Radiology Commons^™

Uterus Didelphys Bicollis Bicolpos —A Case Report, Felix Oindi, Felix Nyagaka

Obstetrics and Gynaecology, East Africa

Uterus didelphys refers to a congenital uterine anomaly that occurs due to failed fusion of the paired Müllerian ducts. It is characterized by two separate noncommunicating uterine horns each with its cervix and fallopian tube. Duplication may be limited to the uterus, cervix or also involve the vagina. Here, we present a case of a 27-year-old primigravida incidentally diagnosed during pregnancy, followed up with cervical cerclage at 13 weeks due to a short cervix and had preterm delivery via cesarean section at 35 weeks. She had a successful pregnancy outcome and an uneventful postnatal course. Uterus didelphys is associated with …

American College Of Radiology Manual On Mr Safety: 2024 Update And Revisions, Ivan Pedrosa, David A Altman, Jonathan R Dillman, Michael N Hoff, Alexander M Mckinney, Scott B Reeder, Jeffrey M Rogg, R Jason Stafford, James A Webb, Dina L Hernandez, Robert E Watson

Faculty, Staff and Student Publications

Since the introduction of the American College of Radiology (ACR) MRI safety guidelines in 2002, the indications for use of MRI in clinical care and research have continued to expand. Similarly, MRI technologies have evolved, with multiple field strengths now available for human imaging. While several publications have updated the ACR recommendations since the first guidelines, a single source in a structured format was lacking. Accordingly, the ACR Committee on MR Safety recently updated the online ACR Manual on MR Safety that compiles ACR recommendations for safe use of MRI equipment in humans into a single document. This review describes …

Differentiation Stage Predicts Radiosensitivity In Mesenchymal-Like Pancreatic Cancer, Tingshi Su, Xinjian Yu, Mojtaba Hoseini-Ghahfarokhi, David B Flint, Scott J Bright, Joana I D S Antunes, David K J Martinus, Mandira Manandhar, Mariam Ben Kacem, Poliana C Marinello, Eurico J G Pereira, Hua-Sheng Chiu, Uwe Titt, David R Grosshans, Jan Schuemann, Henning Willers, Harald Paganetti, Pavel Sumazin, Gabriel O Sawakuchi

Faculty, Staff and Student Publications

Purpose: To derive a genomic classifier to predict radiosensitivity of pancreatic cancer cell lines and patients with pancreatic cancer to allow genomic-guided radiation therapy.

Methods and materials: We collected a comprehensive data set of full clonogenic cell survival curves of 45 pancreatic cancer cell lines irradiated with clinical photon and proton beams. We derived classifiers based on data from human embryonic and fetal pancreas single-cell RNA-sequencing to distinguish between epithelial and mesenchymal cells and to predict pancreas cell-line differentiation stage. Independent testing was done with an embryonic mouse pancreas single-cell RNA-sequencing data set. We then used bulk RNA-seq profiles from …

Enhancing Lymphoma Staging: Unveiling The Potential And Challenges Of Whole-Body Magnetic Resonance Imaging, Mohadese Ahmadzade, Mohammad Ghasemi-Rad

Faculty, Staff and Students Publications

In this editorial, we comment on the article by Lambert et al, published in the recent issue of the World Journal of Radiology. The focus of the editorial is to explore the advancements in whole-body magnetic resonance imaging (WB-MRI) technology, its current clinical applications, and the challenges that must be addressed to fully realize its potential in oncological imaging. WB-MRI has emerged as a pivotal tool in oncological imaging, offering comprehensive disease assessment without ionizing radiation. Its applications span the detection of bone metastases, evaluation of hematologic malignancies, and staging of a wide range of cancers, including lymphoma, …

Ai In Radiology: Bridging The Gap Between Technology And Patient Care, Jordan Watts, Jeffrey Larson, Kasi Gorli, Alberto Coustasse

Management Faculty Research

Artificial Intelligence (AI) integration in healthcare, particularly within radiology, has grown rapidly, with 400 out of 520 FDA-approved AI algorithms explicitly designed for radiological applications as of 2023. AI has shown significant potential for enhancing healthcare delivery and improving patient outcomes (AHA, 2023); however, understanding the barriers, facilitators, and implications of AI implementation in radiology remains fragmented across existing studies. This study investigates AI's impact on radiology in three critical areas: diagnostic accuracy, interpretation times, and clinical workflow efficiency. We synthesize key findings regarding AI's contributions to radiology practices through a comprehensive literature review of 29 articles published between 2015 …

