Radiology Commons^™

Interpretation Models For Prostate Lesion: Detecting, Explaining, And Understanding., Mehmet Akif Gulum

Electronic Theses and Dissertations

Prostate cancer is a major public health concern, affecting millions of men worldwide. While early detection and treatment of prostate cancer is critical for improving patient outcomes, the detection of prostate lesions is even more important for timely intervention and management of the disease. Prostate lesions are abnormal growths or lumps within the prostate gland, which may or may not be cancerous. The timely detection and accurate diagnosis of prostate lesions is crucial for effective treatment and management of the disease. In recent years, deep learning models have shown promise in accurately detecting and characterizing prostate lesions using advanced imaging …

Checklist For Reproducibility Of Deep Learning In Medical Imaging, Mana Moassefi, Yashbir Singh, Gian Marco Conte, Bardia Khosravi, Pouria Rouzrokh, Sanaz Vahdati, Nabile Safdar, Linda Moy, Felipe Kitamura, Amilcare Gentili, Paras Lakhani, Nina Kottler, Safwan Halabi, Joseph Yacoub, Yuankai Hou, Khaled Younis, Bradley Erickson, Elizabeth Krupinski, Shahriar Faghani

Department of Radiology Faculty Papers

The application of deep learning (DL) in medicine introduces transformative tools with the potential to enhance prognosis, diagnosis, and treatment planning. However, ensuring transparent documentation is essential for researchers to enhance reproducibility and refine techniques. Our study addresses the unique challenges presented by DL in medical imaging by developing a comprehensive checklist using the Delphi method to enhance reproducibility and reliability in this dynamic field. We compiled a preliminary checklist based on a comprehensive review of existing checklists and relevant literature. A panel of 11 experts in medical imaging and DL assessed these items using Likert scales, with two survey …

Estimation Of The Optimal Radiotherapy Utilization Rate For Childhood Neuroblastoma, Azumi Fukushima, Varsha Hande, Katherine Wakeham, Michael Barton, Mohamed Zaghloul, Daniel Moreira, Nickhill Bhakta, Kathy Pritchard-Jones, Bilal Mazhar Qureshi, Michael Sullivan

Haematology and Oncology, East Africa

Background and purpose: The optimal utilization rate of radiotherapy (oRUR) serves as a benchmark for assessing service demand and improving access to cancer care. While it is estimated that approximately 50 % of adult cancer patients require external beam radiotherapy during their treatment, there is a scarcity of data regarding the optimal use of radiotherapy in pediatric cancer. In this study, we adopted an established method and developed a model to estimate the oRUR in childhood neuroblastoma.

Materials and methods: We developed a decision tree model to calculate the oRUR using indications for radiotherapy and corresponding epidemiological data collected through …

Image-Guided Aspiration Of A Cystic Mediastinal Teratoma: A Case Report And Literature Review, Craig R Kym, Anoop P Ayyappan, Babith J Mankidy, Mohammad Ghasemi-Rad

Faculty, Staff and Students Publications

A 51-year-old male presented to our tertiary referral hospital with progressive shortness of breath and orthopnea. A computed tomography (CT) of the chest was performed that showed a large cystic middle mediastinal mass. Magnetic resonance imaging (MRI) of the chest demonstrated a large, well-circumscribed, T2-hyperintense cystic middle mediastinal mass resulting in significant compression of the trachea, brachiocephalic artery, superior vena cava, and azygos vein. The patient subsequently developed a right hemispheric stroke due to compression of the brachiocephalic artery and was too clinically unstable to undergo or definitive operative management of the mediastinal cyst. Percutaneous CT-guided aspiration of the cystic …

Comparison Of Open Thoracoabdominal Repair For Chronic Aortic Dissections And Aneurysms, Ian O Cook, Susan Y Green, Kimberly R Rebello, Qianzi Zhang, Veronica A Glover, Rodrigo Zea-Vera, Marc R Moon, Scott A Lemaire, Joseph S Coselli

Faculty, Staff and Students Publications

Objective: Aortic dissection is common in patients undergoing open surgical repair of thoracoabdominal aortic aneurysms (TAAAs). Most often, dissection is chronic and is associated with progressive aortic dilatation. Because contemporary outcomes in chronic dissection are not clearly understood, we compared patient characteristics and outcomes after open TAAA repair between patients with chronic dissection and those with non-dissection aneurysm.

