Medical Specialties Commons^™

Bortezomib And Vorinostat In Combination With Mitoxantrone, Dexamethasone, And Pegasparaginase During Induction And Reinduction For Infants With Acute Lymphoblastic Leukaemia: A Multicentre Single-Arm Phase 1/2 Study, Tanja A. Gruber, Sima Jeha, Rebecca J. Deyell, Victor Lewis, Bill H. Chang, Eric J. Lowe, Jamie Frediani, Catherine Vezina, Bruno Michon, Michael Richards, Erin H. Breese, Thai-Hoa Tran, Norman Lacayo, Christine Bolen, Sunil Desai, Jennifer L. Pauley, Minxuan Huang, Emily Ashcraft, Cheng Cheng, Kirk R. Schultz, Linda Stork, Krysta Schlis, Van T. Huynh, Nathan Gossai, Yoav H. Messinger, Henrique Bittencourt, Terzah M. Horton, Uma Athale, Duncan Stearns, Deborah Schiff, Paul S. Gaynon

Department of Pediatrics Faculty Publications

Background: Acute lymphoblastic leukaemia in infants remains a therapeutic challenge. In preclinical studies we previously identified bortezomib and vorinostat as active agents against KMT2A rearranged (KMT2Ar) leukaemia. The aim of this study was to determine the tolerability of incorporating bortezomib and vorinostat into an acute lymphoblastic leukaemia-chemotherapy backbone for newly diagnosed infants with acute lymphoblastic leukaemia both with and without KMT2Ar.

Methods: In this single-arm phase 1/2 study conducted at 18 hospitals in the USA and Canada, we enrolled patients aged 1 year or younger at the time of diagnosis with newly diagnosed acute lymphoblastic leukaemia or undifferentiated leukaemia (with …

Algorithmic Medicine And The Duty To Disclose: Informed Consent Through The Lens Of Radiology, Lee Rodriguez

Michigan Law Review

Informed consent is the law’s mechanism for protecting patient autonomy by requiring disclosure of facts that bear on the decision to accept or refuse care. Artificial intelligence now helps decide what is medically true for patients, yet informed consent law still assumes that diagnostic judgment is rendered by a human mind whose reasoning is at least in principle communicable. Radiology has become the leading setting for this tension. AI systems triage worklists, flag suspected abnormalities, and anchor first-pass impressions in ways that guide radiologists’ attention and, in practice, can coauthor diagnostic conclusions while remaining invisible to patients. When patients are …

Dynamic Modeling Of The Earth's Trapped Proton Environment, Xiaojing Xu, Steve R. Blattnig, Francis F. Badavi, Martha S. Clowdsley, Edward J. Semones

Physics Faculty Publications

Context: Reliable prediction of space radiation exposure is critical for safeguarding spacecraft systems and ensuring astronaut health during missions. Accurate radiation risk assessment for space mission requires advanced models of the Earth’s trapped proton environment. These models must reflect temporal variations driven by geomagnetic field evolution and solar cycle modulation. Existing static models, such as AP8 and IRENE-AP9, are not designed to fully capture these evolving conditions. Aims: This paper presents a dynamic modeling method for the prediction of trapped proton fluxes, which incorporate time-dependent variations due to geomagnetic field evolution and solar cycle fluctuations. Methods: The …

Real-Space Imaging Of The Electron-Pair Density Hole In Molecular Auger-Meitner Decay, Mats Simmermacher, Nathan Goff, Andres Moreno Carrascosa, Elke Fasshauer, Thomas Northey, Lingyu Ma, Haiwang Yong, Brian Stankus, Asami Odate, Xuan Xu, Wenping Du, Kyle Acheson, Joseph C. Cooper, Daniel Ratner, Mengning Liang, Ruaridh Forbes, Michael P. Minitti, Adam Kirrander, Peter M. Weber

