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1.
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Among other metals, gold nanoparticles (GNPs) play an important role in emerging cancer therapies. The development, safety, and efficacy of these therapies is contingent [...]
2024-06 |
Medical Physics |
Dissertation |
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2.
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The overall goal of research was to analyze magnetic resonance imaging (MRI) radiomic features extracted from the non-cystic kidney parenchyma of patients with autosomal [...]
2024-06 |
Medical Physics |
Dissertation |
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3.
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In this work, we analyze the ability of an automated deep learning-based model to identify the three-dimensional spatial extent of pleural mesothelioma (PM) as presented [...]
2024-06 |
Medical Physics |
Dissertation |
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4.
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Significance: Manual annotations are necessary for training supervised learning algorithms for object detection and instance segmentation. These manual annotations are [...]
14 December 2023 |
Medical Physics; Medicine; Radiology |
Article |
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5.
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Megavoltage imaging during radiotherapy provides a beam’s eye view of patient anatomy,allowing for portal dosimetry and real-time tumor position tracking without additi [...]
2023-12 |
Medical Physics |
Dissertation |
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6.
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Disclosed are compositions comprising nanoparticles and uses thereof. Such nanoparticles include gold nanoparticles conjugated to glucose or a glucose derivative, which a [...]
18 August 2015 |
Radiation and Cellular Oncology; Medical Physics; Chemistry |
Patent |
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7.
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A method and apparatus uses multi-material decomposition of three or more material components to generate material-component images from spectral images reconstructed fro [...]
07 October 2021 |
Medical Physics; Computer Science |
Patent |
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8.
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The broad, long-term goal of this dissertation is to improve quantitative perfusion magnetic resonance imaging (MRI) for diagnosis, prognosis, and treatment of cerebrovas [...]
2023-08 |
Medical Physics |
Dissertation |
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9.
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A method and apparatus uses multi-material decomposition of three or more material components to generate material-component images from spectral images reconstructed fro [...]
01 February 2022 |
Medical Physics; Computer Science |
Patent |
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10.
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To enhance breast cancer screening practices, artificial intelligence (AI) systems have been developed to aid radiologists in a variety of tasks. Machine learning (ML) te [...]
2023-06 |
Medical Physics |
Dissertation |
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11.
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Artificial intelligence (AI) has become a driving force in medical imaging, from applications in breast cancer screening to COVID-19. Within the field of breast cancer sc [...]
2023-06 |
Medical Physics |
Dissertation |
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12.
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Deep vein thrombosis is a major source of morbidity and mortality worldwide. For acute proximal deep vein thrombosis, catheter-directed thrombolytic therapy is an accepte [...]
04 January 2022 |
Medical Physics; Medicine; Pathology; Radiology |
Article |
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13.
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In addition to lung cancer, other thoracic abnormalities, such as emphysema, can be visualized within low-dose CT scans that were initially obtained in cancer screening p [...]
21 January 2023 |
Medical Physics; Radiology |
Article |
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14.
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Over the past several years, new advances in computing hardware and artificial intelligence techniques have allowed deep learning to rapidly develop as a key tool in a br [...]
2022-12 |
Medical Physics |
Dissertation |
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15.
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Hypoxic tumors are associated with poor patient prognosis because hypoxia leads to angiogenesis, metastasis, aggressiveness of the cancer, and resistance to chemotherapy [...]
2022-08 |
Medical Physics |
Dissertation |
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16.
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Vanadyl acetylacetonate (VO(acac)2) has shown promise as a magnetic resonance imaging (MRI) agent due to its high selectivity for cancer cells, which could facilitate dif [...]
2022-06 |
Medical Physics |
Dissertation |
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17.
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Data harmonization is an important issue in computerized analysis of medical images, and especially with magnetic resonance imaging (MRI). MRI consists of a complex syste [...]
2022-03 |
Medical Physics |
Dissertation |
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18.
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The mammalian nervous system consists of a complicated network of biological structures, with functional subsystems constrained by a structural architecture that operates [...]
2021-12 |
Medical Physics |
Dissertation |
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19.
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This dissertation studies AI-assisted medical image analysis in two applications: 1) breast cancer diagnosis on multiparametric magnetic resonance imaging (mpMRI) and 2) [...]
2021-12 |
Medical Physics |
Dissertation |
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20.
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Diffusion MRI tractography is the only noninvasive method to measure the structural connectome in humans. However, recent validation studies have revealed limitations of [...]
2021 |
Medical Physics |
Dataset |
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21.
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Deep vein thrombosis encompasses a wide range of morphologies, and a subset of cases require clinical intervention. The current treatment for vessel recanalization, cathe [...]
2021-06 |
Medical Physics |
Dissertation |
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22.
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Fluorescent molecules move and rotate as they transition between states and emit photons that we can detect. How much information can we recover about the position, orien [...]
2020-08 |
Medical Physics |
Dissertation |
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23.
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Venous thromboembolism is a major source of morbidity worldwide, and the degree of intervention depends on the likelihood of sequalae. Iliofemoral thrombi can migrate to [...]
2020 |
Medical Physics |
Dataset |
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24.
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In the past few years, applications of deep learning have experienced explosive growth due to their role in solving complex problems. Deep learning has recently been gain [...]
2020-06 |
Medical Physics |
Dissertation |
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25.
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Recently, investigators have illustrated the limited reproducibility in radiomics research preventing the translation of radiomics-based models into clinical practice. Th [...]
2020-06 |
Medical Physics |
Dissertation |
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