Publications by authors named "Adalgisa Guerra"

Unlabelled: The objective of this review is to survey radiomics signatures for detecting pathological extracapsular extension (pECE) on magnetic resonance imaging (MRI) in patients with prostate cancer (PCa) who underwent prostatectomy. Scientific Literature databases were used to search studies published from January 2007 to October 2023. All studies related to PCa MRI staging and using radiomics signatures to detect pECE after prostatectomy were included.

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Seminal vesicles play a crucial role in the male reproductive system, as they are responsible for secreting a fluid that forms most of the ejaculate. Seminal vesicles' pathology can present with non-specific symptoms, making imaging diagnosis essential for proper patient management. Various imaging modalities can be used to evaluate these glands, with MRI beneficial in illustrating the spectrum of seminal vesicle disease.

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Background: To build machine learning predictive models for surgical risk assessment of extracapsular extension (ECE) in patients with prostate cancer (PCa) before radical prostatectomy; and to compare the use of decision curve analysis (DCA) and receiver operating characteristic (ROC) metrics for selecting input feature combinations in models.

Methods: This retrospective observational study included two independent data sets: 139 participants from a single institution (training), and 55 from 15 other institutions (external validation), both treated with Robotic Assisted Radical Prostatectomy (RARP). Five ML models, based on different combinations of clinical, semantic (interpreted by a radiologist) and radiomics features computed from T2W-MRI images, were built to predict extracapsular extension in the prostatectomy specimen (pECE+).

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Article Synopsis
  • * Methods: Researchers used the EURAD database to analyze cases from March 2018, categorizing patients based on the O-RADS MRI score to determine the necessity of surgery or follow-up.
  • * Results: The O-RADS MRI score showed high accuracy (97.2%) in identifying masses, potentially reducing unnecessary surgeries for benign cases while only missing a few malignant cases, indicating improved management strategies.
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Objectives: This study aimed to assess the impact of the covariates derived from a predictive model for detecting extracapsular extension on pathology (pECE+) on biochemical recurrence-free survival (BCRFS) within 4 years after robotic-assisted radical prostatectomy (RARP).

Methods: Retrospective data analysis was conducted from a single center between 2015 and 2022. Variables under consideration included prostate-specific antigen (PSA) levels, patient age, prostate volume, MRI semantic features, and Grade Group (GG).

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Recent advancements on nerve-sparing robotic prostatectomy allow fewer side effects such as urinary incontinence and sexual dysfunction. To perform such techniques, it is essential for the surgeon to know if the neurovascular bundle is involved. Despite being the gold-standard imaging method for Prostate Cancer (PCa) staging, Magnetic Resonance Imaging (MRI) lacks high specificity for detecting extracapsular extension (ECE).

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Background: To construct a model based on magnetic resonance imaging (MRI) features and histological and clinical variables for the prediction of pathology-detected extracapsular extension (pECE) in patients with prostate cancer (PCa).

Methods: We performed a prospective 3 T MRI study comparing the clinical and MRI data on pECE obtained from patients treated using robotic-assisted radical prostatectomy (RARP) at our institution. The covariates under consideration were prostate-specific antigen (PSA) levels, the patient's age, prostate volume, and MRI interpretative features for predicting pECE based on the Prostate Imaging-Reporting and Data System (PI-RADS) version 2.

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Article Synopsis
  • Detecting extracapsular extension (ECE) and seminal vesicle invasion in prostate cancer is crucial for treatment decisions and surgical planning, with MRI improving staging accuracy but showing variability by study and radiologist experience.
  • The research aims to evaluate the diagnostic effectiveness of artificial intelligence algorithms for predicting ECE in prostate cancer compared to histopathological results after surgery, using databases like EMBASE and PUBMED for relevant studies.
  • The study does not require ethical approval, and findings will be shared via a peer-reviewed journal, doctoral thesis chapters, and presentations at conferences.
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Importance: Approximately one-quarter of adnexal masses detected at ultrasonography are indeterminate for benignity or malignancy, posing a substantial clinical dilemma.

Objective: To validate the accuracy of a 5-point Ovarian-Adnexal Reporting Data System Magnetic Resonance Imaging (O-RADS MRI) score for risk stratification of adnexal masses.

Design, Setting, And Participants: This multicenter cohort study was conducted between March 1, 2013, and March 31, 2016.

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Urinary tract infection (UTI) is among the most common of bacterial infections. Imaging studies are only required in cases of complicated UTIs. Ultrasound remains the first-line imaging method; however, CT is the gold standard for evaluation of UTIs.

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An isthmocele appears as a fluid pouchlike defect in the anterior uterine wall at the site of a prior cesarean section and ranges in prevalence from 19% to 84%, a direct relation to the increase in cesarean sections performed worldwide. Many definitions have been suggested for the dehiscence resulting from cesarean sections, and we propose standardization with a single term for all cases-isthmocele. Patients are not always symptomatic, but symptoms typically include intermittent abnormal bleeding, pain, and infertility.

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Unlabelled: Adenomyosis is defined as the presence of ectopic endometrial glands and stroma within the myometrium. It is a disease of the inner myometrium and results from infiltration of the basal endometrium into the underlying myometrium. Transvaginal ultrasonography (TVUS) and magnetic resonance imaging (MRI) are the main radiologic tools for this condition.

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Article Synopsis
  • The study focuses on a rare surgical case of deep infiltrating endometriosis affecting the obturator internus muscle and involving the obturator nerve, highlighting the unique challenges of such a condition.
  • The procedure was documented through video and literature review, providing a step-by-step explanation of the surgical approach utilized in this case.
  • A 32-year-old patient underwent laparoscopic removal of an endometriotic lesion causing significant leg pain, and post-surgery, she experienced pain relief and improved mobility without complications.
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Introduction: Although laparoscopy is widely established for ablative urologic procedures, pelvic reconstructive procedures are still mostly performed by open-surgery. As urologists continue to introduce advanced laparoscopic skills to reconstructive urologic procedures, we present our experience with a laparoscopic psoas hitch double ureteral re-implantation in a patient with an ureterovaginal fistula and an ipsilateral duplex urinary system.

Materials And Methods: A 42-year-old patient presented with continuous involuntary urine loss from the vagina after an abdominal hysterectomy.

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Aortic vascular anomalies are complex anatomic entities requiring often complex and problematic surgical approaches. The authors report the clinical case of a Kommerell's diverticulum and right-sided aortic arch. Right-sided aortic arch is an uncommon congenital defect of the aorta and it is rare in the setting of an otherwise normal heart.

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