Search Results - "SITEK, Arkadiusz"

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    Fast image reconstruction for Compton camera using stochastic origin ensemble approach by Andreyev, Andriy, Sitek, Arkadiusz, Celler, Anna

    Published in Medical physics (Lancaster) (01-01-2011)
    “…Purpose: Compton camera has been proposed as a potential imaging tool in astronomy, industry, homeland security, and medical diagnostics. Due to the inherent…”
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    Reconstruction and Visualization of Fiber and Laminar Structure in the Normal Human Heart from Ex Vivo Diffusion Tensor Magnetic Resonance Imaging (DTMRI) Data by Rohmer, Damien, Sitek, Arkadiusz, Gullberg, Grant T

    Published in Investigative radiology (01-11-2007)
    “…OBJECTIVE:The human heart is composed of a helical network of muscle fibers organized to form sheets that are separated by cleavage planes responsible for the…”
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    EM reconstruction of dual isotope PET using staggered injections and prompt gamma positron emitters by Andreyev, Andriy, Sitek, Arkadiusz, Celler, Anna

    Published in Medical physics (Lancaster) (01-02-2014)
    “…Purpose: The aim of dual isotope positron emission tomography (DIPET) is to create two separate images of two coinjected PET radiotracers. DIPET shortens the…”
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    Zero shot health trajectory prediction using transformer by Renc, Pawel, Jia, Yugang, Samir, Anthony E., Was, Jaroslaw, Li, Quanzheng, Bates, David W., Sitek, Arkadiusz

    Published in NPJ digital medicine (19-09-2024)
    “…Integrating modern machine learning and clinical decision-making has great promise for mitigating healthcare’s increasing cost and complexity. We introduce the…”
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    Recovery and normalization of triple coincidences in PET by Lage, Eduardo, Parot, Vicente, Moore, Stephen C., Sitek, Arkadiusz, Udías, Jose M., Dave, Shivang R., Park, Mi‐Ae, Vaquero, Juan J., Herraiz, Joaquin L.

    Published in Medical physics (Lancaster) (01-03-2015)
    “…Purpose: Triple coincidences in positron emission tomography (PET) are events in which three γ‐rays are detected simultaneously. These events, though…”
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    Left atrial enlargement increases the risk of major adverse cardiac events independent of coronary vasodilator capacity by Koh, Angela S., Murthy, Venkatesh L., Sitek, Arkadiusz, Gayed, Peter, Bruyere, John, Wu, Justina, Di Carli, Marcelo F., Dorbala, Sharmila

    “…Purpose Longstanding uncontrolled atherogenic risk factors may contribute to left atrial (LA) hypertension, LA enlargement (LAE) and coronary vascular…”
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    Reconstructed Image Spatial Resolution of Multiple Coincidences Compton Imager by Andreyev, A., Sitek, A., Celler, A.

    Published in IEEE transactions on nuclear science (01-02-2010)
    “…We study the multiple coincidences Compton imager (MCCI) which is based on a simultaneous acquisition of several photons emitted in cascade from a single…”
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    Data analysis in emission tomography using emission-count posteriors by Sitek, Arkadiusz

    Published in Physics in medicine & biology (07-11-2012)
    “…A novel approach to the analysis of emission tomography data using the posterior probability of the number of emissions per voxel (emission count) conditioned…”
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    Reconstruction of Emission Tomography Data Using Origin Ensembles by Sitek, Arkadiusz

    Published in IEEE transactions on medical imaging (01-04-2011)
    “…A new statistical reconstruction method based on origin ensembles (OE) for emission tomography (ET) is examined. Using a probability density function (pdf)…”
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    Classification of Exacerbation Frequency in the COPDGene Cohort Using Deep Learning With Deep Belief Networks by Ying, Jun, Dutta, Joyita, Guo, Ning, Hu, Chenhui, Zhou, Dan, Sitek, Arkadiusz, Li, Quanzheng

    “…This study aims to develop an automatic classifier based on deep learning for exacerbation frequency in patients with chronic obstructive pulmonary disease…”
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    Deep learning fetal ultrasound video model match human observers in biometric measurements by Płotka, Szymon, Klasa, Adam, Lisowska, Aneta, Seliga-Siwecka, Joanna, Lipa, Michał, Trzciński, Tomasz, Sitek, Arkadiusz

    Published in Physics in medicine & biology (21-02-2022)
    “…This work investigates the use of deep convolutional neural networks (CNN) to automatically perform measurements of fetal body parts, including head…”
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    Improved Cardiac Risk Assessment With Noninvasive Measures of Coronary Flow Reserve by MURTHY, Venkatesh L, NAYA, Masanao, FOSTER, Courtney R, HAINER, Jon, GABER, Mariya, BLANKSTEIN, Ron, DORBALA, Sharmila, SITEK, Arkadiusz, PENCINA, Michael J, DI CARLI, Marcelo F

    Published in Circulation (New York, N.Y.) (15-11-2011)
    “…Impaired vasodilator function is an early manifestation of coronary artery disease and may precede angiographic stenosis. It is unknown whether noninvasive…”
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    Cardiac imaging: working towards fully-automated machine analysis & interpretation by Slomka, Piotr J, Dey, Damini, Sitek, Arkadiusz, Motwani, Manish, Berman, Daniel S, Germano, Guido

    Published in Expert review of medical devices (04-03-2017)
    “…Non-invasive imaging plays a critical role in managing patients with cardiovascular disease. Although subjective visual interpretation remains the clinical…”
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