Radiology Commons^™

Comparison Of Physics-Based Deformable Registration Methods For Image-Guided Neurosurgery, Nikos Chrisochoides, Yixun Liu, Fotis Drakopoulos, Andriy Kot, Panos Foteinos, Christos Tsolakis, Emmanuel Billias, Olivier Clatz, Nicholas Ayache, Andrey Fedorov, Alex Golby, Peter Black, Ron Kikinis

Computer Science Faculty Publications

This paper compares three finite element-based methods used in a physics-based non-rigid registration approach and reports on the progress made over the last 15 years. Large brain shifts caused by brain tumor removal affect registration accuracy by creating point and element outliers. A combination of approximation- and geometry-based point and element outlier rejection improves the rigid registration error by 2.5 mm and meets the real-time constraints (4 min). In addition, the paper raises several questions and presents two open problems for the robust estimation and improvement of registration error in the presence of outliers due to sparse, noisy, and incomplete …

Anxiety And Uterine Artery Doppler Flow In A Population Of Pregnant Women Of High Risk Down Syndrome Fetus: A Prospective Cohort Study, Mahboobeh Shirazi, Mehnoosh Torkzaban, Margan Ghaemi, Maryam Moshfeghi, Mahmood Shirazi, Maryam Emadzadeh, Lida Ahmadi, Zahra Khazaeipoor, Sara Mirzaeian

Department of Radiology Faculty Papers

Background: Fetal exposure to maternal anxiety is associated with low birth weight and maternal stress may be led to constriction of uterine arteries. This study compared the relation of anxiety and uterine artery doppler flow indices in pregnant women with the high and low-risk of Down syndrome.

Materials and methods: This prospective cohort study was conducted among pregnant women in the second trimester that were classified as having a high or low risk according to their prenatal aneuploidy screening outcome. The high risk group underwent amniocentesis. Anxiety was initially assessed using the Spielberger State-Anxiety Inventory (STAI) and uterine artery blood …

Contrast-Enhanced Ultrasound Li-Rads: A Pictorial Review, Osama Mahmoud, Ajay Makkena, Corinne E. Wessner, Ji-Bin Liu, John Eisenbrey, Andrej Lyshchik

Department of Radiology Faculty Papers

The American College of Radiology has implemented the Liver Imaging Reporting and Data System (LI-RADS) to help detect, interpret, and guide the management of suspected lesions on surveillance imaging for hepatocellular carcinoma (HCC) in patients with cirrhosis. The classification of indeterminate nodules with a grading algorithm can be used for multiple imaging modalities (US, CT, and MRI) and incorporates multiple imaging features to appropriately classify observations with different likelihood of being HCC. Contrast-enhanced ultrasound (CEUS) LI-RADS has been fully implemented since 2017. The aim of this pictorial article is to provide a comprehensive review of CEUS LI-RADS utilization, discuss its …

Disruption Of Specific White Matter Tracts Is Associated With Neurogenic Lower Urinary Tract Dysfunction In Women With Multiple Sclerosis, Darshil Choksi, Bradley Schott, Khue Tran, Ryan Jang, Khader M Hasan, John A Lincoln, Ali Jalali, Christof Karmonik, Betsy Salazar, Rose Khavari

Faculty, Staff and Student Publications

OBJECTIVE: To identify specific white matter tracts (WMTs) whose disruption is associated with the severity of neurogenic lower urinary tract dysfunction (NLUTD) in two independent cohorts of women with multiple sclerosis (MS) and NLUTD.

METHODS: Cohort 1 consisted of twenty-eight women with MS and NLUTD. The validation cohort consisted of 10 women with MS and NLUTD. Eleven healthy women served as controls. Participants of both MS cohorts had the same inclusion and exclusion criteria. Both MS cohorts and the healthy controls underwent the same clinical assessment and functional MRI (fMRI) protocol, except that the validation MS cohort underwent 7-Tesla fMRI …

Optimizing Human Performance In Extreme Environments Through Precision Medicine: From Spaceflight To High-Performance Operations On Earth, Michael A Schmidt, Jeffrey A Jones, Christopher E Mason

Faculty, Staff and Students Publications

Humans operating in extreme environments often conduct their operations at the edges of the limits of human performance. Sometimes, they are required to push these limits to previously unattained levels. As a result, their margins for error in execution are much smaller than that found in the general public. These same small margins for error that impact execution may also impact risk, safety, health, and even survival. Thus, humans operating in extreme environments have a need for greater refinement in their preparation, training, fitness, and medical care. Precision medicine (PM) is uniquely suited to address the needs of those engaged …