Left Ventricular And Aortic Pressures Measured With Fluid-Filled And Solid-State Pressure Catheters: Similarities And Differences, Priscilla Machado, Ira Cohen, Brian Osler, Maureen E. Mcdonald, Cara Esposito, Marguerite Davis, David Fischman, Michael P. Savage, Praveen Mehrotra, Flemming Forsberg, Jaydev K. Dave

Division of Cardiology Faculty Papers

Objective: To compare left ventricular (LV) and aortic (AO) pressures obtained using fluid-filled and high-fidelity solid-state pressure catheters in subjects undergoing left heart catheterization.

Materials and Methods: Twenty subjects scheduled for a left heart catheterization were enrolled and 18 subjects completed this IRB-approved study. LV and AO pressures were obtained using fluid-filled pressure catheter (standard-of-care) and high-fidelity solid-state pressure catheter synchronously. Pressure tracings were analyzed to measure LV systolic (LVSP), LV minimum-diastolic (LVMDP), LV end-diastolic (LVEDP), AO systolic (AOSP), and AO diastolic (AODP) pressures. Isovolumic contraction and relaxation rates (peak ± dp/dt) were derived from the pressure waveforms. Repeated measures …

Storm-Induced Supply Challenges: A Case Of Hurricane-Driven Iv Fluid Use And Venous Air Embolism, Davin Evanson

Tower Health Research Day

No abstract provided.

Case Report: Non-Operative Management Of A Diaphragmatic Hematoma, Taylor Gong, Kendall Ozorowski, Davin Evanson, Michael Romeo

Tower Health Research Day

No abstract provided.

Image Quality Analysis Of Head Cts Obtained On A New Portable Scanner Compared To Stationary Ct, Mara M. Kunst, Juan E. Small, Sebastian E. Flacke, Joseph D. Burns, Maximilian Smith, Christoph D. Wald

The Lahey Journal

Background/Purpose: The use of mobile head CT scanning in the ICU setting has both clinical and economic advantages, particularly if able to provide image quality close or equal to fixed CT scanners.

The purpose of the study is to evaluate the image quality of a new portable CT scanner, compared to a fixed CT platform.

Materials/Methods: Inpatients (n=11), age> 60 requiring head CT evaluation were enrolled and consented to obtain an additional head CT on the portable CT, following their fixed exam.

Nine patients were able to complete the study; seven patients received duplicate exams with matched imaging technique, and …

Sonographic Evaluation Of An Urachal Remnant: A Case Report, Courtney Gushi

SACAD: Scholarly Activities

Urachal anomalies are rare and often identified incidentally during diagnostic imaging studies, such as sonography. These anomalies are being detected with increasing frequency due to advancements in cross-sectional medical imaging. Sonography is a key diagnostic modality due to its lack of radiation, cost-effectiveness, and widespread ability. Urachal anomalies have the potential to undergo pathological changes, leading to inflammation, infection, and even malignancy. Therefore, it is imperative for sonographers to be proficient in identifying and understanding sonographic characteristics of urachal abnormalities.

Asymmetrical Glymphatic Dysfunction In Patients With Long Covid Associated Neurocognitive Impairment- Correlation With Bbb Disruption, Joga Chaganti, Tanush Talekar, Bruce J. Brew

Department of Radiology Faculty Papers

BACKGROUND AND PURPOSE: The glymphatic system, a waste clearance pathway, has been implicated in several neurological conditions associated with neuroinflammation. COVID-19 associated neurocognitive impairment, part of the post-acute sequelae of SARS-CoV-2 infection (PASC), is strongly associated with neuroinflammation and disrupted blood-brain barrier (BBB). Several studies have implicated a synergistic interaction between the glymphatic system dysfunction and BBB disruption. In this proof-of-concept study, we investigated the role of the MRI metric diffusion along the perivascular spaces DTI (DTI-ALPS) in patients with PASC and correlated this with the BBB capillary permeability metric- K trans derived from Dynamic contrast enhanced (DCE) perfusion.

MATERIALS …

Quality Control Of Clinical Protocols Of Ct Using The Accreditation Phantom, Walaiporn Suksancharoen, Apawadee Chakrapong, Sakultala Ruenjit, Anchali Krisanachinda

Chulalongkorn Medical Journal

Background: The daily quality control of the Computed Tomography system consists of the measurement of the accuracy of CT Number and the artifact evaluation. The annual quality control includes the clinical protocol review. The CT radiologist is responsible for ensuring that all Quality Assurance (QA) requirements are met. The clinical team reviews and manages the CT protocol to deliver the appropriate radiation dose to the patient for each examination.

