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Analytical, Diagnostic and Therapeutic Techniques and Equipment

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Articles 181 - 210 of 6208

Full-Text Articles in Medicine and Health Sciences

Vasculature Of The Anterior Abdominal Wall And Surface Anatomy Of The Liver And Stomach: Considerations For Minimal Access Surgeries In Neonates, Daniël J. Van Tonder, Natalie Keough, Martin Louis Van Niekerk, Albert Van Schoor Apr 2026

Vasculature Of The Anterior Abdominal Wall And Surface Anatomy Of The Liver And Stomach: Considerations For Minimal Access Surgeries In Neonates, Daniël J. Van Tonder, Natalie Keough, Martin Louis Van Niekerk, Albert Van Schoor

COM Scholarship

Background: Minimal access surgeries are growing more common in neonatal care, but the risk of accidental injury to abdominal wall blood vessels remains a concern. This risk is increased by limited precise anatomical data specific to neonates. Therefore, this study aimed to quantitatively map the superficial and deep blood vessels of the neonatal anterior abdominal wall concerning important surgical landmarks to develop evidence-based recommendations for safer laparoscopic port placement. Methods: Thirty formalin-fixed low-birth-weight neonatal body donations (≤4 weeks old) were dissected. An anatomical grid based on palpable landmarks—including the umbilicus, xiphoid process, and anterior superior iliac spines—was utilised to measure …


Organic Synthesis Of A Hydrazine Functionalized Ammonium Compound For Improved Capture Of Aldehyde Metabolites From Exhaled Breath, Po'iu N. Burgo Apr 2026

Organic Synthesis Of A Hydrazine Functionalized Ammonium Compound For Improved Capture Of Aldehyde Metabolites From Exhaled Breath, Po'iu N. Burgo

Undergraduate Theses

Breath analysis has emerged as a non-invasive and inexpensive way to screen for respiratory diseases. This technique involves measuring concentrations of specific metabolites found in exhaled breath that serve as a biomarkers for disease. A subclass of volatile organic compounds called α,β-Unsaturated aldehydes, products of the lipid peroxidation mechanism, are underrepresented as biomarkers of lung cancer. These have been found to have relatively increased concentrations in the exhaled breath of lung cancer patients compared to a healthy patient. One of the reasons that these metabolites have been underreported is that the techniques used to measure and characterized exhaled metabolites do …


Robust Non-Invasive Cardiac Index Prediction Via Feature Integration And Data-Augmented Neural Networks, Chih-Hao Chang, Mei-Ling Chan, Yu-Hung Fang, Po-Lin Huang, Tsung-Yi Chen, Tsun-Kuang Chi, I Elizabeth Cha, Tzong-Rong Ger, Kuo-Chen Li, Shih-Lun Chen, Liang-Hung Wang, Jia-Ching Wang, Patricia Angela R. Abu Apr 2026

Robust Non-Invasive Cardiac Index Prediction Via Feature Integration And Data-Augmented Neural Networks, Chih-Hao Chang, Mei-Ling Chan, Yu-Hung Fang, Po-Lin Huang, Tsung-Yi Chen, Tsun-Kuang Chi, I Elizabeth Cha, Tzong-Rong Ger, Kuo-Chen Li, Shih-Lun Chen, Liang-Hung Wang, Jia-Ching Wang, Patricia Angela R. Abu

Department of Information Systems & Computer Science Faculty Publications

Concurrent with the rising consumption of ultra-processed, high-calorie diets and the decline in physical activity, obesity and related cardiovascular conditions among young adults have continued to increase, becoming an important global public health concern. This study integrates non-invasive Internet of Things (IoT) sensing devices, including the TERUMO ES-P2000 blood pressure monitor (Terumo Corp., Tokyo, Japan) and the PhysioFlow PF07 Enduro cardiac hemodynamic analyzer (Manatec Biomedical, Poissy, France), with an artificial neural network (ANN) for cardiac index (CI) prediction. Through appropriate data preprocessing and model training strategies, the generalization ability and stability of the proposed CI prediction model were significantly enhanced. …


Ms-Gator: Multi-Scale Graph Attention With Topological Reasoning For Segmentation And Classification Of Prostate Cancer Based On Gleason Scores Using Histopathology Images, Sujata Patil, Mahadeva Swamy, Kavitha Sooda, Rajanikanth Vadigepalli, Khalid Nazim Abdul Sattar, Md Rafeeq Apr 2026