Color Doppler Ultrasound Imaging In Varicoceles: Is The Difference In Venous Diameter Encountered During Valsalva Predictive Of Palpable Varicocele Grade?, Kelly Lehner, Catherine Ingram, Utsav Bansal, Colleen Baca, Adithya Balasubramanian, Nannan Thirumavalavan, Jason M Scovell, Saneal Rajanahally, Matthew Pollard, Larry I Lipshultz

Faculty, Staff and Students Publications

OBJECTIVE: The clinical grading system for varicoceles is subjective and dependent on clinician experience. Color Doppler ultrasound (US) has not been standardized in the diagnosis of varicoceles. We aimed to determine if US measurement of varicocele could be predictive of World Health Organization (WHO) varicocele grade.

METHODS: Men who presented for either scrotal pain or infertility to a tertiary men's health clinic underwent physical examination, and varicoceles were graded following WHO criteria (0=subclinical, 1, 2, 3). US was used to measure largest venous diameter in the pampiniform plexus bilaterally at rest and during Valsalva maneuver. Receiver operator characteristic curve analysis …

Comparison Of Machine-Learning And Deep-Learning Methods For The Prediction Of Osteoradionecrosis Resulting From Head And Neck Cancer Radiation Therapy, Brandon Reber, Lisanne Van Dijk, Brian Anderson, Abdallah Sherif Radwan Mohamed, Clifton Fuller, Stephen Lai, Kristy Brock

Faculty, Staff and Student Publications

PURPOSE: Deep-learning (DL) techniques have been successful in disease-prediction tasks and could improve the prediction of mandible osteoradionecrosis (ORN) resulting from head and neck cancer (HNC) radiation therapy. In this study, we retrospectively compared the performance of DL algorithms and traditional machine-learning (ML) techniques to predict mandible ORN binary outcome in an extensive cohort of patients with HNC.

METHODS AND MATERIALS: Patients who received HNC radiation therapy at the University of Texas MD Anderson Cancer Center from 2005 to 2015 were identified for the ML (n = 1259) and DL (n = 1236) studies. The subjects were followed for ORN …

Ratio Of Vascular Pedicle Width And Thoracic Diameter To Differentiate Cardiogenic And Non-Cardiogenic Pulmonary Edema, Rahmi Afifi, Achmad Fachri, Amir Sjarifuddin Madjid, Joedo Prihartono, Marcel Prasetyo, Andreas Christian

Makara Journal of Health Research

Background: Excess intravascular volume evaluation is essential in the intensive care unit (ICU); however, clinical information to differentiate cardiogenic and non-cardiogenic pulmonary edema has been proven ineffective. Thus, this study aimed to distinguish cardiogenic from non-cardiogenic pulmonary edema using the ratio of vascular pedicle width (VPW) to thoracic diameter (VPTR).

Methods: This cross-sectional study was conducted based on secondary data from chest radiographs of 100 patients with clinical symptoms of pulmonary edema in the ICU from January 2013 to December 2015. Cardiogenic and non-cardiogenic pulmonary edema were distinguished using VPW and cardiothoracic ratio measurements (CTR). VPTR was measured …

Lens: A Novel Image Processing-Based Approach For Low-Cost Segmentation Of Computed Tomography Scans Of Lungs, Monica Hinga

Computer Science ETDs

A staggering amount of data has been collected and analyzed since the beginning of the COVID-19 pandemic. Some of that data, however, particularly computed tomography (CT) scans of lungs, are difficult to analyze computationally. Segmentation of COVID-19 lesions provides researchers with insights into where lesions form, their volume, and in the case of time course data, how lesions grow as disease progresses. Spatial information, which has received little attention in the literature, has the potential to provide valuable insight to within-host viral and immune dynamics. Unfortunately, state-of-the-art supervised deep learning methods require labeled data, which can be prohibitively expensive to …

Sunsetting Excessive Chest X-Rays In An Intensive Care Unit: A Quality Improvement Project, Cassandra Sweet

Doctors of Nursing Practice (DNP) Final Projects, 2020-current

In the cardiovascular service line at an academic medical center in the southeastern United States, obtaining daily chest x-rays still occurred despite evidence that it is unnecessary and possibly even harmful. This quality improvement project was implemented in a 24-bed Cardiovascular Intensive Care Unit and 20-bed acute care unit, together considered to be the cardiac service line. Using the implementation framework of the Model for Improvement and Plan/Do/Study/Act, a guideline that outlines appropriate times to obtain a chest x-ray based on the American College of Radiology’s appropriateness criteria was created. Daily chest x-rays were eliminated and replaced with an on-demand …