Objectives: To verify CT Number Accuracy, to review clinical protocols and to verify that the low-contrast performance of clinical protocols is adequate for diagnosis.

Methods: American College of Radiology (ACR) CT …

The Advancement And Utility Of Multimodal Imaging In The Diagnosis Of Degenerative Disc Disease, Eric M. Teichner, Robert C. Subtirelu, Connor R. Crutchfield, Chitra Parikh, Arjun Ashok, Sahithi Talasila, Victoria Anderson, Milan Patel, Sricharvi Mannam, Andrew Lee, Thomas Werner, William Y. Raynor, Abass Alavi, Mona-Elisabeth Revheim

SKMC Student Presentations and Publications

Degenerative disc disease (DDD) is a common spinal condition characterized by the deterioration of intervertebral discs, leading to chronic back pain and reduced mobility. While magnetic resonance imaging (MRI) has long been the standard for late-stage DDD diagnosis, its limitations in early-stage detection prompt the exploration of advanced imaging methods. Positron emission tomography/computed tomography (PET/CT) using ¹⁸F- fluorodeoxyglucose (FDG) and ¹⁸F-sodium fluoride (NaF) has shown promise in identifying metabolic imbalances and age-related spinal degeneration, thereby complementing CT grading of the disease. The novel hybrid imaging modality PET/MRI provides new opportunities and are briefly discussed. The complex pathophysiology of …

Detection Rate And Patterns Of Biochemical Recurrence Of Prostate Cancer Using 18f-Psma-1007 Pet/Ct At A Tertiary Teaching Hospital In Sub-Saharan Africa., Lynet Wairimu Barasa

Master of Medicine in Imaging and Diagnostic Radiology

Background: Rising PSA levels following local therapy with curative intent are seen in about one third of men previously treated for prostate cancer, indicative of disease recurrence. This is usually not detectable through imaging modalities like computed tomography (CT) or magnetic resonance imaging (MRI). Several studies show high detection rates of recurrence with 18F-PSMA-1007 PET/CT, one of the novel PET imaging modalities for prostate cancer. No studies, however, have been done to show the patterns of recurrence in the Sub-Saharan African population in whom prostate cancer is known to occur earlier and be more aggressive. Biochemical recurrence almost always …

Comparison Of Positivity Rate Of Dual Phase Sestamibi Versus Dual Tracer Pertechnetate/Sestamibi In Identification Of Parathyroid Adenomas., Naomi Chirindo Chikuro

Master of Medicine in Imaging and Diagnostic Radiology

Background 

Parathyroid adenomas are the commonest cause of primary hyperparathyroidism. The primary mode of treatment is surgical excision which can only be achieved with pre surgical localization of adenomas. Ultrasound, CT and MRI can be used but the most sensitive and specific imaging modality is parathyroid scintigraphy with use of Sestamibi labelled with technetium 99 metastable radionuclide. A few studies have been done comparing dual phase, dual tracer and combined dual phase/tracer protocols with an apparent lack of consensus on which is superior.

Objectives

This study aimed to compare the positivity rates of the mentioned parathyroid scintigraphy protocols and identify …

Diagnostic Accuracy Of 18f-Fdg Pet-Ct Compared To Ultrasound In Identification Of Metastatic Axillary Lymph Nodes In Newly Diagnosed Breast Cancer Patients., Sarah Muthii Kibe

Master of Medicine in Imaging and Diagnostic Radiology

Background: Determination of axillary lymph node metastasis is a crucial part of breast cancer staging as it is the most important marker of overall recurrence and survival. Although axillary ultrasound (AUS) is the imaging reference standard, it has a wide range of sensitivity necessitating evaluation of other imaging modalities that may be used as adjuncts.18F-FDG PET-CT is recommended for use in metastatic and recurrent breast cancer with infrequent use in early disease due to its low spatial resolution for small axillary lymph nodes. The aim of this it study is to evaluate the diagnostic accuracy of axillary ultrasound compared …

Case Series On Prosthetic Valve Thromboses Treated With Intravenous Thrombolysis At A Tertiary Teaching Hospital In Nairobi – Kenya, John Odhiambo, Salim Abdallah, Mzee Ngunga