Physics Faculty Publications

Electrons in matter can rearrange extremely quickly under external perturbations, underpinning subsequent structural and chemical transformations. Coulomb interactions between neighbouring electrons often shape this response, giving rise to correlated motion and strongly affecting the distribution of electrons in the system. Here we show that non-resonant hard X-ray scattering can directly access changes in the radial electron-pair density during the rapid rearrangement of core and valence electrons. We do this by studying sulfur hexafluoride molecules undergoing Auger–Meitner decay. We exploit a second-order interaction between the X-ray photons and the molecules to trigger and probe the decay dynamics with a single pulse, …

Ulcer Osteoma: The Role Of Mri In Differentiating Reactive Proliferative Periostitis From Osteomyelitis, Reza Ayoubi, Mathew Dixon

South Atlantic Division GME Research Days 2026

No abstract provided.

Cholecystocolonic Fistula: Ct Diagnosis And Confirmation On Hida Scan, Adam Webb, John T. Belflower, Brian Helmly

South Atlantic Division GME Research Days 2026

No abstract provided.

Primary Renal Lymphoma: A Rare Cause For Acute Renal Failure, Anish Sutaria, Phillip Bloodworth, Anjali Patel

South Atlantic Division GME Research Days 2026

No abstract provided.

A Pouch Of Trouble For The Pancreas: Unmasking A Case Of Lemmel Syndrome, Aravindharaj Tamilselvan, Sabari Ramesh

Manipal Journal of Medical Sciences

Lemmel syndrome is a rare cause of biliary and pancreatic obstruction arising from periampullary duodenal diverticula. We report a 72-year-old woman presenting with acute pancreatitis, biliary dilation, and a periampullary diverticulum causing distal CBD compression. Multimodality imaging, including CT and MRCP, established the diagnosis. Although ERCP was advised, the patient declined and improved with conservative management. Early recognition of this uncommon entity is essential to prevent recurrent pancreatobiliary complications.

Beyond The Ordinary: A Case Report On A Giant Choledochal Cyst, Isha Saxena, Naresh Kumar J, Pareekshith Raghupal, Santosh Rai, Jayateertha Joshi

Manipal Journal of Medical Sciences

Choledochal cysts are rare congenital abnormalities of the biliary tract (1), with an incidence of 1:1000 births in the Asian population, with a female predominance. They usually appear within the first decade of life, presenting with symptoms like abdominal pain, jaundice, and a palpable abdominal mass. Todani et al. (2) classified them into five types. Common diagnostic techniques include ultrasound, CT, MRCP and ERCP. This case report presents a 14-year-old female with a giant type 1 choledochal cyst, successfully managed with cholecystectomy and Roux-en-Y jejunostomy.

Association Between Gonial Angle And Mandibular Residual Ridge Resorption In Implant-Overdenture Patients, Pl Ranganayakidevi S Palaniappan, Norsiah Yunus, Norliza Ibrahim, Siti Fauzza Ahmad, Anitha Krishnan

Journal of Dentistry Indonesia

Objectives: The gonial angle could be one of the contributing factors for the continuous bone resorption in edentulous persons. This study aimed to examine the association between the gonial angle and RRR in edentulous patients receiving mandibular implant-supported overdenture (ISOD) and to compare different gonial angle measuring techniques. Methods: Twenty-three individuals with opposing mandibular ISOD and maxillary full dentures were recruited. The proportional area index was used to calculate the posterior RRR. Orthopantomographs (OPGs) pre- and four years post-implant insertion were compared. Comparison of the gonial angle measurements was made on 5 patients using four measurement methods: (i) Two different …

Delayed Delivery Of Antibiotics By Ultrasound-Mediated Rupture Of Polylactic Acid Pockets: In Vitro And In Vivo Studies, Selin Isguven Billmyer, Priscilla Machado, Ryan Tomlinson, Lauren J. Delaney, Ji-Bin Liu, Alexander H Harris, Eric Mclaughlin, Noreen J. Hickok, Flemming Forsberg