Methods: We retrospectively analyzed data from 3470 open TAAA repairs performed in a single practice. Operations were for non-dissection aneurysm in 2351 (67.8%) and chronic dissection in 1119 (32.2%). Outcomes included operative mortality and adverse events, a composite variable comprising operative death …

Analyzing The Relationship Between Dose And Geometric Agreement Metrics For Auto-Contouring In Head And Neck Normal Tissues, Barbara Marquez, Zachary T Wooten, Ramon M Salazar, Christine B Peterson, David T Fuentes, T J Whitaker, Anuja Jhingran, Julianne Pollard-Larkin, Surendra Prajapati, Beth Beadle, Carlos E Cardenas, Tucker J Netherton, Laurence E Court

Faculty, Staff and Student Publications

This study aimed to determine the relationship between geometric and dosimetric agreement metrics in head and neck (H&N) cancer radiotherapy plans. A total 287 plans were retrospectively analyzed, comparing auto-contoured and clinically used contours using a Dice similarity coefficient (DSC), surface DSC (sDSC), and Hausdorff distance (HD). Organs-at-risk (OARs) with ≥200 cGy dose differences from the clinical contour in terms of Dmax (D0.01cc) and Dmean were further examined against proximity to the planning target volume (PTV). A secondary set of 91 plans from multiple institutions validated these findings. For 4995 contour pairs across 19 OARs, 90% had a DSC, sDSC, …

Ruptured Infectious Pseudoaneurysm Of The Common Carotid Artery In A 14-Year-Old Girl. Management In The Dr Congo, Alphonse Nzomvuama, Jean Jacques Kalongo, Blondel Bayenekene, Stéphane Yanda, M. Jacques Nsuami

School of Medicine Faculty Publications

The infectious pseudoaneurysm of the common carotid artery is a rare observation in children. We present a case of ruptured infectious common carotid aneurysm in a 14-year-old girl managed in the Democratic Republic of Congo. We performed an arterial reconstruction with a saphenous vein patch. Post-operative course was simple. The patient was discharged from the hospital at post-operative day 15. She was doing well and had returned to school. Rupture of an infectious pseudoaneurysm of the common carotid artery constitutes a serious, life-threatening accident. As we have shown in this case report, its management with successful results is indeed possible, …

Multidisciplinary Approach To Diagnostic Radiology Education: A Novel Educational Intervention For Turkish Medical Students, Parth Patel, Emre Altınmakas, Görkem Ayas, Rachel Stanietzky, Madeline L. Stewart, Abdelrahman Elshikh, Disha Ram, Hrishika Bhosale, Mohamed Eltaher, Serageldin Kamel, Munevver N. Duran, Umut Yücel, Mohamed Badawy, Scott Rohren, Khaled M. Elsayes

School of Medicine Faculty Publications

Teleconferencing can facilitate a multidisciplinary approach to teaching radiology to medical students. This study aimed to determine whether an online learning approach enables students to appreciate the interrelated roles of radiology and other specialties during the management of different medical cases. Turkish medical students attended five 60-90-minute online lectures delivered by radiologists and other specialists from the United States and Canada through Zoom meetings between November 2020 and January 2021. Student ambassadors from their respective Turkish medical schools recruited their classmates with guidance from the course director. Students took a pretest and posttest to assess the knowledge imparted from each …

Intratumoral Injection Of Immunotherapeutics: State Of The Art And Future Directions, Rahul A Sheth, Eric Wehrenberg-Klee, Sapna P Patel, Kristy K Brock, Nicos Fotiadis, Thierry De Baère

Faculty, Staff and Student Publications

Systemic immunotherapies have led to tremendous progress across the cancer landscape. However, several challenges exist, potentially limiting their efficacy in the treatment of solid tumors. Direct intratumoral injection can increase the therapeutic index of immunotherapies while overcoming many of the barriers associated with systemic administration, including limited bioavailability to tumors and potential systemic safety concerns. However, challenges remain, including the lack of standardized approaches for administration, issues relating to effective drug delivery, logistical hurdles, and safety concerns specific to this mode of administration. This article reviews the biologic rationale for the localized injection of immunotherapeutic agents into tumors. It also …

Spinal Cord Watershed Infarction After Surgery, Gia Nguyen, Giang-Kim Nguyen, Fanny Emilia Morón

Faculty, Staff and Students Publications

Spinal cord watershed infarction is a rare phenomenon due to the rich collateral blood supply to the organ. It often occurs in elderly patients with preexisting atherosclerotic disease in the setting of global hypoperfusion, such as thoracoabdominal surgery, dissection, coagulopathies, or idiopathic. We present a case of spinal cord infarction (SCI) in both longitudinal and transverse watershed areas as a complication of postoperative blood loss. In addition, we demonstrate the imaging evolution of spinal cord infarct in the subacute phase with peripheral enhancement due to the breakdown of the blood-spinal cord barrier.