Internal Medicine, East Africa

Valvular heart disease is a significant global health issue, particularly in developing countries where Rheumatic Heart Disease (RHD) is the leading cause. Valve replacement surgeries have increased, with mechanical prostheses favored for their durability. However, thromboembolism remains a critical complication post-surgery, with prosthetic valve thrombosis rates of 0.03% for bioprosthetic valves and between 0.5% to 8% for mechanical valves in the aortic and mitral position. This report details two cases of heart failure following valve replacement due to rheumatic heart disease. The first case involves a 42-year-old female who developed prosthetic valve thrombosis after discontinuing warfarin for menorrhagia postmechanical mitral …

Robust Automated Method Of Spatial Resolution Measurement In Radiotherapy Ct Simulation Images, Pavel Govyadinov, Rick R Layman, Tucker Netherton, Raymond Mumme, Aaron K Jones, Laurence E Court, Moiz Ahmad

Faculty, Staff and Student Publications

Background: Variation in imaging protocol, patient positioning, and the presence of artifacts can vary image quality in CT images used for radiotherapy planning. Automated methods for spatial resolution (SR) estimation exist but require further investigation and validation for wider adoption.

Purpose: To validated previously existing algorithm for SR estimation and introduce improvements that make it robust to patient positioning, CT protocol, site, and artifacts.

Method: A reference algorithm based on the previous gold standard was recreated and modified to improve robustness. The algorithms were tested on three different datasets: (1) a cylindrical ACR CT QC phantom scanned using a Siemens …

Multi-Societal Expert Consensus Statement On The Safe Administration Of Ultrasound Contrast Agents, Jordan B. Strom, Andrew Appis, Richard G. Barr, Maria Cristina Chammas, Dirk-André Clevert, Kassa Darge, Linda Feinstein, Steven B. Feinstein, J. Brian Fowlkes, Beverly Gorman, Pintong Huang, Yuko Kono, Juan Lopez-Mattei, Andrej Lyshchik, Michael L. Main, Wilson Matthias, Christina Merrill, Sharon L. Mulvagh, Petros Nihoyannopoulos, Joan Olson, Fabio Piscaglia, Thomas Porter, Arnaldo Rabischoffsky, Roxy Senior, Jessica L Stout, Maria Stanczak, Stephanie R. Wilson

Department of Radiology Faculty Papers

Contrast enhanced ultrasound (CEUS) offers a safe, reliable imaging option to establish a clinical diagnosis across a variety of multidisciplinary settings. This Expert Consensus Statement serves to outline expert opinion on what constitutes appropriate supervision and the essential components of safe CEUS practice. The purpose of this document is to empower institutions to allow sonographers, along with other trained medical professionals, to administer UCAs at the point of care, consistent with the updated scope of practice documentation and within the broad parameters of an individual's training and licensure, while subject to appropriate supervision and meeting or exceeding minimum safety standards. …

Axillo-Caval Extra-Anatomic Venous Bypass Creation Via Direct Percutaneous Puncture Of The Superior Vena Cava, Stephan S. Leung, Patrick Lee, Anthony N. Hage, Robert W. Ford

Department of Radiology Faculty Papers

No abstract provided.

The Usefulness Of 3d Heart Models As A Tool Of Congenital Heart Disease Education: A Narrative Review, Raghad Abdulaziz Alhojailan, Reghd Husain M Alkhalifah, Bana Albani, Majed Wadi

Journal of the Saudi Heart Association

Objectives: The objective of this review is to evaluate the effectiveness of three-dimensional (3D) heart models as teaching tools for congenital heart disease (CHD), addressing the limitations of traditional medical education methods. Methods: A thorough literature review was conducted using PubMed, Google Scholar, Scientific Direct and Scopus databases. Relevant articles were screened and selected based on their discussion of the application of 3D models in CHD education. Results: The comprehensive review of 19 studies revealed that 3D heart models provide students, healthcare professionals, and patients with meaningful experiences that significantly enhance understanding and learning outcomes. These models improve …

Coexisting Renal Artery Stenosis And Large Angiomyolipoma In A Solitary Kidney: A Therapeutic Dilemma, Yohannes B. Tilahun, Arjun Sekar

Advances in Clinical Medical Research and Healthcare Delivery

Title: Coexisting Renal Artery Stenosis and Large Angiomyolipoma in a Solitary Kidney: A Therapeutic Dilemma

Authors: Tilahun YB, Mentor/Attending: Sekar A

Background: Angiomyolipomas (AMLs) are the most common benign renal tumors, typically presenting as incidental findings. However, large AMLs can lead to life-threatening complications such as retroperitoneal hemorrhage, particularly in the setting of a solitary kidney. The presence of concomitant renal artery stenosis (RAS) further complicates management, posing a unique therapeutic challenge in balancing the need to prevent hemorrhage, preserve renal function, and optimize renovascular perfusion.