Department of Radiology Faculty Papers

Surgical site infections are a devastating complication of instrumented orthopaedic surgery, particularly in the spine. Bacterial biofilms, once formed on the implant surfaces, exhibit antibiotic tolerance and immune escape, which lead to treatment challenges. Up to 9% of instrumented spine surgeries result in infection, despite the use of systemic antibiotics and local, powdered antibiotics for prophylaxis. The bacteria that survive the initial prophylaxis may be susceptible to a second, high dose of antibiotic prophylaxis prior to establishing at the site. Hence, we designed a local drug delivery system consisting of polylactic acid (PLA) film pockets that can be noninvasively triggered …

First Mammography Screening Participation And Breast Cancer Incidence And Mortality, Forruk Ahmed, Anna Aleksyeyeva, Oman Balan, Ashley Hassang

Publications and Research

This population-based cohort study evaluated the long-term relationship between initial participation in mammography screening and subsequent breast cancer outcomes among approximately 432,000 women in Stockholm, Sweden. Women were invited to their first screening between 1991 and 2020 at ages 40 or 50 and followed for up to 25 years through national health registries. Overall, 32% did not attend their initial screening. Non-attenders were significantly less likely to participate in later screening rounds and were more likely to be diagnosed with advanced disease, showing 1.5-fold higher odds of stage III and more than 3.5-fold higher odds of stage IV breast cancer …

Blood-Based Clinical Markers For Early Dementia Detection: Insights From Ad-Detect-Cohort, Benard Aliwa, Jasmit Shah, Olivera Nesic Taylor,, Samuel Nguku, Juzar Hooker, Dilraj Sokhi, Sylvia Mbugua, Litha Musili, Rachel Maina, Harrison Kaleli, Levi Muyela, Anne Njoki Gitere, Anne Nyambura, Zul Merali, Karen Blackmon, Chinedu Momoh

Brain and Mind Institute

Background: Over 55 million people worldwide live with dementia, with more than60% residing in low- and middle-income countries. Alzheimer’s disease, the mostcommon form of dementia, accounts for 60–70% of cases. Early and accurate diagnosisremains a global challenge, necessitating novel approaches to mitigate the diseaseburden. Biomarkers hold significant promise in improving diagnostic accuracy andpredicting disease progression. Validated biomarkers for the preclinical stages ofdementia are crucial for advancing diagnosis and therapeutic strategies. We aimedto identify potential clinical markers for early dementia detection and assess theirpredictive accuracy in identifying high-risk individuals.

Method: We analyzed blood samples from dementia cases (n = 30) and …

Administration Of A Novel Reprogramming Formula Improves Cardiac Function And Decreases Cardiac Fibrosis In A Myocardial Infarction Model, Megumi Mathison, Saliha S Pathan, Aliya Lackan, Jianchang Yang, Tamer M A Mohamed, Todd K Rosengart

Faculty, Staff and Students Publications

Background: The reprogramming of fibroblasts into (induced) cardiomyocytes offers a direct myocardial regeneration strategy for improving postinfarction myocardial function. Compared to lower-order species, human cells are relatively resistant to such reprogramming. We previously found that p63-transactivation inhibitory domain (TID; the portion of p63 that physical interacts and interferes with its activation of the epigenetic repressor HDAC1) combined with the cardio-differentiation factors Hand2 and Myocardin (HM) enhanced rat and human cell transdifferentiation. The present study sought to determine the in vivo effects of this reprogramming strategy in a rat myocardial infarction model.

Methods: Adult male and female rats underwent left anterior …

The State Of Educational Research In Cardiothoracic Surgery: A Review Of The Literature, Amirtha Shekar, Victoria Hart, John Treffalls, Travis J Miles, Todd K Rosengart, Marc R Moon, Joseph S Coselli, Lauren M Barron, Shawn S Groth, Shanda H Blackmon, Ravi K Ghanta, Dawn S Hui, Subhasis Chatterjee

Faculty, Staff and Students Publications

Objective: Evolving training paradigms in cardiothoracic surgery (CTS) are changing the educational needs of integrated residents and traditional fellows. Educational research is important for evaluating specialty training. This study assessed CTS education articles to analyze their prevalence, content, and reach.