Ms-Gator: Multi-Scale Graph Attention With Topological Reasoning For Segmentation And Classification Of Prostate Cancer Based On Gleason Scores Using Histopathology Images, Sujata Patil, Mahadeva Swamy, Kavitha Sooda, Rajanikanth Vadigepalli, Khalid Nazim Abdul Sattar, Md Rafeeq

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Prostate cancer is one of the prevalent and potentially fatal malignancies, affecting men globally. Accurate segmentation and classification of prostate cancer in histopathology images remain challenging due to complex tissue architecture, staining variability, and high inter-observer differences in manual diagnosis. To address these challenges, this research proposes a Multi-Scale Graph Attention with Topological Reasoning (MS-GATOR) for segmentation and classification of prostate cancer based on Gleason Scores (GS). The MS-GATOR incorporates topological reasoning with hierarchical biological structures by constructing a graph-based representation among three spatial scales such as nuclei, glands, and tissues using Delaunay triangulation to capture both geometric and photometric …


Brain Delivery Of Antibody-Derived Biologicals For Alzheimer’S Disease: An Updated Narrative Review, Rachita K. Sumbria, Ruben J. Boado Apr 2026

Brain Delivery Of Antibody-Derived Biologicals For Alzheimer’S Disease: An Updated Narrative Review, Rachita K. Sumbria, Ruben J. Boado

Pharmacy Faculty Articles and Research

Antibodies directed against β-amyloid (Aβ) have been developed for the treatment of Alzheimer’s disease (AD). However, the in vivo central efficacy is reduced by the poor penetration of antibodies across the blood–brain barrier (BBB). In addition, these antibodies have been associated with adverse effects like amyloid-related imaging abnormalities. Thus, the development of new antibody-based therapies for AD with improved transport across the BBB may improve efficacy and reduce adverse effects. Antibodies targeting the BBB transferrin receptor (TfR) are able to cross the BBB through receptor-mediated transcytosis, producing a global distribution throughout the brain. Along the same line, bispecific antibodies directed …


A “Found-Down” Non-Traumatic Compartment Syndrome Of Upper Extremity Requiring Amputation, Nicholas Ray, Aileen Ebadat Apr 2026

A “Found-Down” Non-Traumatic Compartment Syndrome Of Upper Extremity Requiring Amputation, Nicholas Ray, Aileen Ebadat

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.


Bilateral Intracranial Subdural Hematoma Following Epidural Anesthesia, Eric B. Cox, Adaeza Onuoha Apr 2026

Bilateral Intracranial Subdural Hematoma Following Epidural Anesthesia, Eric B. Cox, Adaeza Onuoha

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.


Selfwrap-Assisted Arteriovenous (Save) Fistulas Study: Updates And Preliminary Safety Data, Sydney Parker, Ahmad Lambert, Shir Yelovitch, Mike Barakat, Tim Boire, Ryan Turley Apr 2026

Selfwrap-Assisted Arteriovenous (Save) Fistulas Study: Updates And Preliminary Safety Data, Sydney Parker, Ahmad Lambert, Shir Yelovitch, Mike Barakat, Tim Boire, Ryan Turley

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.


Dual Antiplatelet Therapy And Bleeding Risk In Carotid Endarterectomy, Sara Khan, Sydney Parker, Ryan Turley Apr 2026

Dual Antiplatelet Therapy And Bleeding Risk In Carotid Endarterectomy, Sara Khan, Sydney Parker, Ryan Turley

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.


Gastric Outlet Obstruction And Bowel Perforation Secondary To Ingestion Of Multiple Foreign Bodies: A Case Review, Kassidy Fix, Mark Jay Cheek Apr 2026

Gastric Outlet Obstruction And Bowel Perforation Secondary To Ingestion Of Multiple Foreign Bodies: A Case Review, Kassidy Fix, Mark Jay Cheek

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.


False Halos: A Case Of Digoxin Poisoning, Usman Nazeer, Sarita Thanedar, Jacob Sanderson, Gongkai Liu, Hitesh Gidwani Apr 2026

False Halos: A Case Of Digoxin Poisoning, Usman Nazeer, Sarita Thanedar, Jacob Sanderson, Gongkai Liu, Hitesh Gidwani

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.