Using Patient Flow Analysis With Real-Time Patient Tracking To Optimize Radiation Oncology Consultation Visits, Shane Mesko, Julius Weng, Prajnan Das, Albert C Koong, Joseph M Herman, Dorothy Elrod-Joplin, Ashley Kerr, Thomas Aloia, John Frenzel, Katy E French, Wendi Martinez, Iris Recinos, Abdulaziz Alshaikh, Utpala Daftary, Amy C Moreno, Quynh-Nhu Nguyen

Faculty, Staff and Student Publications

PURPOSE: Clinical efficiency is a key component of the value-based care model and a driver of patient satisfaction. The purpose of this study was to identify and address inefficiencies at a high-volume radiation oncology clinic.

METHODS AND MATERIALS: Patient flow analysis (PFA) was used to create process maps and optimize the workflow of consultation visits in a gastrointestinal radiation oncology clinic at a large academic cancer center. Metrics such as cycle times, waiting times, and rooming times were assessed by using a real-time patient status function in the electronic medical record for 556 consults and compared between before vs after …

Glucocentric Drugs In Cardiovascular Disease Protection And Heart Failure, Khawaja M. Talha, Gregg C. Fonarow, Salim S. Virani, Javed Butler

Office of the Provost

Evidence for cardiovascular outcomes with older-generation antihyperglycemic drugs in the management of type 2 diabetes is based on aggregated data from prior randomized controlled trials and observational studies that were not focused on prespecified cardiovascular end points. Newer antihyperglycemic medications have undergone a rigorous evaluation of cardiovascular outcomes through randomized controlled trials since the US Food and Drug Administration imposed a mandatory requirement for all glucose-lowering drugs in 2008. The three classes of drugs that have been most extensively studied are dipeptidyl peptidase 4 inhibitors, glucagon-like peptide 1 receptor agonists, and sodium-glucose cotransporter-2 (SGLT2) inhibitors, the latter two reporting significant …

Plasma Growth Hormone Is A Potential Biomarker Of Response To Atezolizumab And Bevacizumab In Advanced Hepatocellular Carcinoma Patients, Yehia I Mohamed, Dan G Duda, Muhammad O Awiwi, Sunyoung S Lee, Lina Altameemi, Lianchun Xiao, Jeffrey S Morris, Robert A Wolff, Khaled M Elsayes, Rikita I Hatia, Aliya Qayyum, Shadi M Chamseddine, Asif Rashid, James C Yao, Armeen Mahvash, Manal M Hassan, Hesham M Amin, Ahmed Omar Kaseb

Faculty, Staff and Student Publications

INTRODUCTION: Hepatocellular carcinoma (HCC) has limited systemic therapy options when discovered at an advanced stage. Thus, there is a need for accessible and minimally invasive biomarkers of response to guide the selection of patients for treatment. This study investigated the biomarker value of plasma growth hormone (GH) level as a potential biomarker to predict outcome in unresectable HCC patients treated with current standard therapy, atezolizumab plus bevacizumab (Atezo/Bev).

MATERIALS AND METHODS: Study included unresectable HCC patients scheduled to receive Atezo/Bev. Patients were followed to determine progression-free survival (PFS) and overall survival (OS). Plasma GH levels were measured by ELISA and …

Standard Deviations Of Mr Signal Intensities Show A Consistent Trend During Imaging Follow-Ups For Glioblastoma Patients When Corrected For Non-Biological Heterogeneity Due To Hardware And Software Variation, Subhendra N. Sarkar, Rafael Rojas, Evans Lespinasse, Xiang Fu Zhang, Ruth Zeron

Publications and Research

Introduction: Glioblastoma multiforme (GBM) has a poor prognosis in spite of advanced MRI guided treatments today. Routine MRI using conventional T1 or advanced permeability based MRI of GBM often does not adequately represent changing tumor phases or overall survival. In this work, region of interest (ROI) based tissue MR standard deviation (SD) is demonstrated as an important MRI variable that could be a potential biomarker of GBM heterogeneity and radioresistance. Materials and methods: MRI characterization is often qualitative and lacks reproducibility. Using standardized MRI phantoms we have normalized retrospective records of 12 radioresistant GBM patients that underwent radiation therapy (RT) …

A Single Centre Experience Of Local Perforator Flaps In Oncoplastic Breast Surgery: A Cross-Sectional Study, Sana Zeeshan, Lubna Vohra, Uzma Shamsi, Nida Zahid, Danish Ali, Nargis Asad, Cristina Garusi