Methods: In a cross-sectional observational study of education articles published on North American CTS programs from January 2013 through December 2023, articles were identified by querying PubMed, other databases, and journals. Articles that passed an initial abstract review underwent full-text review. Articles were organized by content into 9 categories: curriculum, simulation, trainee assessment, program evaluation, wellness/burnout, diversity/inclusion, mentorship/career, outcomes, and …

Reconstruction Of Traumatic Carotidcavernous Fistula Using A Covered Stent, Julio Calderon, Ravi Shastri, Guhanand Venkataraman, Mohadese Ahmadzade, Mohammad Ghasemi-Rad

Faculty, Staff and Students Publications

A traumatic carotid-cavernous fistula (CCF) is a significant neurovascular condition characterized by an abnormal connection between the carotid artery and the cavernous sinus, often resulting from head trauma. This condition can lead to serious complications, necessitating effective management strategies. Endovascular treatment is the preferred approach for managing this condition. We present a case of a 23-year-old male with persistent left eye pain and redness seven months post-motor vehicle collision. Cerebral angiography confirmed a high-flow CCF with compromised intracranial flow, successfully treated with a 5 mm PK Papyrus covered stent using a novel tri-axial delivery system. This case highlights the efficacy …

Ultra-Low-Field Portable Magnetic Resonance Imaging Feasibility And Safety In Pediatric And Neonatal Extracorporeal Membrane Oxygenation: A Single-Center Year-Long Experience., Jessica S. Wallisch, Asdis Finnsdottir Wagner, John M. Daniel Iv, Allison Taber, Maura Sien, Sarah Foster, Nathan S. Artz, Timothy Zinkus, Hung-Wen Yeh, Jose A. Pineda, Patrick M. Kochanek, Sherwin S. Chan

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Despite improving outcomes, extracorporeal membrane oxygenation (ECMO) remains associated with high rates of acute brain injury, impacting survival and outcomes. Clinical imaging modalities, including computed tomography and standard-field magnetic resonance imaging (≥1.5 Tesla), have either limited early detection of ischemic-type injuries or are incompatible with ECMO, causing diagnostic delays. A Food and Drug Administration-cleared ultra-low-field portable magnetic resonance imaging (pMRI; 0.064 Tesla) has shown promise in acute brain injury detection and use with MRI-unsafe equipment, but pediatric ECMO data are limited.

METHODS: This institutional review board-approved, single-center study was conducted at a quaternary children's hospital. Neonatal and pediatric patients …

Cordmilk: Umbilical Cord Milking Versus Early Cord Clamping On Short-And Long-Term Outcomes In Neonates Who Are Non-Vigorous At Birth-Study Protocol Of A Multi-Center, Cluster-Randomized, Crossover-Controlled Trial, S. Yogeshkumar, Sunil S. Vernekar, Sangappa M. Dhaded, Kiran Talekar, Benjamin E Leiby, Rebecca Hartman, Yvonne Vaucher, Nitin Chouthai, Meenakshi Girish, Manish Jain, Shuchi Jain, Seema Parvekar, Vinita Jain, Alka Patankar, Milind Suryawanshi, Manish Tiwari, Manjushri Waikar, Nidhi Nashine, Deepali Ambike, Mahesh Asalkar, Rajesh Kulkarni, Sandhya Haribhaktha, Hemraj Narkhede, Sudha Chaudhari, Milind Kamble, Deepti Shrirame, Balchandra Falke, Seema Mehta, Asha Verma, Sunil Gothwal, Shivaprasad S. Goudar, Richard Derman, Anup Katheria, Zubair H. Aghai

