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Articles 1 - 30 of 566
Full-Text Articles in Medical Specialties
Practical Implementation Of An Osteoarthritis Treatment Program In A Radiation Oncology Center Within Md Anderson’S Cancer Network, Aaron Shaykevich, Adam Grippin, Warren Floyd, Brady Cripe, Alexander Augustyn, Shalin Shah, Samantha Buszek
Practical Implementation Of An Osteoarthritis Treatment Program In A Radiation Oncology Center Within Md Anderson’S Cancer Network, Aaron Shaykevich, Adam Grippin, Warren Floyd, Brady Cripe, Alexander Augustyn, Shalin Shah, Samantha Buszek
Advances in Cancer Education and Quality Improvement
Background: Low-dose radiation therapy (LDRT) for symptomatic osteoarthritis (OA) can add to the workload of radiation oncology services, particularly in small centers with limited capacity and staff. After we launched an OA LDRT program in December 2024, referrals grew rapidly at our rural, single-linac radiation oncology practice at UT MD Anderson’s Cancer Network Partner site (Community Health Network in Indianapolis, IN), leading to long wait times and workflow strain.
Methods: We used load leveling to reserve capacity for cancer care and make OA scheduling predictable. Five 15-minute benign consult slots were set aside each week. Patients then went on a …
The Commercialization Of Wellness: Gray Market Peptides & Cancer, Bryan M. Burt
The Commercialization Of Wellness: Gray Market Peptides & Cancer, Bryan M. Burt
Advances in Cancer Education and Quality Improvement
No abstract provided.
From Burnout To Belonging: A Faculty Well-Being Director's Perspective On Leadership, Workplace Culture, Organizational Efficiency, And The Broader Role Of Physician Well-Being, Ajit K. Bisen
Advances in Cancer Education and Quality Improvement
Burnout remains a major challenge in health care, despite increasing investments in physician well-being initiatives. As the faculty well-being director for my department, my perspective on physician well-being has shifted from focusing primarily on individual resilience, mindfulness, and wellness initiatives to recognizing the important roles of leadership, workplace culture, and organizational efficiency. Physician well-being is an essential foundation for high-quality patient care, stronger teams, patient safety, quality improvement, and healthier organizations. Here, I discuss the 3 key shifts in thinking that have influenced my approach as faculty well-being director.
Life After Death, Mridula Nadamuni
Life After Death, Mridula Nadamuni
Advances in Cancer Education and Quality Improvement
This poem explores the reflections of a physician following a poignant interaction with a patient, as each confronts the reality that time on Earth is limited.
Towards Upstate Well Center: Lessons Learned In Organizational Well-Being Over The Last Decade, Nayla M. Khoury, Asalim Thabet, Kerryanna M. Elhage, Jarrod L. Bagatell, Kaushal Nanavati, Leslie J. Kohman
Towards Upstate Well Center: Lessons Learned In Organizational Well-Being Over The Last Decade, Nayla M. Khoury, Asalim Thabet, Kerryanna M. Elhage, Jarrod L. Bagatell, Kaushal Nanavati, Leslie J. Kohman
Advances in Cancer Education and Quality Improvement
Background: Upstate Well has evolved over more than 10 years through the integration of multiple partners, programs, and initiatives. The scope and complexity have increased alongside stronger relationships, shared ownership, and supportive infrastructure.
Methods: This report analyzes implementation lessons learned through program development and impact assessment over 5 years.
