Radiology Commons^™

Predicting Radiotherapy Patient Outcomes With Real-Time Clinical Data Using Mathematical Modelling, Alexander P Browning, Thomas D Lewin, Ruth E Baker, Philip K Maini, Eduardo G Moros, Jimmy Caudell, Helen M Byrne, Heiko Enderling

Faculty, Staff and Student Publications

Longitudinal tumour volume data from head-and-neck cancer patients show that tumours of comparable pre-treatment size and stage may respond very differently to the same radiotherapy fractionation protocol. Mathematical models are often proposed to predict treatment outcome in this context, and have the potential to guide clinical decision-making and inform personalised fractionation protocols. Hindering effective use of models in this context is the sparsity of clinical measurements juxtaposed with the model complexity required to produce the full range of possible patient responses. In this work, we present a compartment model of tumour volume and tumour composition, which, despite relative simplicity, is …

Non-Ketotic Hyperglycemia Unmasks Hemichorea - A Reply, Ezhilkugan Ganessane, Sasikumar Mahalingam, Selva Ganesan

Journal of Community Hospital Internal Medicine Perspectives

No abstract for this article type

Correlation Between Melphalan Chemotherapy With Longitudinal Global Strain Indices Of The Left Ventricle In Multiple Myeloma Patients: A Velocity Vector Imaging (Vvi) Echocardiography Study, Liaosadat Mirsafaee, Mohammad Dehghani Firouzabadi, Sayeh Parkhideh, Hassan Vahidnezhad, Fatemeh Dehghani Firouzabadi, Maryam Arab, David M. Yousem, Mersedeh Karvandi

Jefferson Institute of Molecular Medicine Papers and Presentations

Multiple myeloma (MM) is characterized by the neoplastic proliferation of plasma cells, leading to the production of monoclonal immunoglobulins. High-dose chemotherapy with autologous stem cell transplant has been used in the treatment of patients with MM (1). Melphalan (L-phenylalanine nitrogen mustard) is one of the most effective chemotherapeutic drugs in the treatment of MM (2). The side effects of melphalan include anemia, nausea, vomiting, allergic reactions, oral ulcers, nephrotoxicity, and arrhythmia at high doses (3). The effect of this drug on cardiac mechanics and heart damage is not well established, as previous studies have only focused on the electrocardiographic and …

Quantifying 3d Mr Fingerprinting (3d-Mrf) Reproducibility Across Subjects, Sessions, And Scanners Automatically Using Mni Atlases, Andrew Dupuis, Yong Chen, Jessie E.P. Sun, Chaitra Badve, Dan Ma, Mark A. Griswold, Rasim Boyacioglu

Researchers, Instructors, & Staff Scholarship

Purpose: Quantitative MRI techniques such as MR fingerprinting (MRF) promise more objective and comparable measurements of tissue properties at the point-of-care than weighted imaging. However, few direct cross-modal comparisons of MRF's repeatability and reproducibility versus weighted acquisitions have been performed. This work proposes a novel fully automated pipeline for quantitatively comparing cross-modal imaging performance in vivo via atlas-based sampling. Methods: We acquire whole-brain 3D-MRF, turbo spin echo, and MPRAGE sequences three times each on two scanners across 10 subjects, for a total of 60 multimodal datasets. The proposed automated registration and analysis pipeline uses linear and nonlinear registration to align …

Overcoming Resolution Attenuation During Tilted Cryo-Em Data Collection, Sriram Aiyer, Philip R Baldwin, Shi Min Tan, Zelin Shan, Juntaek Oh, Atousa Mehrani, Marianne E Bowman, Gordon Louie, Dario Oliveira Passos, Selena Đorđević-Marquardt, Mario Mietzsch, Joshua A Hull, Shuichi Hoshika, Benjamin A Barad, Danielle A Grotjahn, Robert Mckenna, Mavis Agbandje-Mckenna, Steven A Benner, Joseph A P Noel, Dong Wang, Yong Zi Tan, Dmitry Lyumkis

Faculty, Staff and Students Publications

Structural biology efforts using cryogenic electron microscopy are frequently stifled by specimens adopting "preferred orientations" on grids, leading to anisotropic map resolution and impeding structure determination. Tilting the specimen stage during data collection is a generalizable solution but has historically led to substantial resolution attenuation. Here, we develop updated data collection and image processing workflows and demonstrate, using multiple specimens, that resolution attenuation is negligible or significantly reduced across tilt angles. Reconstructions with and without the stage tilted as high as 60° are virtually indistinguishable. These strategies allowed the reconstruction to 3 Å resolution of a bacterial RNA polymerase with …