Department of Radiology Faculty Papers

BACKGROUND: Facilitating placental transfusion-the transfer of blood from the placenta to the newborn-via delayed cord clamping (DCC) or umbilical cord milking (UCM) at birth has been shown to improve iron stores in healthy term infants and may positively impact long-term neurodevelopmental outcomes. Infants who are non-vigorous at birth and at risk of developing hypoxic-ischemic encephalopathy (HIE) are particularly likely to benefit from placental transfusion. This process may offer neuroprotection by enhancing cardiopulmonary transition, supporting cardiac preload, improving systemic and cerebral perfusion, delivering stem cells and neurotrophic factors, and preventing iron deficiency. While DCC is not currently recommended for non-vigorous term …

Exploring Generation Z Student Satisfaction In Radiography Programs Within A Southern State: Development And Application Of A Survey Instrument For Leadership Use, Brittany Seruntine Smith

Doctoral Dissertations

This dissertation employed a sequential exploratory mixed-methods design to examine the extent to which Generation Z students in radiography programs within a southern state perceive that their needs and expectations are being fulfilled. Additionally, the study examined how program leaders perceived and plan to utilize the survey and its findings within the cycle of continuous program improvement and accreditation readiness. A Likert-scale survey instrument was constructed by cross-referencing Generation Z’s characteristics, needs, and expectations with JRCERT standards. Items were refined through target population focus groups and validated using Lawshe’s Content Validity Ratio. The validated instrument was then administered to Generation …

Development Of A Longitudinal, Small-Group Pocus Curriculum For Internal Medicine Residents, Shah N. Mahmud Do, Ammar W. Bhatti Do, Ariq Rahman Md, Omar Al Qassab Md, Fraser Mackay Md

The Lahey Journal

Development of a Longitudinal, Small-Group POCUS Curriculum for Internal Medicine Residents

Introduction

Point-of-Care Ultrasound (POCUS) is integral for clinicians to enhance their diagnostic and procedural skills. Unlike Emergency Medicine or Anesthesia training programs, Internal Medicine programs often lack a structured and standardized curriculum. We thus developed a longitudinal and multi-pronged POCUS curriculum aimed at building trainee competency when utilizing ultrasound for diagnostic and procedural work-up.

Methods

The curriculum encompasses the following: basics of ultrasound, ultrasound-guided procedures, thoracic ultrasound/Bed Lung Ultrasound in Emergency (BLUE), and cardiac ultrasound/Focus-Assessed Transthoracic Echocardiography (FATE). These modules were integrated into the residents’ clinic blocks. We utilized …

Pathways And Challenges In The Clinical Translational Of Radiopharmaceuticals For Pediatric Investigations, Erik Stauff, Hanieh Karimi, Heidi H. Kecskemethy, Thomas H. Shaffer, Reza Vali, Lauren W. Averill, Xuyi Yue

Department of Radiology Faculty Papers

Radiopharmaceutical development and clinical translation face numerous scientific, ethical, and regulatory challenges, particularly within the pediatric population. Although molecular imaging holds significant promise for improving diagnosis and treatment across a spectrum of diseases, including pediatric-specific conditions like Kawasaki disease, autism spectrum disorders, attention-deficit/hyperactivity disorder, and neuroblastoma, the path from discovery to clinical application remains problematic. The U.S. Food and Drug Administration (FDA) provides three primary pathways-traditional Investigational New Drug (IND) applications, exploratory Investigational New Drug application (eIND), and the Radioactive Drug Research Committee (RDRC) mechanism-to facilitate clinical translation of radiotracers. However, these frameworks are not specifically tailored to pediatric needs. …

Detection Of Left Ventricular Thrombus In Newly Diagnosed Heart Failure Patients: Diagnostic Accuracy Of 2d Transthoracic Echocardiography Compared With Cardiac Mri In A Kenyan Cohort, Barbara Karau, Nadeem Kassam, Mohamed Varwani, Jeilan Mohamed, Kevin Ombati, James Orwa, Mzee Ngunga

Internal Medicine, East Africa

Background Left ventricular thrombus (LVT) is a recognized complication of severe left ventricular (LV) systolic dysfunction. While cardiac magnetic resonance (CMR) Imaging is considered the gold standard due to its high sensitivity and specificity for detecting LVT, its availability remains limited in Sub-Saharan Africa. In contrast, 2D transthoracic echocardiography (TTE) is more accessible and commonly used in clinical practice. This study aimed to determine the incidence of LVT in patients with a left ventricular ejection fraction (LVEF) of less than 35% from any etiology, and to compare the diagnostic accuracy of TTE against CMR for its detection.