Results: Upstate has a growing number of wellness champions across the institution, collaboration among multiple wellness programs, and lessons learned from select programs. Themes include (1) supportive infrastructure, including new full-time equivalent positions to support Upstate Well; (2) active collaboration between stakeholders, and appointed wellness champions in each department; (3) improved …
From Career Alignment To Action: Strengthening Academic Mentoring Through Structured Reflection, Fanni Farago, Julie Izzo, Courtney L. Holladay, Diane C. Bodurka, Michelle Hildebrandt, Suezen Salinas
From Career Alignment To Action: Strengthening Academic Mentoring Through Structured Reflection, Fanni Farago, Julie Izzo, Courtney L. Holladay, Diane C. Bodurka, Michelle Hildebrandt, Suezen Salinas
Advances in Cancer Education and Quality Improvement
Background: As faculty roles and responsibilities become increasingly complex and demanding in contemporary academic medicine, fostering and sustaining faculty well-being has emerged as a critical organizational priority. In response to this need, this brief report describes early insights from the first year of implementation of the Academic Mentoring Program (AMP), a formal and expanding faculty mentoring initiative at UT MD Anderson. Our findings highlight the potential value of incorporating a structured career development assessment (CDA) tool into the mentee intake and engagement effort, evaluating development alignment, professional activities, and organizational expectations.
Methods: We conducted descriptive statistical analysis and qualitative thematic …
Pebbles In The Shoe: A Multidisciplinary Program To Identify And Resolve Workplace Inefficiencies In A Pediatric Oncology Division, Reeja Raj, Kate Gazouleas, Pavilia Francis, Nancy Gordon, Vidya Gopalakrishnan, Amy Heaton, Ishwaria Subbiah, Priti Tewari, Harjeet Singh, Aaron Walton, Shehla Razvi, Martha Askins, Lisa Triche, Karen Moody
Pebbles In The Shoe: A Multidisciplinary Program To Identify And Resolve Workplace Inefficiencies In A Pediatric Oncology Division, Reeja Raj, Kate Gazouleas, Pavilia Francis, Nancy Gordon, Vidya Gopalakrishnan, Amy Heaton, Ishwaria Subbiah, Priti Tewari, Harjeet Singh, Aaron Walton, Shehla Razvi, Martha Askins, Lisa Triche, Karen Moody
Advances in Cancer Education and Quality Improvement
Introduction: Occupational burnout is a significant concern among pediatric oncology faculty and multidisciplinary staff, characterized by emotional depletion, detachment from work, or a diminished sense of professional achievement. Inefficient work processes can be important contributors to burnout. This report describes the implementation and outcomes of Pebbles in the Shoe (also referred to as Pebbles), a pediatric division–wide initiative designed to address workplace concerns and inefficiencies.
Methods: The Pebbles program was developed and led by our pediatric division's wellness task force. Division members were invited to anonymously submit work-related concerns and irritations through a QR code–accessible electronic form. Five discipline-based work …
Aligning Trainee Leave Policies Across Surgical Fellowships: Development Of A Division-Wide Framework For Leave And Program Completion, Helen M. Johnson, Mara B. Antonoff, Kelly K. Bree, Maxwell G. Lewis, Heather A. Lillemoe, Margaret S. Roubaud
Aligning Trainee Leave Policies Across Surgical Fellowships: Development Of A Division-Wide Framework For Leave And Program Completion, Helen M. Johnson, Mara B. Antonoff, Kelly K. Bree, Maxwell G. Lewis, Heather A. Lillemoe, Margaret S. Roubaud
Advances in Cancer Education and Quality Improvement
Background: Surgical fellows and program leaders face difficulties navigating parental, caregiver, medical, and personal leave due to variation in policies. A Division of Surgery (DoS) Trainee Leave and Parental Support Task Force was convened at The University of Texas MD Anderson Cancer Center to review existing requirements and develop a harmonized framework for trainee leave and fellowship program completion.
Methods: The Task Force conducted a comprehensive review of policies relevant to surgical fellow leave and graduation requirements, identified best practices, and drafted a DoS policy. The policy was refined iteratively through engagement with key stakeholders, including program directors, department chairs, …
Creating A Culture Of Well-Being By Removing Barriers To Participation In A Multi-Campus Cancer Center, Adam Siegman, Miranda M. Phillips, Jennifer Bickel
Creating A Culture Of Well-Being By Removing Barriers To Participation In A Multi-Campus Cancer Center, Adam Siegman, Miranda M. Phillips, Jennifer Bickel
Advances in Cancer Education and Quality Improvement
Background: Healthcare professionals in geographically distributed cancer care settings may face barriers to accessing workforce well-being resources due to geographic distance, staffing constraints, and operational demands. Disconnect & Refresh was developed to improve access to restorative wellness opportunities across community-based cancer care sites.