Obesity As A Barrier To Living Kidney Donation: A Decade Of Donor Pre-Screening From A High-Volume Center, Courtney Evans, Nassir Thalji, Tamer Shaker, Ranjeeta Chand, Matthias Kapturczak Apr 2026

Obesity As A Barrier To Living Kidney Donation: A Decade Of Donor Pre-Screening From A High-Volume Center, Courtney Evans, Nassir Thalji, Tamer Shaker, Ranjeeta Chand, Matthias Kapturczak

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.


When A Copper Iud Crosses Boundaries: Colo-Uterine Fistula With Sepsis, Melissa Cullum, Victoria Roberts, Linda Haddox Apr 2026

When A Copper Iud Crosses Boundaries: Colo-Uterine Fistula With Sepsis, Melissa Cullum, Victoria Roberts, Linda Haddox

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.


Reducing Surgical Site Infection After Colorectal Surgery: A Multidisciplinary Review Of Process Improvement, Robin Daemmrich, Quentin Dipasquale, Deborah Klepac, Nick Mathers, Travis Holloway Apr 2026

Reducing Surgical Site Infection After Colorectal Surgery: A Multidisciplinary Review Of Process Improvement, Robin Daemmrich, Quentin Dipasquale, Deborah Klepac, Nick Mathers, Travis Holloway

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.


Diagnostic Challenges And Surgical Management Of A Cervical Ectopic Pregnancy Mimicking Cesarean Scar Implantation, Xena Morataya, Laura Reguero, Uti Essien, Stacy Sassaman, Jorge Venegas Apr 2026

Diagnostic Challenges And Surgical Management Of A Cervical Ectopic Pregnancy Mimicking Cesarean Scar Implantation, Xena Morataya, Laura Reguero, Uti Essien, Stacy Sassaman, Jorge Venegas

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.


Dermal: A Multi-Input Deep Learning Model For Improving Access To Dermatological Screening, Aubreye Freeman Apr 2026

Dermal: A Multi-Input Deep Learning Model For Improving Access To Dermatological Screening, Aubreye Freeman

ATU Scholars Symposium

According to the World Health Organization's press release on December 12, 2024, global healthcare spending is dropping significantly, leaving a large percentage of the world without proper healthcare. In an attempt to alleviate this problem, with respect to the field of dermatology, we created a deep learning model, Dermatology Enhanced by Recognition and Machine Aided Learning (DERMAL), to assist in diagnosing skin conditions. DERMAL was trained on a portion of the Google and Stanford Medicine's SCIN dataset, which has more than 10,000 images of various skin conditions. The 9 most common skin conditions of the dataset were selected as the …


The Role Of Intravascular Ultrasound Imaging In 30-Day Readmissions Among Acute St-Elevation Myocardial Infarction Patients, Britta Watson Apr 2026

The Role Of Intravascular Ultrasound Imaging In 30-Day Readmissions Among Acute St-Elevation Myocardial Infarction Patients, Britta Watson

MUSC Theses and Dissertations

Cardiovascular disease (CVD) remains one of the leading causes of death in the United States. Coronary artery disease (CAD) is the largest contributor to deaths that result from cardiovascular disease. When CAD is left untreated, it can result in an acute ST elevation myocardial infarction (STEMI). To treat coronary blockages caused by CAD, a percutaneous coronary intervention (PCI) is performed. A PCI is a non-invasive procedure that uses coronary balloons and stents to open a narrowed or blocked coronary artery and restore blood flow.

An acute ST elevation myocardial infarction (STEMI) is a major cause of early hospital readmissions. Technological …


Costs, Demographics, And Causative Agents In Patients Hospitalized For Drug Induced Liver Injury: Trends In A Large Academic Healthcare System, Megan Kozar, Yunisse Gonzalez, Dina Halegoua-De Marzio Apr 2026

Costs, Demographics, And Causative Agents In Patients Hospitalized For Drug Induced Liver Injury: Trends In A Large Academic Healthcare System, Megan Kozar, Yunisse Gonzalez, Dina Halegoua-De Marzio

Department of Medicine Faculty Papers

PURPOSE: Drug-induced liver injury (DILI) is an uncommon but potentially life-threatening condition. To date, the burden of DILI on a single, large healthcare system has not been investigated, preventing adequate resource allocation. This study aims to quantify DILI-related healthcare utilization within the Jefferson Health System (JHS) and identify case-related factors associated with high resource requirements; such information is crucial to focus efforts toward resource reduction.

