadenoma involving the cavernous sinus, two large pulmonary nodules, and urine-free cortisol levels in the thousandssuggested an aggressive ectopic adrenocorticotropic hormone (ACTH) source. After extensive testing ruled …
Online Assessment In Undergraduate Medical Education: Challenges And Solutions From A Lmic University, Syeda Sadia Fatima, Romana Idrees, Kauser Jabeen, Saniya Sabzwari, Sadaf Khan
Online Assessment In Undergraduate Medical Education: Challenges And Solutions From A Lmic University, Syeda Sadia Fatima, Romana Idrees, Kauser Jabeen, Saniya Sabzwari, Sadaf Khan
Department of Biological & Biomedical Sciences
Background and objectives: The Covid-19 pandemic has caused large-scale disruption in almost all educational programs across the world. Planning and rapid implementation of assessment through an online format presents the next set of novel challenges that must be addressed by academic administrations across the globe.
Methods: This cross-sectional study was conducted between March to August 2020 at the Aga Khan University Medical College. Two hundred medical students of year 1 and 2 participated in the study. We describe the planning, processes, and outcomes of online assessments using video communication platforms conducted at a private university in Pakistan. Standardized protocols were …
Improving Patient Outcomes With Post-Op Education For Nurses Caring For Patients Undergoing Total Joint Replacement, Amanda Collier
Improving Patient Outcomes With Post-Op Education For Nurses Caring For Patients Undergoing Total Joint Replacement, Amanda Collier
Doctor of Nursing Practice Projects
Background: Surgical site infections (SSI) are the third most reported nosocomial infection causing an increased length of stay, increased healthcare cost, and a substantial increase in morbidity. A SSI is an infection developing within 30 days of surgery without using an implant and within one year of surgery utilizing any form of implant. Typically SSI occurs at the time of incision. However, poor postoperative wound care can lead to an SSI.
Purpose: This project aims to educate nursing staff on care of the total joint replacement (TJR) patient to reduce readmission rates for postoperative SSI.
Design Methods: This …
A Machine Learning Approach To First Pass Reperfusion In Mechanical Thrombectomy: Prediction And Feature Analysis., Lohit Velagapudi, Nikolaos Mouchtouris, Richard F Schmidt, David Vuong, Omaditya Khanna, Ahmad Sweid, Bryan Sadler, Fadi Al-Saiegh, M Reid Gooch, Pascal Jabbour, Robert H Rosenwasser, Stavropoula Tjoumakaris
A Machine Learning Approach To First Pass Reperfusion In Mechanical Thrombectomy: Prediction And Feature Analysis., Lohit Velagapudi, Nikolaos Mouchtouris, Richard F Schmidt, David Vuong, Omaditya Khanna, Ahmad Sweid, Bryan Sadler, Fadi Al-Saiegh, M Reid Gooch, Pascal Jabbour, Robert H Rosenwasser, Stavropoula Tjoumakaris
Department of Neurosurgery Faculty Papers
INTRODUCTION: Novel machine learning (ML) methods are being investigated across medicine for their predictive capabilities while boasting increased adaptability and generalizability. In our study, we compare logistic regression with machine learning for feature importance analysis and prediction in first-pass reperfusion.
METHODS: We retrospectively identified cases of ischemic stroke treated with mechanical thrombectomy (MT) at our institution from 2012-2018. Significant variables used in predictive modeling were demographic characteristics, medical history, admission NIHSS, and stroke characteristics. Outcome was binarized TICI on first pass (0-2a vs 2b-3). Shapley feature importance plots were used to identify variables that strongly affected outcomes.
RESULTS: Accuracy for …
Discrepancies In Stroke Distribution And Dataset Origin In Machine Learning For Stroke., Lohit Velagapudi, Nikolaos Mouchtouris, Michael P Baldassari, David Nauheim, Omaditya Khanna, Fadi Al Saiegh, Nabeel Herial, M Reid Gooch, Stavropoula Tjoumakaris, Robert H Rosenwasser, Pascal Jabbour
Discrepancies In Stroke Distribution And Dataset Origin In Machine Learning For Stroke., Lohit Velagapudi, Nikolaos Mouchtouris, Michael P Baldassari, David Nauheim, Omaditya Khanna, Fadi Al Saiegh, Nabeel Herial, M Reid Gooch, Stavropoula Tjoumakaris, Robert H Rosenwasser, Pascal Jabbour
Department of Neurosurgery Faculty Papers
BACKGROUND: Machine learning algorithms depend on accurate and representative datasets for training in order to become valuable clinical tools that are widely generalizable to a varied population. We aim to conduct a review of machine learning uses in stroke literature to assess the geographic distribution of datasets and patient cohorts used to train these models and compare them to stroke distribution to evaluate for disparities.
AIMS: 582 studies were identified on initial searching of the PubMed database. Of these studies, 106 full texts were assessed after title and abstract screening which resulted in 489 papers excluded. Of these 106 studies, …
Competency-Based Medical Education And Breast Disease, David Scott Lind, Bharti Jasra
Competency-Based Medical Education And Breast Disease, David Scott Lind, Bharti Jasra
HCA Healthcare Journal of Medicine
The future delivery of high quality, patient-centered breast care is fundamentally dependent on how we train the next generation of breast care providers. As medical educators, we have a tremendous opportunity to transform how clinical skills related to breast care are taught and assessed and thereby, improve breast patient outcomes. This article reviews the current state of education and ideas for implementing a learner-specific, competency-based curriculum to teach breast care skills.