Methods: Disconnect & Refresh was implemented at The University of Texas MD Anderson Cancer Center across 4 Houston area locations. The initiative included BeWell Paws, virtual reality meditation, chair yoga, and creative wellness activities delivered during the workday. Participation was voluntary and tracked through employee badge scans. Participants were invited to complete an anonymous post-event survey, and …
Faculty Growth Through Academic Career Development Committees, China Crowder, Rebekah Filson, Elizabeth Grubbs, Carin Hagberg, Anne Tsao
Faculty Growth Through Academic Career Development Committees, China Crowder, Rebekah Filson, Elizabeth Grubbs, Carin Hagberg, Anne Tsao
Advances in Cancer Education and Quality Improvement
Academic medical centers face ongoing challenges in providing structured, career -stage-–specific faculty development, mentorship, and leadership opportunities that effectively engage faculty throughout their academic careers. The Academic Career Development Committees at The University of Texas MD Anderson Cancer Center represent a structured, faculty-driven model designed to promote professional growth, mentorship, and leadership engagement across all career stages. Grounded in established principles of faculty development and mentorship in academic medicine, the Academic Career Development Committees foster cross-level collaboration, inclusive participation, and intentional skill-building. Outcomes were measured through participant evaluations, attendance and participation trends, mentorship engagement indicators, and qualitative feedback gathered from …
Leadforward: A Department-Based Leadership Development Program To Support Workforce Well-Being, Leisa A. Bryant, Denise Marshall, Loreal Williams, Miranda M. Phillips
Leadforward: A Department-Based Leadership Development Program To Support Workforce Well-Being, Leisa A. Bryant, Denise Marshall, Loreal Williams, Miranda M. Phillips
Advances in Cancer Education and Quality Improvement
Introduction: Leadership development is increasingly recognized as an important strategy for supporting workforce engagement, professional growth, and succession planning in healthcare settings. To address leadership development needs within Food, Nutrition, and Patient Transportation (FNPT) departments, a structured leadership development program, LeadForward, was developed for emerging and midlevel leaders.
Project Description: LeadForward was implemented within the FNPT departments at a comprehensive cancer center. Ten participants completed the inaugural cohort. The curriculum was organized into 6 instructional modules designed to develop leadership competencies among emerging and midlevel leaders. Leadership outcomes were assessed using pre- and postprogram self-assessments across 14 leadership competency …
Standardized Preprocedure Protocolling Of Stereotactic Breast Biopsies Enables Device-Level Supply Chain Forecasting: A Multisite Quality Improvement Analysis, Megan Kalambo, Mike Everding, Maria Montemayor, Falguni Patel, Mohit Nath
Standardized Preprocedure Protocolling Of Stereotactic Breast Biopsies Enables Device-Level Supply Chain Forecasting: A Multisite Quality Improvement Analysis, Megan Kalambo, Mike Everding, Maria Montemayor, Falguni Patel, Mohit Nath
Advances in Cancer Education and Quality Improvement
Background: Breast imaging depends on single-use, vendor-proprietary consumables produced by a concentrated set of manufacturers. During supply shortages in 2026, healthcare organizations faced urgent pressure to shift from reactive to proactive inventory management. Stereotactic breast biopsy needle shortages revealed that traditional forecasting based on procedure volume lacks the granularity needed for device-specific demand. We aimed to enable device-level forecasting through standardized preprocedure protocolling.