PATIENTS AND METHODS: This study characterizes trends of 48 DILI cases within JHS, including demographics, payer status, causative agent, and DILI pattern. These variables were correlated with length of stay (LOS) and cost relating to …


Bridging The Gap: At For Those With Physical Or Intellectual Disability, Rebekah Nesbitt Apr 2026

Bridging The Gap: At For Those With Physical Or Intellectual Disability, Rebekah Nesbitt

The 2026 Assistive Technology for Persons with Intellectual and Physical Disabilities Conference

No abstract provided.


Challenges And Opportunities To Access Assistive Technology In The Americas Region, Yasmin Garcia Mendez Apr 2026

Challenges And Opportunities To Access Assistive Technology In The Americas Region, Yasmin Garcia Mendez

The 2026 Assistive Technology for Persons with Intellectual and Physical Disabilities Conference

No abstract provided.


Improving Anesthesia Provider Confidence In The Identification, Management, And Treatment Of Postoperative Delirium, Brittany M. Whistle, Charles Dustin Phelps Apr 2026

Improving Anesthesia Provider Confidence In The Identification, Management, And Treatment Of Postoperative Delirium, Brittany M. Whistle, Charles Dustin Phelps

Scholars Week

Purpose: Postoperative Delirium (POD) is a potentially devastating complication of anesthesia that is poorly understood by clinical staff leading to poor outcomes for surgical patients. This study is meant to determine if a focused knowledge presentation accompanied by visual aids could increase anesthesia providers confidence in identifying, diagnosing, and treating Postoperative Delirium.

Methodology: Utilizing a statistical model to analyze respondents results on a standardized test administered before and after an informational presentation with visual aids on the topic of Postoperative Delirium.

Results: Results indicated a statistically significant difference between pretest and posttest scores, with a p-value of .002, t(11) = …


Therapeutic Potential Of Bacillus Coagulans Unique Is2 Probiotic Supplementation On Early Periodontitis Patients: A Randomized Controlled Trial, Renu Gaur, Aysha Jebin A, Prabhuji M L V Apr 2026

Therapeutic Potential Of Bacillus Coagulans Unique Is2 Probiotic Supplementation On Early Periodontitis Patients: A Randomized Controlled Trial, Renu Gaur, Aysha Jebin A, Prabhuji M L V

International Arab Journal of Dentistry

Objectives: Bacillus coagulans (B. coagulans) is a probiotic commonly used for broad spectrum of systemic infections, its potential to treat oral infections, particularly periodontitis, is still being studied.The aim of the study was to evaluate the efficacy of probiotic B. coagulans as an adjunct to SRP in periodontitis patients.

Methods: Thirty systemically healthy patients with stage I/ stage II and grade A/ grade B periodontitis were selected and randomly divided into two groups. The control group received SRP along with placebo and the test group received SRP + B. coagulans probiotic chewable tablets. At baseline, one month, and three months …


A Retrospective Study On The Associations Of Clinical Measures To Mortality In Pediatric Extracorporeal Membrane Oxygenation (Ecmo) Patients, Ammar F. Chauhdri, Ryan Davis Md, Christina Shanti Md, Michelle Veenstra Md, Megan Zacarias, Samantha Carranza, Laura Sansoterra, Nimr Assaf, Christian Hudson-Bradford Md, Elika Ridelman Phd Apr 2026

A Retrospective Study On The Associations Of Clinical Measures To Mortality In Pediatric Extracorporeal Membrane Oxygenation (Ecmo) Patients, Ammar F. Chauhdri, Ryan Davis Md, Christina Shanti Md, Michelle Veenstra Md, Megan Zacarias, Samantha Carranza, Laura Sansoterra, Nimr Assaf, Christian Hudson-Bradford Md, Elika Ridelman Phd

Medical Student Research Symposium

A Retrospective Study on the Associations of Clinical Measures to Mortality in Pediatric Extracorporeal Membrane Oxygenation (ECMO) Patients

Ammar Chauhdri; Ryan Davis, MD; Christina Shanti, MD; Michelle Veenstra, MD; Megan Zacarias; Samantha Carranza; Laura Sansoterra; Nimr Assaf; Christian Hudson-Bradford, MD; Elika Ridelman, PhD