Can Vpac-Targeted Cu-67-Tp3805 Play A Theranostic Role For Prostate Cancer?: A Quest, Mathew L. Thakur

Department of Radiology Faculty Papers

Early and accurate detection of prostate cancer (PCa) together with effective treatment can save lives. Despite the recent advances in its treatment, the mortality trends due to PCa, in the USA, continue to be alarming with annual increase of 3%. In this brief communication, we propose a novel approach to treat PCa, its metastasis and recurrence. This is guided by a large quantity of preliminary data driven by targeting an endogenous genetic product, VPAC, expressed in high density on the cell surface at the onset of genetic mutation that ignites the cancerous transformation. A large body of preclinical and clinical …

Treatment And Diagnosis Of Pulmonary Emboli In Ct, Jacob Gardner

Student Research Poster Presentations 2024

This research project elaborates on the diagnosis and treatment of pulmonary emboli, and how computed tomography can provide a quick and accurate diagnosis. Statistics, symptoms, computed tomography pulmonary angiography protocol, and pulmonary emboli radiographic appearance are also discussed to provide information on how a diagnosis is achieved and which treatment is used. Pulmonary emboli are a life-threatening condition that, if untreated, can potentially be fatal. Pulmonary emboli are the third most frequently occurring cause of cardiovascular death behind a stroke and myocardial infarction. Deaths in the United States from pulmonary emboli are approximately 300,000 deaths per year. In addition, 5-10% …

The Measure Of Efficiency And Effectiveness When Using Artificial Intelligence (Ai) In Radiology, Jordan Watts

Theses, Dissertations and Capstones

Introduction: The use of artificial intelligence in radiology has helped radiologists identify patterns and abnormalities in medical images to diagnose and treat patients. Deep learning and machine learning algorithms have been used to assist physicians in detecting features that are not noticeable to the human eye. The FDA has approved almost 400 AI algorithms for radiology and estimated that the market for AI in medical imaging would grow from $21.48 billion in 2018 to $264.85 billion in 2028.

Purpose of the Study: The purpose of this research was to evaluate the use of artificial intelligence in radiology to determine its …

Different Spectrum Of Space Radiation Induced Cognitive Impairments In Radiation-Naïve And Adapted Rats, Richard A. Britten, Arriyam S. Fesshaye, Alyssa Tidmore, Ella N. Tamgue, Paola A. Alvarado-Arriaga

Center for Integrative Neuroscience and Inflammatory Diseases (CINID) Faculty Publications

NASA's decision to resume manned deep space mission, first to the Moon and then Mars, necessitated a detailed assessment of the potential health effects that astronauts may experience on long-duration missions. Multiple studies suggest that there may be significant space radiation (SR)-induced impairment of neurocognitive processes, including advanced executive functions. However, given the multitude of SR-induced changes in the CNS, it is possible that completely different SR-induced sequelae will be induced in previously exposed individuals. Thus, current risk estimates are likely to be pertinent only for the early stages of a deep space mission, and even then only for astronauts …

Role Of Computed Tomography In Traumatic Brain Injuries, Rebekah Spott

Medical Imaging Senior Posters

This project explains the role of computed tomography (CT) in assessing traumatic brain injuries (TBI). The major components of the research include various intracranial traumas, penetrating vs. non-penetrating TBIs, symptoms, grades of injury, and treatment options. CT is essential in diagnosing a TBI because it can quickly produce hundreds of images of the brain and skull in slices. CT allows radiologists, physicians, and surgeons to plan a course of action for the best possible patient recovery outcome. Images can identify various lesions and fractures as well as their severity. A TBI can present itself as penetrating or non-penetrating, ultimately determining …

Cryptococcus Gattii: Disseminated Disease In An Immunocompetent Patient, Conner Dalton, Jani Smit

South Atlantic Division GME Research Day 2024

No abstract provided.

Hyperthermic Encephalopathy In A Healthy Young Adult, Timothy Kocher, Dhruvkumar Patel

South Atlantic Division GME Research Day 2024

No abstract provided.

A Case Of Neurosarcoidosis And Its Radiographic Findings, Chase Tenewitz, Brantley Grimball, Druv Patel

South Atlantic Division GME Research Day 2024

No abstract provided.

A Case Of Bullet Embolization And Its Management, Emily Clifton, William Clifton, Chase Tenewitz, David Kupshik, Michael Jones

South Atlantic Division GME Research Day 2024

No abstract provided.