Methods: In a retrospective analysis of 1,456 stereotactic biopsies across 4 breast imaging sites (June 2025 to June 2026), compliance with a standardized electronic protocolling tool that captured lesion count and needle size (standard vs. petite) was …
Critical Daily Dose Warning Optimization In An Electronic Health Record At A Tertiary Cancer Center, Mckenzie Erwin, Sadika Eslaminejad, David Perez, Jesni Mathew
Critical Daily Dose Warning Optimization In An Electronic Health Record At A Tertiary Cancer Center, Mckenzie Erwin, Sadika Eslaminejad, David Perez, Jesni Mathew
Advances in Cancer Education and Quality Improvement
Objectives: Clinical decision support is a form of health information technology utilized by electronic health records (EHRs) to reduce prescribing errors. The challenge of incorporating clinical decision support into medication workflows is balancing alert fatigue with clinical appropriateness. At our 777-bed tertiary cancer center, one form of interruptive clinical decision support is critical dose warnings that appear when the ordered dose deviates by a defined threshold from the maximum dose. Our tertiary cancer center relies on a third-party data vendor to provide maximum dose limits that are integrated into the EHR medication ordering process. At the time of project initiation, …
Implementation Of A Low-Cost Tobacco-Free Intervention In A Permanent Supportive Housing Program To Address Cancer Disparities Among People Who Have Experienced Homelessness, Ammar D. Siddiqi, Phoebe Wong, Cathy Crouch, Lorraine R. Reitzel
Implementation Of A Low-Cost Tobacco-Free Intervention In A Permanent Supportive Housing Program To Address Cancer Disparities Among People Who Have Experienced Homelessness, Ammar D. Siddiqi, Phoebe Wong, Cathy Crouch, Lorraine R. Reitzel
Advances in Cancer Education and Quality Improvement
Objectives: Permanent supportive housing residents who have experienced homelessness use tobacco products at elevated rates, contributing to higher cancer risk. Agencies that provide wraparound support services to this group are committed to rebuilding their stability by improving their health. Yet, their delivery of tobacco screening and cessation care is limited, as is information about their clients’ tobacco use behaviors. Here, we evaluated a low-cost intervention for an Albert Schweitzer Fellowship project conducted in a permanent supportive housing program with 650 adults who had experienced homelessness in Houston, Texas.
Materials and Methods: Between August 2024 and February 2025, client-facing staff members …
Evaluation Of Shortened Irinotecan Infusion Times And Adverse Effects Incidence For Gastrointestinal Medical Oncology Patients, Rachel N. Ochs, Daniel J. Donovan, Neha A. Betrabet, Wendy M. Covert
Evaluation Of Shortened Irinotecan Infusion Times And Adverse Effects Incidence For Gastrointestinal Medical Oncology Patients, Rachel N. Ochs, Daniel J. Donovan, Neha A. Betrabet, Wendy M. Covert
Advances in Cancer Education and Quality Improvement
Background: Irinotecan, a topoisomerase I inhibitor, is commonly used to treat gastrointestinal cancers. The infusion time of irinotecan is usually over 90 minutes; however, studies support the safety and feasibility of 30-minute infusions. A shortened infusion duration may improve patient quality of life, optimize infusion chair utilization, and reduce wait times. Faster infusion rates may increase the risk of acute cholinergic side effects, reported in up to 50% of patients (all grades). Current institutional practice in the gastrointestinal medical oncology (GIMO) clinic involves administering irinotecan over 90 minutes and using atropine as needed for reversing cholinergic symptoms. For patients who …
Unlocking Faculty Potential: A Quasi-Experimental Study Of Coaching And Academic Performance In Health Care Settings, Amanda Woods Herron, Katelyn J. Cavanaugh, Michelle Figliuolo Deveau, Courtney L. Holladay
Unlocking Faculty Potential: A Quasi-Experimental Study Of Coaching And Academic Performance In Health Care Settings, Amanda Woods Herron, Katelyn J. Cavanaugh, Michelle Figliuolo Deveau, Courtney L. Holladay
Advances in Cancer Education and Quality Improvement
As faculty in academic medicine face mounting demands to excel in clinical care, research, teaching, and administrative responsibilities, interventions that support professional sustainability are increasingly critical. Coaching has emerged as a promising developmental strategy within health care leadership, yet its impact on research and clinical outcomes in academic medical centers remains underexplored. This quasi-experimental study evaluated the effectiveness of a coaching program using intentional change theory (ICT) as a conceptual framework. ICT emphasizes sustainable personal transformation through alignment between the ideal self and professional goals. We examined a sample of 189 coached clinical faculty and 200 matched peers who had …
Why Should A Data-Driven Cancer Center Prioritize Well-Being?, Peter Pisters
Why Should A Data-Driven Cancer Center Prioritize Well-Being?, Peter Pisters
Advances in Cancer Education and Quality Improvement
No abstract provided.