Jacc: Advances Expert Panel Perspective: Shared Decision-Making In Multidisciplinary Team-Based Cardiovascular Care, Elizabeth M Perpetua, Roseanne Palmer, Viet T Le, Sana M Al-Khatib, Craig J Beavers, Joshua A Beckman, Biykem Bozkurt, Megan Coylewright, Caroline Lloyd Doherty, Kimberly A Guibone, Marian Hawkey, Patricia A Keegan, James N Kirkpatrick, Jessica Laperle, Sandra B Lauck, Glenn Levine, Brian R Lindman, Michael J Mack, Andrea L Price, Susan Strong, Janet F Wyman, Quentin R Youmans, Martha Gulati

Faculty, Staff and Students Publications

Shared decision-making (SDM) and multidisciplinary team-based care delivery are recommended across several cardiology clinical practice guidelines. However, evidence for benefit and guidance on implementation are limited. Informed consent, the use of patient decision aids, or the documentation of these elements for governmental or societal agencies may be conflated as SDM. SDM is a bidirectional exchange between experts: patients are the experts on their goals, values, and preferences, and clinicians provide their expertise on clinical factors. In this Expert Panel perspective, we review the current state of SDM in team-based cardiovascular care and propose best practice recommendations for multidisciplinary team implementation …

Editorial For "Parallel Cnn-Deep Learning Clinical-Imaging Signature For Assessing Pathologic Grade And Prognosis Of Soft Tissue Sarcoma Patients", Pegah Khosravi

Publications and Research

No abstract provided.

Unlikely Cohabitants: A Collision Tumor Of Metastatic Small Cell Lung Carcinoma And Adrenal Adenoma, Michael Demeritt, Savanna Atwal, Stefan Johnson, Kevin Lightner, Joel Thompson

Advances in Clinical Medical Research and Healthcare Delivery

This case report is the second known publication of a very specific collision tumor, where small cell lung cancer metastasized to an adrenal adenoma. The focus is primarily on multimodal radiologic findings of the developing neoplasm, including CT, MRI, and FDG PET/CT. These findings are compared with established diagnostic criteria for adrenal adenomas and metastases, as identified by the literature and content expert review. Epidemiological data regarding collision tumors is discussed, as well as proposed treatment strategies. Similar topics are elucidated for small cell lung carcinoma. Reporting of this collision tumor adds to the relatively thin body of knowledge of …

Scanless Two-Photon Voltage Imaging, Ruth R Sims, Imane Bendifallah, Christiane Grimm, Aysha S Mohamed Lafirdeen, Soledad Domínguez, Chung Yuen Chan, Xiaoyu Lu, Benoît C Forget, François St-Pierre, Eirini Papagiakoumou, Valentina Emiliani

Faculty, Staff and Students Publications

Two-photon voltage imaging has long been heralded as a transformative approach capable of answering many long-standing questions in modern neuroscience. However, exploiting its full potential requires the development of novel imaging approaches well suited to the photophysical properties of genetically encoded voltage indicators. We demonstrate that parallel excitation approaches developed for scanless two-photon photostimulation enable high-SNR two-photon voltage imaging. We use whole-cell patch-clamp electrophysiology to perform a thorough characterization of scanless two-photon voltage imaging using three parallel illumination approaches and lasers with different repetition rates and wavelengths. We demonstrate voltage recordings of high-frequency spike trains and sub-threshold depolarizations from neurons …

Postoperative Bioactive Adrenomedullin Is Associated With The Onset Of Ards And Adverse Outcomes In Patients Undergoing Open Thoracoabdominal Aortic Surgery, Panagiotis Doukas, Oliver Hartmann, Jelle Frankort, Birte Arlt, Hanif Krabbe, Michael Johan Jacobs, Andreas Greiner, Jan Paul Frese, Alexander Gombert

Faculty, Staff and Student Publications

Cytokine-mediated systemic inflammation after open thoracoabdominal aortic aneurysm (TAAA) repairs plays a pivotal role in disrupting circulatory homeostasis, potentially leading to organ dysfunction. The bioactive form of adrenomedullin (bio-ADM) is a peptide hormone with immunomodulatory and vasomotor effects, making it a potential diagnostic agent in these cases. This retrospective, bicentric study, conducted between January 2019 and December 2022, recruited 36 elective open TAAA repair patients in two German centres. Serum and plasma samples were collected at multiple time points to measure bio-ADM levels. The primary objective was to evaluate the association of bio-ADM levels with the onset of acute respiratory …

A “Fishy” Situation, Rare Pathogen And Presentation In Prosthetic Valve Infective Endocarditis, Nichole Schtupak, Patrick Kennedy, Darko Pucar, Linda Godinez, Jodi-Ann Chin, Kristen Selema, Dipan Uppa, Antonio Lewis, Marcelo Helguera

