Publications by authors named "Michele Troiano"

Article Synopsis
  • Studies show HPV-positive and HPV-negative oropharyngeal squamous cell carcinoma (OPSCC) have different molecular profiles, tumor characteristics, and outcomes, highlighting a need for better predictive models.
  • This paper presents an explainable Convolutional Neural Network (CNN) model that predicts HPV status in OPSCC patients using pre-treatment CT images, achieving a 73.50% AUC on an independent test set.
  • The Grad-CAM technique was employed to identify crucial tumor areas related to predictions, suggesting that the model improves classification accuracy by revealing informative regions for clinical use.
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Background And Purpose: Although the latest breakthroughs in radiotherapy (RT) techniques have led to a decrease in adverse event rates, these techniques are still associated with substantial toxicity, including xerostomia. Imaging biomarkers could be useful to predict the toxicity risk related to each individual patient. Our preliminary work aims to develop a radiomic-based support tool exploiting pre-treatment CT images to predict late xerostomia risk in 3 months after RT in patients with oropharyngeal cancer (OPC).

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Aim of this paper is to describe the management of an outbreak of COVID-19 in a slaughtering and meat processing plant in Bari Province (Southern Italy). At the end of the outbreak investigation, 18.4% of the employees were positive to the molecular test for SARS-CoV-2.

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Purpose: The growing incidence of renal cell carcinoma (RCC) raises many questions about the management of these patients. The late clinical presentation, the presence of locally advanced or metastatic disease at diagnosis, the difficulty of radical surgical excision, and radioresistance make it one of the more challenging tumors to treat. The primary objective of this article is to propose an updated and critical review of the role of radiotherapy (RT) in the treatment of RCC.

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Haglund's disease, an inflammation of the retrocalcaneal bursa and a bone enlargement on the back of the heel, is a painful syndrome mainly caused by the exostotic prominence of the posterior calcaneus. Conventional treatment consists of rest, shoewear modification, medical therapy and, in selected cases, surgery. We report the case of a 59-year-old male with a history of severe atraumatic monolateral heel pain treated with foot orthotics, rest and surgery with partial regression of symptoms.

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Background: The benefits of adjuvant radiotherapy in rectal carcinoma are well known. However, there is still considerable uncertainty about the optimal radiation treatment. There is an ongoing debate about the choice between very short treatments immediately followed by surgical resection and prolonged treatments with delayed surgery.

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Introduction: Of all the carcinomas, pancreatic carcinoma (PC) has the highest mortality rate, with a 1- and 5-year survival rate of 25% and less than 5% respectively. This is regardless of the stage at diagnosis.

Areas Covered: In this review relevant literature assessing the evidence regarding preoperative and adjuvant chemoradiotherapy (CRT) is discussed.

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Keloids are defined as excessive scar tissue formation extending beyond the area of the original skin injury and occurring in predisposed individuals. While no single treatment has proven widely effective, several series report excellent outcomes for keloids with post-surgery radiation therapy as described in the literature. We present a patient with recurrent giant keloid of left buttock after several surgical removals, that at physical examination shows the size of 40×22×10 cm in the largest dimension.

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In light with the view that KEAP1 loss of function may impact tumour behavior and modify response to chemotherapeutical agents, we sought to determine whether KEAP1 gene is epigenetically regulated in malignant gliomas. We developed a Quantitative Methylation Specific PCR (QMSP) assay to analyze 86 malignant gliomas and 20 normal brain tissues. The discriminatory power of the assay was assessed by Receiving Operating Characteristics (ROC) curve analysis.

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Aims And Background: Temozolomide, a novel alkylating agent, has shown promising results in the treatment of patients with high-grade gliomas, when used as single agent as well as in combination with radiation therapy.

Materials And Methods: In this report we retrospectively reviewed the clinical outcome of 128 consecutive patients with a diagnosis of high-grade gliomas referred to our Institutions from April 1994 to November 2001. The first 64 patients were treated with radiotherapy alone and the other 64 with a combination of radiotherapy and temozolomide (31 with radiotherapy and adjuvant temozolomide and 33 with radiotherapy and concomitant temozolomide followed by adjuvant temozolomide).

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