Methods This prospective, …

Identifying Sex- And Gender-Specific Endocrinological, Lifestyle, Psychosocial, And Socio-Cultural Targets For Alzheimer's Disease Prevention In Africans: The Female Brain Health And Endocrine Research In Africa (Fember-Africa) Project, Chinedu Momoh, Benard Aliwa, Lukoye Atwoli, Karen Blackmon, Edna Bosire, Samuel Gitau, Harrison Kaleli, Ciru Kamanda, Linda Khakali, Rachel Maina, Peter Mativo, Sylvia Mbugua, Zul Merali, Kendi Muchungi, Anne Njogu, Douglas Nyankira, Alice Ondieki, Catherine Onyancha, Stanely Onyango, Jasmit Shah, Sheena Shah, Cynthia Smith, Dilraj Sokhi, Sheila Waa, Thomas Thesen

Brain and Mind Institute

Dementia rates are rising globally, with the burden increasing most rapidly in low- tomiddle-income countries. Despite this, research into Alzheimer’s disease and relateddementias (ADRD) among African populations remains limited, with existing modelsbased on Western cohorts that overlook sex-, gender-, and ancestry-specific factors.The Female Brain Health and Endocrine Research in Africa (FemBER-Africa) project,hosted at the Brain and Mind Institute, Aga Khan University, Kenya, will establish adeeply phenotyped cohort of 250 African individuals across the ADRD spectrum. Itwill assess sex-specific risk factors linked to ethnicity, lifestyle, and endocrinologicalvariables using fluid-based biomarkers (blood and saliva), neuroimaging (magneticresonance imaging and positron emission tomography), and …

Lymphoma Imaging In Hiv And Non-Hiv Patients: A Retrospective Cross-Sectional Study With Clinical And Pathological Correlation, Poonamjeet Loyal, Edward Chege, Jasmit Shah, Anne Mwirigi, Samuel Gitau

Imaging & Diagnostic Radiology, East Africa

Background: Patients with Human Immunodeficiency Virus (HIV)have an atypical imaging pattern of lymphoma. There is paucity of literature on differences in tumor volume or burden of disease amongst HIV positive patients compared with HIV negative patients and how this correlates with clinicopathological parameters of aggressiveness and prognosis.

Methods: This was a retrospective cross-sectional study of patients with non-Hodgkin lymphoma which were categorized into HIV positive and HIV negative. The tumor burden, disease sites, international prognostic score and Ki-67 index were recorded. Continuous variables were analyzed using the Kruskal Wallis test and categorical variables with Fisher’s Exact test.

Results …

Not All That Hurts Is Malignant: A Painful Case Of Focal Nodular Hyperplasia, Zamanali Khakhar, Abdullahi Abdigafar Yunis, Dayib Buthul, Khadija Warfa, Soraiya Manji, Rajiv Patel, Sayed Ali Raza Bukhari

Imaging & Diagnostic Radiology, East Africa

Focal nodular hyperplasia (FNH) is a benign hepatic lesion most often detected incidentally during imaging studies. While typically asymptomatic, a small subset of patients may present with abdominal pain or discomfort. Clinically and radiologically, FNH can mimic malignant liver tumors, occasionally resulting in unnecessary invasive procedures. This case report describes a 45-year-old woman with symptomatic FNH who was placed on routine imaging surveillance and managed conservatively. This case underscores the importance of accurately distinguishing this benign condition from hepatic malignancies. It further highlights the diagnostic challenges associated with achieving a definitive diagnosis.