The Future Of Wellness In Health Care, Jennifer Bickel
The Future Of Wellness In Health Care, Jennifer Bickel
Advances in Cancer Education and Quality Improvement
No abstract provided.
Fast Mr Imaging: Reducing Sedation And Improving Patient Experience, Hajir Aljumaily
Fast Mr Imaging: Reducing Sedation And Improving Patient Experience, Hajir Aljumaily
Radiologic Sciences
Purpose To examine the impact of fast magnetic resonance (MR) protocols on sedation requirements, patient tolerance, workflow efficiency, and diagnostic accuracy in musculoskeletal and brain imaging.
Method An integrative literature review was conducted using PubMed, CINAHL, and Google Scholar to identify peer-reviewed, original research articles published between 2019 and 2026. Studies were selected for relevance, human subjects, and outcomes related to sedation, patient experience, or diagnostic effectiveness.
Results Fast MR protocols were consistently associated with reduced sedation use, improved patient comfort, and increased exam completion rates. Workflow efficiency improved due to shorter scan times. Although minor reductions in image quality …
Ai Integration In Radiotherapy Workflows: Emerging Trends And Best Practices, Vi T. Dinh
Ai Integration In Radiotherapy Workflows: Emerging Trends And Best Practices, Vi T. Dinh
Radiologic Sciences
Purpose To synthesize current evidence on artificial intelligence (AI) integration in radiotherapy workflows, identify emerging application trends, and examine best practices for clinical implementation.
Method A structured literature review was conducted using PubMed, Scopus, and Google Scholar to identify peer-reviewed studies published between 2015 and 2025. Eligible studies evaluated AI applications in radiotherapy workflows, including segmentation, treatment planning, and clinical decision-making. Findings were synthesized using thematic analysis.
Results Three primary themes emerged: (a) AI-based segmentation improved contouring efficiency and reduced interobserver variability; (b) AI-assisted treatment planning enhanced dose prediction consistency and workflow reproducibility; and (c) workflow integration supported clinical decision-making …
Disengagement And Reconnection: Investigating The Role Of Purpose And Identity Seeking Across Career Stages In Healthcare, Charmel Renee Jeffery
Disengagement And Reconnection: Investigating The Role Of Purpose And Identity Seeking Across Career Stages In Healthcare, Charmel Renee Jeffery
Radiologic Sciences
Purpose To examine the generational purpose gap in healthcare by identifying the psychological and environmental factors underlying early-career disengagement and late-career reconnection.
Method An integrative literature review was conducted using four academic databases. An artificial intelligence (AI)-assisted thematic synthesis was applied to extract and organize findings within a standardized analytic matrix. To ensure accuracy and rigor, all AI-generated outputs were validated against the original source data.
Results Two primary themes emerged. Early-career healthcare workers commonly experienced disengagement associated with destiny beliefs, while later-career professionals demonstrated renewed purpose and resilience despite ongoing stressors.
