Search Results - "DAmico, A.V."
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Machine Learning for the Prediction of Adverse Pathological Outcomes in Patients Treated with Radical Prostatectomy
Published in International journal of radiation oncology, biology, physics (01-10-2023)“…Extracapsular extension (ECE) and seminal vesicle invasion (SVI) are associated with negative oncologic outcomes in patients with prostate cancer. We have…”
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Indications for Adjuvant Radiation after Radical Prostatectomy as Predicted by Artificial Intelligence-Derived Dominant Intraprostatic Lesion Volume
Published in International journal of radiation oncology, biology, physics (01-10-2023)“…In prostate cancer, PI-RADs scores of dominant intraprostatic lesions (DILs) in multi-parametric magnetic resonance imaging (mpMRI) are prognostic; however,…”
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Machine Learning for the Prediction of Biochemical Recurrence in Patients Treated with Radical Prostatectomy
Published in International journal of radiation oncology, biology, physics (01-10-2023)“…Biochemical recurrence (BCR) occurs in about 40% of patients with prostate cancer following radical prostatectomy (RP). Our goal was to develop a machine…”
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Preoperative Intraprostatic Tumor Volume Is Prognostic for Metastasis after Early Salvage Post-Prostatectomy Radiation Therapy
Published in International journal of radiation oncology, biology, physics (01-10-2024)“…It is difficult to prognosticate outcomes after salvage radiation therapy (RT) and androgen deprivation therapy (ADT) due to initiation of early salvage…”
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Association of Tumor Volume and Radiographic T-Stage for Patients with Localized Prostate Cancer Treated with Radiation or Radical Prostatectomy
Published in International journal of radiation oncology, biology, physics (01-10-2024)“…Tumor volume (VAI) delineated from a deep learning segmentation algorithm has shown to be prognostic for metastasis for patients with localized prostate cancer…”
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Prostate Cancer in Southeast Asia: An Analysis of 2022 Incidence and Mortality Data
Published in International journal of radiation oncology, biology, physics (01-10-2024)“…The Association of Southeast Asian Nations (ASEAN) is an economic union of 10-member states in Southeast Asia, with a population of 685 million representing…”
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Oncologic Outcomes of Upfront Radiation Therapy vs. Surgery, while Accounting for Intraprostatic Tumor Volume
Published in International journal of radiation oncology, biology, physics (01-10-2024)“…Previously, we have shown that intraprostatic tumor volume from magnetic resonance images (MRI), was independently prognostic for metastasis for patients…”
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Apparent Diffusion Coefficient Tumor Volume is the Most Prognostic Radiomic Feature in Localized Prostate Cancer
Published in International journal of radiation oncology, biology, physics (01-10-2024)“…We have previously shown that tumor volume, defined as the volume of a deep learning segmentation result of the intraprostatic tumor on magnetic resonance…”
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Estimating Risk of Biochemical Recurrence after RT Utilizing a Convolutional Neural Network
Published in International journal of radiation oncology, biology, physics (01-10-2024)“…Previously, we demonstrated that a deep learning segmentation algorithm of magnetic resonance images (MRI) could identify dominant intraprostatic lesions…”
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Association between Artificial Intelligence-Derived Tumor Volume and Oncologic Outcomes for Localized Prostate Cancer Treated with Radiation Therapy
Published in International journal of radiation oncology, biology, physics (01-10-2023)“…Although clinical features of multi-parametric magnetic resonance imaging (mpMRI) have been associated with biochemical recurrence in localized prostate…”
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Impact of CT Online Adaptive Radiotherapy on Acute Toxicity in Patients Undergoing Prostate Radiotherapy
Published in International journal of radiation oncology, biology, physics (01-10-2024)“…CT online adaptive (COA) radiotherapy allows daily personalization of radiotherapy plans based on cone beam CT imaging. With COA, daily imaging is acquired,…”
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Prostate Salvage Brachytherapy Utilization and Efficacy over Two Decades at a Single Institution
Published in International journal of radiation oncology, biology, physics (01-10-2024)“…Locally, radiorecurrent prostate cancer (RRPCa) can be treated with salvage brachytherapy. The introduction of prostate-specific PET imaging to detect RRPCa…”
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Machine Learning for the Prediction of Lymph Node Metastasis in Patients with Prostate Cancer
Published in International journal of radiation oncology, biology, physics (01-11-2022)Get full text
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Supplemental Androgen Deprivation Therapy Is More Beneficial Than Supplemental External Beam Radiation Therapy for Men with Unfavorable Intermediate Risk Prostate Cancer Treated with Brachytherapy
Published in International journal of radiation oncology, biology, physics (01-10-2017)Get full text
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