Section of General Surgery

Background & objectives: Various oncoplastic techniques have emerged over the years to preserve breast cosmesis and symmetry without compromising the principles of tumor excision. One of the newer techniques for breast volume replacement to achieve symmetry and cosmesis is the use of fasciocutaneous pedicled chest wall perforator flaps or local perforator flaps (LPF). The objectives of this study were to document the details of the surgical procedure as well as patient-reported satisfaction and well-being following the procedure using a validated BREAST-Q tool among Pakistani women.
Materials & methods: This cross-sectional study was conducted from March 2019 to February 2021 enrolling …

Effectiveness Of Non-Invasive Respiratory Support Strategies In Patients With Covid-19: A Systematic Review And Meta Analysis, Vinesh Kumar, Umair Arshad Malik, Reshman Kumari, Berkha Berkha, Vijay Kumar, Manoj Kumar, Simran Simran, Suman Suman, Bushra Nasim

Medical College Documents

Background: The effectiveness of non-invasive respiratory strategies, namely CPAP and HFNO, in reducing the risk of mortality and tracheal intubation in patients with severe COVID-19 is not well established.
Methods: A thorough literature search was conducted across 3 electronic databases (Medline, EMBASE and Cochrane Central) from inception through July 2022. Randomized controlled trials (RCTs) and observational studies assessing the impact of CPAP or HFNO on clinical outcomes in patients infected with COVID-19 were considered for inclusion. End-points included all-cause mortality and risk of tracheal intubation. Evaluations were reported as risk ratios (RRs) with 95% confidence intervals (CI) and analysis was …

Labrad : Vol 47, Issue 2 - December 2022, Aga Khan University Hospital, Karachi

LABRAD - Departments of Pathology & Laboratory Medicine and Radiology Archives

• From the Editor’s Desk
• Case Quiz
• Contrast Enhanced Spectral Mammography Clinical Usefulness of Biochemical Parameters in Prenatal Diagnosis of Down Syndrome In First and Second Trimester
• The Science of Efficiency in a Clinical Laboratory
• Updates in new WHO Blue Book
• Monkeypox vs. COVID-19
• From the Diary of a Researcher- Notes on Understanding Beta-Thalassemia and Metabolic Bone Disease
• Significance of Audit in a Clinical Laboratory
• Microsatellite Instability (MSI) Testing
• Pre-Analytical Variables Affecting Coagulation Testing
• Grading of Soft Tissue Sarcomas
• Recent Updates in 2022 WHO Classification of Thyroid Neoplasms
• MMR and MSI Testing in Malignancies
• Transforming Pedagogical Framework of Pathology through Social …

A Survey Based-Study Reviewing The Career Opportunities For Student In Radiological Technology, Tatiana Ryzhakova, Mikhail Kun, Peber Dejesus, Zoya Vinokur

Publications and Research

Recent graduates lack the knowledge of many career opportunities there is after earning a Radiology Technology (RT) certification. The purpose of this study is to investigate how much knowledge students have as a student becomes certified for RT. This study will also represent RT workers' experience today. Questionnaires will be spread to the students in order to determine the level of knowledge of career opportunities they have in the career. The in-depth questions will target the career options in the radiology field; they also will include questions that ask for the age and demographics of students forming the part of …

Learning From The Past: A Century Of Accuracy, Aspirations, And Aspersions In Brachytherapy, Christopher S Melhus, Samantha J Simiele, Manik Aima, Susan Richardson

Faculty, Staff and Student Publications

The oldest form of radiation therapy, brachytherapy, has been investigated and reported in the scientific and medical literature for well over a century. Known by many names over the years, radium-based, empirical practices evolved over decades to contemporary practice. This includes treatment at various dose rates using multiple radionuclides or even electrically generated photon sources. Predictions or prognostications of what may happen in the future enjoy a history that spans centuries, e.g. those by Nostradamus in the 1500s. In this review article, publications from several eras of past practice between the early 1900s and the late 2010s where the authors …

Designing Of X-Ray Beams To Assess Mineral Loss In Dehydrated Fruits – Radiology Readiness During Climate Change, Angela Moore, Katie Tam

Publications and Research

Key minerals such as iron, manganese and copper are necessary for optimal health and vitality of human beings. These minerals are within the biomolecules of food, particularly in fruits and are not detectable without destroying their natural biochemical roles. A compilation was done on average mineral compositions for multiple apple varieties from USDA and academic horticulture research labs to design the x-ray beams in the low energy ranges in our mammography system that provide “soft” x-rays for imaging light-weight atoms. In this project homemade external filters like Aluminum sheets, Iodine and Gadolinium contrast media were developed to modify low energy …