Flexible Attenuation Fields: Tomographic Reconstruction From Heterogeneous Datasets, Clifford S. Parker

Theses and Dissertations--Computer Science

Traditional reconstruction methods for X-ray computed tomography (CT) are highly constrained in the variety of input datasets they admit. Many of the imaging settings -- the incident energy, field-of-view, effective resolution -- remain fixed across projection images, and the only real variance is in the detector's position and orientation with respect to the scene. In contrast, methods for 3D reconstruction of natural scenes are extremely flexible to the geometric and photometric properties of the input datasets, readily accepting and benefiting from images captured under varying lighting conditions, with different cameras, and at disparate points in time and space. Extending CT …

Fibromatous Desmoid Tumor Presenting As A Left Supraclavicular Mass In A 21-Year-Old Female, Robson De Macedo Filho, Christopher Hulsey

South Atlantic Division GME Research Day 2024

No abstract provided.

Subnanometer-Resolution Structures Of The Grass Carp Reovirus Core And Virion, Melissa S Oh, Nikhil T Vettikattu, Harry Michael Baddour, Jennifer H Gross, Brian J Boyce, Mihir R Patel, Nicole C Schmitt, Clementino Arturo Solares, Jackson R Vuncannon, Azeem S Kaka

Faculty, Staff and Student Publications

OBJECTIVE: To describe our modifications to the submental island flap (SMIF) in a case series that demonstrates improved reproducibility, shortened length of stay (LOS), and reduced utilization of hospital resources.

STUDY DESIGN: This retrospective case series with chart review included adult patients who underwent resection of malignant or benign tumors resulting in lateral facial, parotid, or temporal bone defects, which were reconstructed with SMIF.

SETTING: A tertiary-care academic referral center.

METHODS: Retrospective case series included all adult patients who underwent SMIF reconstruction between March 2020 and August 2021. Patient demographic and clinical data were collected. Primary outcomes were measures of …

Mri-Based Radiomics Model From Mesorectal Fat To Predict Perirectal Lymph Node Status And Extramural Venous Invasion In Colorectal Cancer Patients, Yaniga Swaengdee

Chulalongkorn University Theses and Dissertations (Chula ETD)

Colorectal cancer (CRC) is the third most common cancer worldwide and the incidence rate is rising in Asia. Perirectal lymph node metastasis (PLN) and extramural venous invasion (EMVI) are common and associated with poor prognosis in CRC patients. While total mesorectal excision is the gold standard for confirming PLN and EMVI, MRI is keys modality for staging. Radiomics, a technique that extracts quantitative features from medical images, allows for the development of predictive models for PLN and EMVI. This study aimed to build and evaluate a predictive model based on mesorectal fat radiomics from MRI images to improve PLN and …

Varian Halcyon Cone Beam Computed Tomography Dose Measurement By Radiophotoluminescent Glass Dosimeter, Kantida Jittrakool

Chulalongkorn University Theses and Dissertations (Chula ETD)

Cone beam computed tomography (CBCT) is widely used as the primary imaging method in image-guided radiation therapy. The Varian Halcyon system (Varian Medical Systems, Palo Alto, CA, USA) requires daily imaging prior to each patient’s treatment. This study focuses on comparing the radiation doses to normal organs across all available kV-CBCT protocols on the Varian Halcyon system. Radiophotoluminescent glass dosimeters (RPLGD) were used to measure doses, placed inside an Alderson Rando phantom positioned at specific anatomical sites including the head, thorax, breast, and pelvis. CBCT scans were performed using preset protocols, with no modifications to parameters. The average organ dose …

Dosimetric Comparison Between Volumetric Modulated Arc Therapy On Truebeam And Halcyon Of Boost Plan For Total Body Irradiation, Wanwanut Jaihow

Chulalongkorn University Theses and Dissertations (Chula ETD)

Total Body Irradiation (TBI) is a special treatment technique aimed at immunosuppression. The purpose of this study was to compare the dosimetric results of volumetric modulated arc therapy (VMAT) plans of TBI treatment between TrueBeam and Halcyon treatment machines. Eight TBI patients were planned by 6 MV of two lateral opposing with extended SAD technique to 5 meters to receive the prescribed dose of 1200 cGy in 6 fractions at head and legs. A single fraction boosts up the dose ranging from shoulder to mid-thigh. Plans were optimized and calculated in the Eclipse treatment planning system using VMAT by TrueBeam …