Publications by authors named "Dhiraj Baruah"

To evaluate the prevalence and types of adverse events associated with magnetic resonance imaging (MRI) in patients with abandoned temporary epicardial pacing wires (TEPW) over an eight-year period. A total of 54 patients and 104 MRI examinations with abandoned TEPW (9 cardiac, 6 non-cardiac thoracic, 89 other) were included in the final analysis. Imaging was reviewed to confirm wire presence and billing information was queried to identify hardware manufacturer.

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Objective: To evaluate the accuracy of large language models (LLMs) in generating Lung-RADS scores based on lung cancer screening low-dose computed tomography radiology reports.

Material And Methods: A retrospective cross-sectional analysis was performed on 242 consecutive LDCT radiology reports generated by cardiothoracic fellowship-trained radiologists at a tertiary center. LLMs evaluated included ChatGPT-3.

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Background: The latest generation of computed tomography (CT) systems based on photon-counting detector promises significant improvements in several clinical applications, including chest imaging.

Purpose: The aim of the study is to evaluate the image quality of ultra-high-resolution (UHR) photon-counting detector CT (PCD-CT) of the lung using four sharp reconstruction kernels.

Material And Methods: This retrospective study included 25 patients (11 women and 14 men; median age, 71 years) who underwent unenhanced chest CT from April to May 2023.

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Artificial Intelligence (AI) has been proposed to improve workflow for coronary artery calcium scoring (CACS), but simultaneous demonstration of improved efficiency, accuracy, and clinical stability have not been demonstrated. 148 sequential patients who underwent routine calcium-scoring computed tomography were retrospectively evaluated using a previously validated AI model (syngo. CT CaScoring VB60, Siemens Healthineers, Forscheim, Germany).

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Article Synopsis
  • * AAR-RRA's task force studied how academic radiologists contribute beyond just high clinical volumes and RVU-generating work, highlighting the importance of these additional roles.
  • * Their findings are shared in a two-part report, with the first part addressing the current situation in radiology and the second part outlining future strategies for striking a better balance between clinical work and non-RVU activities.
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Article Synopsis
  • The study evaluated the ability of four language models (ChatGPT-3.5, ChatGPT-4o, Google Gemini, and Google Gemini Advanced) to accurately generate CAD-RADS scores from coronary CT angiography reports without any fine-tuning.
  • ChatGPT-4o had the highest accuracy at 87%, while ChatGPT-3.5 was the fastest but only achieved 50.5% accuracy, and Gemini had a higher failure rate at 12%.
  • Overall, the findings indicate that while model performance showed promise, further refinement of these AI tools is needed before they can be reliably used in clinical decision-making for CAD-RADS scoring.
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Drug-induced acute lung injury is a significant yet often underrecognized clinical challenge, associated with a wide range of therapeutic agents, including chemotherapy drugs, antibiotics, anti-inflammatory drugs, and immunotherapies. This comprehensive review examines the pathophysiology, clinical manifestations, and radiologic findings of drug-induced acute lung injury across different drug categories. Common imaging findings are highlighted to aid radiologists and clinicians in early recognition and diagnosis.

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Article Synopsis
  • The study aimed to determine the best strength level of QIR for ultra-high-resolution lung imaging using a PCCT scanner.
  • It involved 24 patients and compared image quality at different QIR strength levels, finding that higher strength levels significantly reduced noise and improved objective image quality.
  • While readers preferred intermediate QIR levels for specific subjective qualities like sharpness, QIR-3 was recommended overall for optimal imaging results.
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Objective: This study aims to assess the efficacy of polyenergetic reconstruction methods in reducing streak artifacts caused by dual source imaging in Photon Counting Detector Computed Tomography (PCD-CT) imaging, thereby improving image quality and diagnostic accuracy.

Methods: A retrospective cohort study was conducted, involving 50 patients who underwent chest Computed Tomography Angiography with PCD-CT, focusing on those with streak artifacts. Quantitative and qualitative analyses were performed on images reconstructed using monoenergetic and polyenergetic techniques.