Case: A 77-year-old African American woman with a history of left nephrectomy for renal …

Unilateral Hearing Loss Caused By Bilateral Otosclerosis In The Context Of Prior Viral Infection - Case Report, Ryan Tam, Michael Mullinax, Timothy Ehmann, Bryan Scott

Advances in Clinical Medical Research and Healthcare Delivery

This is a case report of a patient who presented with left sided hearing loss. The patient was found to have mixed conductive and sensorineural hearing loss of the left ear and restrictive hearing of the right ear. Subsequent imaging demonstrated evidence of bilateral otosclerosis. Otosclerosis is characterized by progressive pathological bone remodeling in the otic capsule, resulting in hearing loss. Given the disease burden of otosclerosis and the corresponding effects on quality of life, providers must have knowledge of the disease to incorporate it into working differential diagnoses for patients presenting with hearing loss. With increasing recognition of otosclerosis …

Large-Bore Mechanical Thrombectomy Versus Catheter-Directed Thrombolysis In The Management Of Intermediate-Risk Pulmonary Embolism: Primary Results Of The Peerless Randomized Controlled Trial, Wissam Jaber, Carin Gonsalves, Stefan Stortecky, Samuel Horr, Orestis Pappas, Ripal Gandhi, Keith Pereira, Jay Giri, Sameer Khandhar, Khawaja Afzal Ammar, David Lasorda, Brian Stegman, Lucas Busch, David Dexter, Ezana Azene, Nikhil Daga, Fakhir Elmasri, Chandra Kunavarapu, Mark Rea, Joseph Rossi, Joseph Campbell, Jonathan Lindquist, Adam Raskin, Jason Smith, Thomas Tamlyn, Gabriel Hernandez, Parth Rali, Torrey Schmidt, Jeffrey Bruckel, Juan Camacho, Jun Li, Samy Selim, Catalin Toma, Sukhdeep Singh Basra, Brian Bergmark, Bhavraj Khalsa, David Zlotnick, Jordan Castle, David O'Connor, C. Michael Gibson

Department of Radiology Faculty Papers

BACKGROUND: There are a lack of randomized controlled trial data comparing outcomes of different catheter-based interventions for intermediate-risk pulmonary embolism.

METHODS: PEERLESS is a prospective, multicenter, randomized controlled trial that enrolled 550 patients with intermediate-risk pulmonary embolism with right ventricular dilatation and additional clinical risk factors randomized 1:1 to treatment with large-bore mechanical thrombectomy (LBMT) or catheter-directed thrombolysis (CDT). The primary end point was a hierarchal win ratio composite of the following (assessed at the sooner of hospital discharge or 7 days after the procedure): (1) all-cause mortality, (2) intracranial hemorrhage, (3) major bleeding, (4) clinical deterioration and/or escalation to …

Spontaneous Cervical And Mediastinal Hematoma Due To Rupture Of Inferior Thyroid Artery, Takayuki Yamada, Satoru Yanagaki, Nozomi Satani, Yuriko Kagaya, Tomoni Sato, Tomonori Matsuura, Teruyuki Sato, Naoya Noguchi, Nobuo Ohta

Faculty, Staff and Student Publications

A 62-year-old man was referred to our hospital presenting with a sore throat, dyspnea, and cervical swelling. Initial precontrast CT scans revealed a cervical and mediastinal hematoma, along with a hemothorax. Further dynamic contrast-enhanced CT scans indicated contrast media extravasation dorsal to the right thyroid gland lobe, suggesting a rupture of the right inferior thyroid artery or a parathyroid adenoma. Following endotracheal intubation, angiography confirmed extravasation from the right inferior thyroid artery. Transarterial embolization (TAE) was successfully performed using a gelatin sponge. The cervical and mediastinal hematoma were surgically excised, and the right inferior parathyroid gland was simultaneously resected. Pathological …