Background: Extracorporeal membrane oxygenation (ECMO) is a form of temporary cardiopulmonary support used in critically ill pediatric patients when conventional therapies fail, yet survival to discharge remains only ~50% nationwide. Prior studies have identified candidate mortality predictors and developed basic risk scores, but these models have limited accuracy and are often derived from registry-level or narrowly defined …


Effect Of Pre-Training Patients Using A Self-Directed Slideshow Presentation On Visual Field Reliability In First-Time Test Takers, Lillian M. Centlivre B.S., Derek Zahnleuter B.S., Rahul Babu B.S., Chaesik Kim, Kaitlin Ziadeh Md, Hanna Simmons Md, Vivian Rajeswaren Md, Aleskey Parker Williams Do, Jacob Im Md, Aleksey Mishulin Md, Faisal Ridha Al-Timimi Md, Hassan Tokko Apr 2026

Effect Of Pre-Training Patients Using A Self-Directed Slideshow Presentation On Visual Field Reliability In First-Time Test Takers, Lillian M. Centlivre B.S., Derek Zahnleuter B.S., Rahul Babu B.S., Chaesik Kim, Kaitlin Ziadeh Md, Hanna Simmons Md, Vivian Rajeswaren Md, Aleskey Parker Williams Do, Jacob Im Md, Aleksey Mishulin Md, Faisal Ridha Al-Timimi Md, Hassan Tokko

Medical Student Research Symposium

Title: Effect of Pre-Training Patients Using a Self-Directed Slideshow Presentation on Visual Field Reliability in First-Time Test Takers

Authors: Lillian Centlivre BS, Derek Zahnleuter BS, Rahul Babu BS, Chaesik Kim BSEE, Kaitlin Ziadeh MD, Hanna Simmons MD, Vivian Rajeswaren MD, Aleksey Parker Williams DO, Jacob Im MD, Aleksey Mishulin MD, Faisal Ridha Al-Timimi MD, Hassan Tokko MD

Background: Visual field (VF) testing is essential for detecting glaucoma, but reliability is limited by patient inexperience and poor fixation. Prior studies report VF test reliability around 59%, primarily attributed to increased fixation loss (FL). Other studies note 75.9% reliability using training videos …


Goal-Directed Perfusion Strategies And Postoperative Acute Kidney Injury: A Scoping Review, Austin Davis Apr 2026

Goal-Directed Perfusion Strategies And Postoperative Acute Kidney Injury: A Scoping Review, Austin Davis

Student Works

Background: Acute kidney injury (AKI) remains a frequent and clinically important complication following cardiopulmonary bypass (CPB). Goal-directed perfusion (GDP) strategies—most commonly targeting indexed oxygen delivery (DO₂i) and/or other hemodynamic and metabolic parameters—have been proposed to reduce renal injury by improving renal oxygenation and perfusion during CPB.

Methods: A Preferred Reporting Items for Systematic Reviews and Meta-Analyses – Scoping Review (PRISMA-ScR) compliant scoping review identified 28 adult CPB studies evaluating GDP strategies and postoperative AKI outcomes.

Results: Maintenance of indexed oxygen delivery (DO2i) above critical thresholds and minimizing hemodilution were consistently associated with reduced AKI.

Conclusion: GDP strategies centered on maintaining …


Cell-Free Mitochondrial Dna (Mtdna) Triggers Vascular Dysfunction Via Toll-Like Receptor 9 (Tlr9)-Dependent Activation Of Inflammasomes, Mohin Amin Apr 2026

Cell-Free Mitochondrial Dna (Mtdna) Triggers Vascular Dysfunction Via Toll-Like Receptor 9 (Tlr9)-Dependent Activation Of Inflammasomes, Mohin Amin

Senior Theses

Hypertension is the leading global risk factor for mortality and is closely associated with vascular inflammation and dysfunction. Damaged mitochondria release cell-free mitochondrial DNA (cf-mtDNA), which activates toll-like receptor 9 (TLR9). The binding of TLR9 to mtDNA activates the NLRP3 inflammasome pathway, promoting the release of pro-inflammatory cytokines via gasdermin D (GSDMD), therefore worsening inflammation. However, the mechanisms linking mitochondrial injury to inflammation-induced vascular dysfunction remain unclear. We hypothesize that cf-mtDNA triggers TLR9-dependent NLRP3 inflammasome activation contributing to vascular and endothelial dysfunction. To assess that, adult male C57BL/6 were exposed to 28 consecutive days of chronic unpredictable stress (CUS) or …


