Search Results - "El Naqa, Issam"

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    Deep reinforcement learning for automated radiation adaptation in lung cancer by Tseng, Huan‐Hsin, Luo, Yi, Cui, Sunan, Chien, Jen‐Tzung, Ten Haken, Randall K., Naqa, Issam El

    Published in Medical physics (Lancaster) (01-12-2017)
    “…Purpose To investigate deep reinforcement learning (DRL) based on historical treatment plans for developing automated radiation adaptation protocols for…”
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    Prediction of both conserved and nonconserved microRNA targets in animals by Wang, Xiaowei, El Naqa, Issam M.

    Published in Bioinformatics (01-02-2008)
    “…Motivation: MicroRNAs (miRNAs) are involved in many diverse biological processes and they may potentially regulate the functions of thousands of genes…”
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    Machine Learning and Imaging Informatics in Oncology by Tseng, Huan-Hsin, Wei, Lise, Cui, Sunan, Luo, Yi, Ten Haken, Randall K, El Naqa, Issam

    Published in Oncology (01-06-2020)
    “…In the era of personalized and precision medicine, informatics technologies utilizing machine learning (ML) and quantitative imaging are witnessing a rapidly…”
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    Novel Quantitative PET Techniques for Clinical Decision Support in Oncology by Zaidi, Habib, Alavi, Abass, Naqa, Issam El

    Published in Seminars in nuclear medicine (01-11-2018)
    “…Quantitative image analysis has deep roots in the usage of positron emission tomography (PET) in clinical and research settings to address a wide variety of…”
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    Current status of Radiomics for cancer management: Challenges versus opportunities for clinical practice by Li, Hua, El Naqa, Issam, Rong, Yi

    “…Multimodality imaging biomarkers extracted from positron emission tomography (PET), computed tomography (CT), magnetic resonance imaging (MRI), and images in…”
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    Quantum deep reinforcement learning for clinical decision support in oncology: application to adaptive radiotherapy by Niraula, Dipesh, Jamaluddin, Jamalina, Matuszak, Martha M., Haken, Randall K. Ten, Naqa, Issam El

    Published in Scientific reports (07-12-2021)
    “…Subtle differences in a patient’s genetics and physiology may alter radiotherapy (RT) treatment responses, motivating the need for a more personalized…”
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    The role of quantitative PET in predicting cancer treatment outcomes by Naqa, Issam El

    “…Recent years have witnessed increasing use of positron emission tomography (PET) in cancer staging and monitoring. In particular, 18 F-fluoro-2-deoxy- d…”
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    Modeling of Tumor Control Probability in Stereotactic Body Radiation Therapy for Adrenal Tumors by Stumpf, Priscilla K., Yorke, Ellen D., El Naqa, Issam, Cuneo, Kyle C., Grimm, Jimm, Goodman, Karyn A.

    “…Stereotactic body radiation therapy (SBRT) in the management of adrenal metastases is emerging as a well-tolerated, effective method of treatment for patients…”
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    Stereotactic Body Radiation Therapy for Early-Stage Non–Small-Cell Lung Cancer: The Pattern of Failure Is Distant by Bradley, Jeffrey D., M.D, El Naqa, Issam, Ph.D, Drzymala, Robert E., Ph.D, Trovo, Marco, M.D, Jones, Griffin, Denning, Mary Dee, R.N

    “…Background Stereotactic body radiation therapy (SBRT) represents a substantial paradigm shift in the treatment of patients with medically inoperable Stage I/II…”
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