Case Studies In Heritable Vascular Disease: Proceedings Of The Uthealth Houston Multidisciplinary Aortic Conference, Milan Jaiswal, Lucas Ribe, Rana O Afifi, Yuki Ikeno, Alana C Cecchi, Bihong Zhao, Akiko Tanaka, Gustavo S Oderich, L Maximilian Buja, Dianna M Milewicz, Siddharth K Prakash, Anthony L Estrera

Faculty, Staff and Student Publications

Heritable thoracic aortic disease is caused by dominantly inherited mutations in more than a dozen genes, including TGFB2 mutations that cause Loeys-Dietz syndrome. McGovern Medical School at UTHealth Houston convenes a regular conference that includes cardiothoracic and vascular surgeons, cardiologists, geneticists, radiologists, and pathologists to formulate multidisciplinary approaches for the management of complex heritable thoracic aortic disease cases. In this report, we highlight the unique management of individuals with distinct presentations of Loeys-Dietz syndrome owing to TGFB2 mutations.

Diagnostic Performance Of Contrast-Enhanced Ultrasound In Traumatic Solid Organ Injuries In Children: A Systematic Review And Meta-Analysis, Payam Jannatdoust, Parya Valizadeh, Amir Hassankhani, Melika Amoukhteh, Delaram J Ghadimi, Mahsa Heidari-Foroozan, Paniz Sabeghi, Paniz Adli, Jennifer H Johnston, Pauravi S Vasavada, Ali Gholamrezanezhad

Faculty, Staff and Student Publications

Background: Blunt abdominal trauma (BAT) is a significant contributor to pediatric mortality, often causing liver and spleen injuries. Contrast-enhanced computed tomography (CT), the gold standard for diagnosing solid organ injury, poses radiation risks to children. Contrast-enhanced ultrasound (CEUS) may be a promising alternative imaging modality.

Objectives: To evaluate the diagnostic utility of CEUS for detecting solid organ injuries following BAT in the pediatric population.

Methods: A systematic review and meta-analysis were conducted through a thorough literature search in PubMed, Scopus, Web of Science, and Embase databases up to October 1, 2023. Diagnostic accuracy metrics were aggregated using a bivariate model, …

Wearable Penile Devices: The Techring, Gal Saffati, Daniela Orozco Rendon, Riley Daily, Mohit Khera, John P Mulhall

Faculty, Staff and Students Publications

The integration of wearable technology into healthcare has transformed patient monitoring, particularly in urology. Wearable penile devices (WPDs), such as the FirmTech TechRing, offer real-time data on erectile function, providing critical insights into nocturnal penile tumescence (NPT) patterns that can indicate underlying health issues. This piece highlights the potential of the FirmTech TechRing, a WPD, to advance erectile function monitoring by providing real-time data on NPT and intra-coital activity. It explores its promise in detecting early dysfunction, assessing cardiovascular risk, and enhancing proactive health management. By measuring parameters like firmness, girth expansion, and the frequency of erections, the TechRing enables …

Cross-Platform Analysis Of Mammography Narratives: A Comparative Study On Social Media Engagement, Thomas Stirrat, Jonathan Garner, Parth Tailor, Daniel Weitz, Muhammad Umair, Yusuf T. Akpolat

Journal of Patient-Centered Research and Reviews

Purpose: This study examines the representation of mammography on social media platforms, specifically, X (Twitter), Facebook, TikTok, and Instagram, from 2006 to 2023. X (Twitter) went public in 2006, Facebook in 2004, Instagram in 2012, and TikTok in 2018 (after merging with Musical.ly). The analysis starts from after the public launch years to analyze personal experiences shared online.

Methods: A retrospective content analysis was conducted on 1,771 posts using specific hashtags related to mammography. Posts were categorized into themes including emotional and psychological impacts, clinical and procedural details, and social and supportive interactions. The analysis involved summarizing the distribution of …

The Impacts Of Artificial Intelligence In Radiology, Misty Farmer, Wendy Trzyna

Theses, Dissertations and Capstones

Introduction: There has been significant growth in the use of Artificial Intelligence (AI) in the healthcare industry, especially in Medical Imaging. Radiology has been the clear frontrunner in the adoption of AI in medicine, due in part to the massive amount of digital data available for use in Deep Learning (DL) AI integration has the potential to solve multiple challenges in radiology, address workload issues and transform the field.

Purpose of the Study: The purpose of the research was to evaluate the impact of implementing Artificial Intelligence in radiology to determine if these technologies have had an impact …