Postmarketing Safety Of Bimekizumab For Hidradenitis Suppurativa: An Early Pharmacovigilance Analysis Using The United States Food And Drug Administration Adverse Event Reporting System, Simona A. Alomary, Nicole J. Baker, Temitayo Ogunleye, Susan C. Taylor Apr 2026

Postmarketing Safety Of Bimekizumab For Hidradenitis Suppurativa: An Early Pharmacovigilance Analysis Using The United States Food And Drug Administration Adverse Event Reporting System, Simona A. Alomary, Nicole J. Baker, Temitayo Ogunleye, Susan C. Taylor

Student Papers, Posters & Projects

No abstract provided.


Selective Retention Of Birdshot Pellets In The Rearfoot: A Case Demonstrating Tissue Preservation And Functional Recovery, Yasim Zafar, Steven Bolton, Alexandria Armstrong, Hooman Mir Apr 2026

Selective Retention Of Birdshot Pellets In The Rearfoot: A Case Demonstrating Tissue Preservation And Functional Recovery, Yasim Zafar, Steven Bolton, Alexandria Armstrong, Hooman Mir

School of Podiatric Medicine - Student Research

Level of Evidence: III (Case Study)

Statement of Purpose: Gunshot wounds to the foot pose a unique surgical dilemma—whether to pursue aggressive foreign body removal or to preserve soft tissue integrity. This case highlights the management of a birdshot injury to the rearfoot where selective non-removal of pellets near the neurovascular bundle led to complete healing and full functional recovery. The purpose is to emphasize tissue preservation over aggressive exploration in complex ballistic foot injuries.

Case Study: A 26-year-old female sustained a birdshot gunshot wound to the right rearfoot. Multiple small entry wounds were noted on the posterior and plantar …


Differential Effects Of Veratridine And 5-Fluorouracil On Ubxn2a-Targeted Mortalin And Rictor Proteins In Patient-Derived Colorectal Cancer Cells, Kate S. Schraufnagel Apr 2026

Differential Effects Of Veratridine And 5-Fluorouracil On Ubxn2a-Targeted Mortalin And Rictor Proteins In Patient-Derived Colorectal Cancer Cells, Kate S. Schraufnagel

Honors Thesis

Colorectal cancer (CRC) is a leading cause of cancer-related mortality, particularly in patients with metastatic CRC and/or those who have developed resistance to conventional chemotherapy. There has been a significant rise in early-onset CRC (EOCRC) incidences in patients under age 50. Due to lack of screening, these patients are commonly diagnosed in the later stages where there is a lack of effective therapies. This highlights the need for targeted therapies that address the molecular drivers of tumor progression and treatment resistance. UBXN2A is a tumor suppressor protein that regulates key oncogenic pathways in CRC, including Mortalin-2 (mot-2)-mediated p53 suppression and …


Artificial Intelligence In Radiology: A Comparative Study Of Accuracy And Efficiency Across X-Ray, Ct, And Nuclear Medicine, Courtney J. Mello, Sophia D. Galvan, Britney R. Williams, Tuyen T. Thai, Phuong P. Mor, Saleha Zafar Apr 2026

Artificial Intelligence In Radiology: A Comparative Study Of Accuracy And Efficiency Across X-Ray, Ct, And Nuclear Medicine, Courtney J. Mello, Sophia D. Galvan, Britney R. Williams, Tuyen T. Thai, Phuong P. Mor, Saleha Zafar

Research Methods Poster Session 2026

Artificial intelligence (AI) is increasingly used in radiology to improve diagnostic accuracy and workflow efficiency; however, there is limited standardized research comparing its performance across imaging modalities. This study aimed to evaluate the accuracy and efficiency of AI in X-ray, computed tomography (CT), and nuclear medicine. A systematic review was conducted following PRISMA guidelines, analyzing peer-reviewed studies published between 2015 and 2025. Data were extracted on key performance metrics, including sensitivity, specificity, interpretation time, and error rates, to enable cross-modality comparison. Results demonstrated that AI achieved high diagnostic accuracy in X-ray imaging, with average sensitivity and specificity near 91% and …