Rapid Percutaneous Nephrostomy Stent Encrustation In Pregnancy: Navigating Your Stone Challenge, Victor M. Feldbaum, Roberto Morales, Shawn R. Ramsey, Michael L. Douso

HCA Healthcare Journal of Medicine

Background

Surgical management of kidney stones in pregnancy can be a serious problem for both mother and fetus.

Case Presentation

A 20-year-old woman with a second trimester pregnancy presented to the emergency room with renal calculi. She required surgical intervention and a left nephrostomy tube after consultation with urology. Five weeks later, her tube was solidified in place unbeknownst to her care team. She required several surgeries, dealt with encrustation remnants, infections, radiation exposure, persistent infection requiring antibiotic management, and, ultimately, an early delivery at 37 weeks.

Conclusion

At the time of writing, this was the first case to describe …

Streamlining Nuclear Theranostic Clinic Workflow, Charisma Desai, Anne Fisher

Advances in Cancer Education and Quality Improvement

Nuclear medicine clinic needs have drastically changed with the emergence of theranostics, exciting new agents in the fight against cancer. However, administering these agents is a resource-intensive task, increasing demand for physician consultation time with patients, clinic office space, and scanner time. We examined our institution’s nuclear medicine clinic workflow and interviewed the clinic’s front desk staff, technologists, nurses, managers, physicians, and patients to find sources of delays, dissatisfaction, and decreased efficiency. An Ishikawa diagram and decision matrix helped us determine the most impactful intervention with our available resources. For this cycle, we focused on the consent process. Theranostic patients …

Perfusion Assessment In Ceus Imaging For Estimating Pancreatic Cancer Response To Sonoporation-Enhanced Chemotherapy., Omri Adler, Priscilla Machado, Trang Vu, Flemming Forsberg, Odd Helge Gilja, Dan Adam

Department of Radiology Faculty Papers

Accurate assessment of perfusion in vital organs like the pancreas is crucial for monitoring various pathologies, particularly tumors and their growth. While tumor growth inhibition usually results in decreased vascularization, current techniques for non-invasive and cost-effective perfusion assessment lack sufficient vessel separability for pancreatic applications, hindering optimal treatment selection and monitoring. Ultrasound (US) imaging offers advantages like low cost, rapid acquisition, non-invasiveness, and non-ionizing radiation. However, speckle, patient-related and acquisition-related motion artifacts, and limitations in distinguishing contrast-enhanced blood vessels, particularly in single frames, pose significant challenges. This study presents a novel solution utilizing image analysis of US contrast agents (UCAs) …

Septic Arthritis And Abscess Of The Temporomandibular Joint, Frank Rizzuto, Abdul Khan, Jagan D. Gupta, Neel D. Gupta, Triet M. Do, Enrique Palacios

School of Medicine Faculty Publications

No abstract provided.

Post-Deployment Monitoring Of Ai Performance In Intracranial Hemorrhage Detection By Chatgpt, Eric Rohren, Mohadese Ahmadzade, Sofia Colella, Nina Kottler, Sriyesh Krishnan, Jason Poff, Neelesh Rastogi, Walter Wiggins, Joyce Yee, Carlos Zuluaga, Phil Ramis, Mohammad Ghasemi-Rad

Faculty, Staff and Students Publications

Rationale and objectives: To evaluate the post-deployment performance of an artificial intelligence (AI) system (Aidoc) for intracranial hemorrhage (ICH) detection and assess the utility of ChatGPT-4 Turbo for automated AI monitoring.

Materials and methods: This retrospective study evaluated 332,809 head CT examinations from 37 radiology practices across the United States (December 2023-May 2024). Of these, 13,569 cases were flagged as positive for ICH by the Aidoc AI system. A HIPAA (Health Insurance Portability and Accountability Act) -compliant version of ChatGPT-4 Turbo was used to extract data from radiology reports. Ground truth was established through radiologists' review of 200 randomly selected …