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Purpose To investigate the impact of plaque size and density on virtual noncontrast (VNC)-based coronary artery calcium scoring (CACS) using photon-counting detector CT and to provide safety net reconstructions for improved detection of subtle plaques in patients whose VNC-based CACS would otherwise be erroneously zero when compared with true noncontrast (TNC)-based CACS. Materials and Methods In this prospective study, CACS was evaluated in a phantom containing calcifications with different diameters (5, 3, and 1 mm) and densities (800, 400, and 200 mg/cm) and in participants who underwent TNC and contrast-enhanced cardiac photon-counting detector CT (July 2021-March 2022). VNC images were reconstructed at different virtual monoenergetic imaging (55-80 keV) and quantum iterative reconstruction (QIR) levels (QIR,1-4).

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Rationale And Objectives: Managing contrast reactions is critical as contrast reactions can be life-threatening and unpredictable. Institutions need an effective system to handle these events. Currently, there is no standard practice for assigning trainees, radiologists, non-radiologist physicians, or other non-physician providers for management of contrast reaction.

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Purpose: Computed tomography (CT) pulmonary angiography is considered the gold standard for pulmonary embolism (PE) diagnosis, relying on the discrimination between contrast and embolus. Photon-counting detector CT (PCD-CT) generates monoenergetic reconstructions through energy-resolved detection. Virtual monoenergetic images (VMI) at low keV can be used to improve pulmonary artery opacification.

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Purpose: Acute chest syndrome (ACS) is secondary to occlusion of the pulmonary vasculature and a potentially life-threatening complication of sickle cell disease (SCD). Dual-energy CT (DECT) iodine perfusion map reconstructions can provide a method to visualize and quantify the extent of pulmonary microthrombi.

Methods: A total of 102 patients with sickle cell disease who underwent DECT CTPA with perfusion were retrospectively identified.

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Background: Photon-counting detector computed tomography (PCD-CT) may influence imaging characteristics for various clinical conditions due to higher signal and contrast-to-noise ratio in virtual monoenergetic images (VMI). Radiomics analysis relies on quantification of image characteristics. We evaluated the impact of different VMI reconstructions on radiomic features in in vitro and in vivo PCD-CT datasets.

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Purpose: Photon-counting-detector computed tomography (PCD-CT) offers enhanced noise reduction, spatial resolution, and image quality in comparison to energy-integrated-detectors CT (EID-CT). These hypothesized improvements were compared using PCD-CT ultra-high (UHR) and standard-resolution (SR) scan-modes.

Methods: Phantom scans were obtained with both EID-CT and PCD-CT (UHR, SR) on an adult body-phantom.

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Purpose: Left atrial calcification (LAC), a primarily radiologic diagnosis, has been associated with rheumatic heart disease (RHD) and rheumatic fever (RF). However, left atrial calcification continues to be observed despite a significant decrease in the prevalence of rheumatic heart disease. The purpose of this study was to investigate other possible etiologies of left atrial calcification.

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Background: Detecting occlusions of coronary artery bypass grafts using non-contrast computed tomography (CT) series is understudied and underestimated.

Purpose: To evaluate morphological findings for the diagnosis of chronic coronary artery bypass graft occlusion on non-contrast CT and investigate performance statistics for potential use cases.

Material And Methods: Seventy-three patients with coronary artery bypass grafts who had CT angiography of the chest (non-contrast and arterial phases) were retrospectively included.

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Cardiac myxoma is the most common primary cardiac neoplasm. It is a benign tumor that typically arises in the left atrium, specifically from the interatrial septum adjacent to the fossa ovalis. We present a case of a 71-year-old male presenting with hematuria that was incidentally found to have a left atrial myxoma on a CT urogram.

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Rationale: Single-photon-emission-computerized-tomography/computed-tomography(SPECT/CT) is commonly used for pulmonary disease. Scant work has been done to determine ability of AI for secondary findings using low-dose-CT(LDCT) attenuation correction series of SPECT/CT.

Methods: 120 patients with ventilation-perfusion-SPECT/CT from 9/1/21-5/1/22 were included in this retrospective study.

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Noninvasive identification of active myocardial inflammation in patients with cardiac sarcoidosis plays a key role in management but remains elusive. T2 mapping is a proposed solution, but the added value of quantitative myocardial T2 mapping for active cardiac sarcoidosis is unknown. Retrospective cohort analysis of 56 sequential patients with biopsy-confirmed extracardiac sarcoidosis who underwent cardiac MRI for myocardial T2 mapping.

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