Discussion The findings revealed a pronounced generational divide …
Ai-Driven Multi-Modal Mr For Precision Oncology, Maneet K. Marwaha
Ai-Driven Multi-Modal Mr For Precision Oncology, Maneet K. Marwaha
Radiologic Sciences
Purpose To examine the role of artificial intelligence (AI) in multiparametric magnetic resonance (MR) imaging for precision oncology, with a focus on automated tumor segmentation, treatment response prediction, and workflow efficiency.
Method A literature review was conducted to examine current evidence on AI applications in multiparametric MR imaging for oncology. Studies evaluating deep learning models for tumor segmentation, longitudinal imaging analysis, and treatment response prediction were synthesized using a thematic analysis approach.
Results Three primary themes emerged: (a) AI-driven tumor segmentation improved accuracy, reproducibility, and efficiency across multiparametric MR sequences; (b) deep learning models enhanced prediction of treatment response through …
Mr-Linac Technology, Katherine Orellana
Mr-Linac Technology, Katherine Orellana
Radiologic Sciences
Purpose To examine the clinical advantages of magnetic resonance-guided linear accelerator (MR-Linac) technology in radiation therapy, with a focus on treatment accuracy, adaptive planning, and patient outcomes.
Method A literature review was conducted using peer-reviewed articles identified through The University of Texas MD Anderson Cancer Center Research Medical Library. Studies published between 2022 and 2026 were included if they addressed the clinical advantages of MR-Linac technology. Findings were synthesized using thematic analysis.
Results Three primary themes emerged: (a) superior soft-tissue visualization improved tumor delineation and treatment accuracy; (b) daily adaptive treatment planning and real-time tumor tracking enhanced precision by accounting …
Impact Of Music On Patient Comfort During Mr Scans: A Literature Review, He Yan
Impact Of Music On Patient Comfort During Mr Scans: A Literature Review, He Yan
Radiologic Sciences
Purpose To investigate the influence of auditory stimuli on patient comfort levels during magnetic resonance (MR) imaging, with particular emphasis on indicators of distress, duration of patient positioning, and utilization of emergency signaling devices.
Method An integrative literature review was undertaken utilizing peer-reviewed research articles sourced from journals within the fields of radiology, music therapy, and clinical practice. A comprehensive search was conducted across databases such as PubMed, ScienceDirect, SpringerLink, and Oxford Academic employing keywords including MR anxiety, music therapy, and patient comfort.
Results The body of literature consistently indicated that auditory stimuli significantly mitigate patient anxiety and distress in …
Enhancing Cancer Diagnosis And Treatment Planning Through Multi-Modal Imaging Techniques: A Literature Review, Ngan Kim Le
Enhancing Cancer Diagnosis And Treatment Planning Through Multi-Modal Imaging Techniques: A Literature Review, Ngan Kim Le
Radiologic Sciences
Purpose To examine how combining magnetic resonance (MR), computed tomography (CT), and positron emission tomography (PET) enhances clinical outcomes in complex or metastatic cancers, focusing on diagnostic performance, staging accuracy, and effects on treatment decisions.
Method Data were extracted and analyzed using a thematic synthesis approach for this literature review. Key variables included study design, sample size, cancer type, imaging modalities used, and reported diagnostic outcomes such as sensitivity, specificity, and accuracy.
Results The integration of multiple imaging modalities enhanced diagnostic performance, improved differentiation between tumor recurrence and posttreatment changes, and increased detection of occult metastatic disease. Advanced imaging approaches, …
Ai-Enhanced Ct Reconstruction: Effects On Image Quality Across Dose Levels And Implications For Radiation Dose Optimization: A Systematic Review, Matthew R. Alberto
Ai-Enhanced Ct Reconstruction: Effects On Image Quality Across Dose Levels And Implications For Radiation Dose Optimization: A Systematic Review, Matthew R. Alberto
Radiologic Sciences
Purpose To evaluate how deep learning image reconstruction (DLIR) affects diagnostic image quality and noise characteristics at different radiation dose levels and how it influences dose optimization compared with conventional reconstruction methods.