DMSc Student Publications

Lactococcus garviae (L. garviae) is a gram-positive coccus belonging to the Streptococcaceae family. While primarily a pathogen in fish farms causing hemorrhagic sepsis, it can act as a rare opportunistic pathogen in humans. A 2021 case report by Bravo et al. documented less than 30 cases of infective endocarditis caused by L. garviae worldwide at that time. This case report describes the 27th documented case globally and 7th documented case in the USA of L. garviae causing infective endocarditis of a prosthetic valve.
L. garviae is found in unpasteurized dairy products, raw fish, and meat (pork, beef, and …

Labrad : Vol 49, Issue 1 - June 2024, Aga Khan University Hospital, Karachi

LABRAD - Departments of Pathology & Laboratory Medicine and Radiology Archives

• EDITORIAL
• ARTICLES
• Empowering Donors Through Technology
• Impact of Clinical Laboratories on Greenhouse gas emissions
• Embracing Digitalization and Sustainability: Streamlining Laboratory Reporting
• Accelerating Productivity and Performance: Transition from Transcribers to Working with Speech Recognition.
• ECO-Friendly Molecular Pathology Laboratory Practices
• Let’s Work to Build A Sustainable Histopathology Lab
• Laboratory Sustainability -Things to Promote Eco-Conscious Laboratory Environment
• A Guide to Develop the current and future Eco-Friendly Molecular Lab practices
• The Role of Microbiology Laboratories in Seaweed Reduction and Sustainable Agar Production
• The Role of Behavioral Change in Reducing Energy Use in Microbiology Laboratories
• Reducing Pathology’s Environmental Impact – What can we do?
• Water …

Longitudinal Changes In The Carotid Arteries Of Head And Neck Cancer Patients Following Radiation Therapy: Results From A Prospective Serial Imaging Biomarker Characterization Study, Efstratios Koutroumpakis, Abdallah Sherif Radwan Mohamed, Peter Chaftari, David I Rosenthal, Dorothy Gujral, Christopher Nutting, Serageldin Kamel, Mohamed A Naser, Peter Kim, Roland Bassett, Clifton D Fuller, Elie Mouhayar, Md Anderson Head Neck Radiation Oncology Cardiovascular Working Group

Faculty, Staff and Student Publications

INTRODUCTION: We prospectively evaluated morphologic and functional changes in the carotid arteries of patients treated with unilateral neck radiation therapy (RT) for head and neck cancer.

METHODS: Bilateral carotid artery duplex studies were performed at 0, 3, 6, 12, 18 months and 2, 3, 4, and 5 years following RT. Intima media thickness (IMT); global and regional circumferential, as well as radial strain, arterial elasticity, stiffness, and distensibility were calculated.

RESULTS: Thirty-eight patients were included. A significant difference in the IMT from baseline between irradiated and unirradiated carotid arteries was detected at 18 months (median, 0.073 mm vs -0.003 mm; …

Thyroid Cartilage Metastases From Prostate Cancer On 18f Psma Pet Ct: A Case Series, Poonamjeet Loyal, Samuel Gitau, Khalid Makhdomi

Imaging & Diagnostic Radiology, East Africa

Prostate cancer metastases to the thyroid cartilage is an extremely rare phenomenon. We report three cases of advanced prostate carcinoma with metastases to the thyroid cartilage identified on 18F prostate-specific membrane antigen-1007 (PSMA-1007) positron emission tomography (PET)/computed tomography (CT). The pathophysiology and possibility for under-reporting are also discussed. Prostate cancer metastases to the larynx should be considered in the differential diagnosis of thyroid cartilage lesions in patients with advanced prostate cancer and is associated with poor prognosis.

A New Computed Tomography Score-Based Staging For Melioidosis Pneumonia To Predict Progression, Yang Chen, Dehuai He, Yehua Wu, Xiangying Li, Kaifu Yang, Yuefu Zhan, Jianqiang Chen, Xiaobo Zhou

Faculty, Staff and Student Publications

infectious disease prevalent in tropical regions. Chest computed tomography (CT) has emerged as a valuable tool for assessing the severity and progression of lung involvement in melioidosis pneumonia. However, there persists a need for the quantitative assessment of CT characteristics and staging methodologies to precisely anticipate disease progression. This study aimed to quantitatively extract CT features and evaluate a CT score-based staging system in predicting the progression of melioidosis pneumonia.

Methods: This study included 97 patients with culture-confirmed melioidosis pneumonia who presented between January 2002 and December 2021. Lung segmentation and annotation of lesions (consolidation, nodules, and cavity) were used …