Method A systematic review was conducted using major databases for studies published between 2020 and 2026. Eligible studies assessed DLIR across multiple dose levels, reported radiation dose, included quantitative image quality metrics, and compared DLIR with filtered back projection or iterative reconstruction.
Results Thirty‑seven studies met criteria, and 15 were synthesized. Three themes emerged: (a) DLIR reduced noise by 15–82% and often improved signal-to-noise and contrast-to-noise ratios while …
Reducing Mr Acquisition Times Using Artificial Intelligence: A Systematic Review, Fatin M. Arief
Reducing Mr Acquisition Times Using Artificial Intelligence: A Systematic Review, Fatin M. Arief
Radiologic Sciences
Purpose To synthesize existing evidence on artificial intelligence (AI) applications for reducing magnetic resonance (MR) imaging acquisition time, evaluate their impact on image quality, and identify challenges in clinical implementation.
Method A systematic literature review was conducted using PubMed, CINAHL, and Scopus including peer reviewed, English-language articles published between 2020 and 2026. Both qualitative and quantitative primary research were eligible and had to be on AI use in MR processes. Findings were analyzed through thematic synthesis, and the quality of each study was appraised using relevant critical appraisal tools.
Results Three major themes emerged: AI methods in MR procedures, perceived …
Impact Of Mr-Linac Technology On Prostate Cancer Treatment Outcomes, Anhdiep P. Tran
Impact Of Mr-Linac Technology On Prostate Cancer Treatment Outcomes, Anhdiep P. Tran
Radiologic Sciences
Purpose To evaluate the impact of magnetic resonance-guided linear accelerator (MR-Linac) technology on treatment precision, clinical outcomes, and operational challenges in prostate cancer radiotherapy.
Method A systematic literature review was conducted using PubMed, Scopus, and Google Scholar to identify peer-reviewed studies published between 2018 and 2026. Eligible studies evaluated MR-Linac technology for prostate cancer and reported outcomes related to treatment precision, toxicity, workflow, and clinical effectiveness.
Results Three primary themes emerged: (a) improved treatment precision through superior soft tissue visualization, real-time target tracking, and adaptive radiotherapy; (b) improved clinical outcomes characterized by reduced radiation exposure to organs at risk, decreased …
Gadolinium Deposition Concerns In Magnetic Resonance Imaging, Emily Tran
Gadolinium Deposition Concerns In Magnetic Resonance Imaging, Emily Tran
Radiologic Sciences
Purpose To examine how concerns about gadolinium deposition have influenced the use of macrocyclic versus linear contrast agents in magnetic resonance (MR) practice.
Method A structured literature review was conducted using AI-assisted research tools and academic databases to identify recent peer-reviewed original research articles related to gadolinium deposition and contrast agent use patterns in MR. Only studies published between 2020 and 2026 were included.
Results Recent research confirmed that gadolinium can accumulate in human tissues following contrast-enhanced MR examinations. Multiple studies demonstrated that linear gadolinium-based contrast agents are associated with greater levels of tissue retention compared with macrocyclic agents due …
Impact Of Artificial Intelligence On The Roles And Career Trajectories Of Radiologic Technologists, Carolina Esquivel
Impact Of Artificial Intelligence On The Roles And Career Trajectories Of Radiologic Technologists, Carolina Esquivel
Radiologic Sciences
Purpose To examine how artificial intelligence (AI) is influencing the roles, responsibilities, and career trajectories of radiologic technologists by identifying emerging challenges and opportunities associated with AI integration in medical imaging.
Method A systematic literature review was conducted using PubMed and CINAHL to identify peer-reviewed studies published between 2016 and 2026. Eligible studies examined AI applications in medical imaging and their effects on workforce roles, education, collaboration, and professional practice. Findings were synthesized using thematic analysis.
Results Three primary themes emerged: (a) workflow efficiency and protocol optimization through AI-assisted imaging processes; (b) professional skill development and evolving responsibilities related to …