Pilot Study for the Assessment of the Best Radiomic Features for Bosniak Cyst Classification Using Phantom and Radiologist Inter-Observer Selection.

Since the Bosniak cysts classification is highly reader-dependent, automated tools based on radiomics could help in the diagnosis of the lesion. This study is an initial step in the search for radiomic features that may be good classifiers of benign-malignant Bosniak cysts in machine learning models. A CCR phantom was used through five CT scanners. Registration was performed with ARIA software, while Quibim Precision was used for feature extraction. R software was used for the statistical analysis. Robust radiomic features based on repeatability and reproducibility criteria were chosen. Excellent correlation criteria between different radiologists during lesion segmentation were imposed. With the selected features, their classification ability in benignity-malignity terms was assessed. From the phantom study, 25.3% of the features were robust. For the study of inter-observer correlation (ICC) in the segmentation of cystic masses, 82 subjects were prospectively selected, finding 48.4% of the features as excellent regarding concordance. Comparing both datasets, 12 features were established as repeatable, reproducible, and useful for the classification of Bosniak cysts and could serve as initial candidates for the elaboration of a classification model. With those features, the Linear Discriminant Analysis model classified the Bosniak cysts in terms of benignity or malignancy with 88.2% accuracy.

Dietary Fat Patterns and Outcomes in Acute Pancreatitis in Spain.

Background/Objective: Evidence from basic and clinical studies suggests that unsaturated fatty acids (UFAs) might be relevant mediators of the development of complications in acute pancreatitis (AP). Objective: The aim of this study was to analyze outcomes in patients with AP from regions in Spain with different patterns of dietary fat intake. Materials and Methods: A retrospective analysis was performed with data from 1,655 patients with AP from a Spanish prospective cohort study and regional nutritional data from a Spanish cross-sectional study. Nutritional data considered in the study concern the total lipid consumption, detailing total saturated fatty acids, UFAs and monounsaturated fatty acids (MUFAs) consumption derived from regional data and not from the patient prospective cohort. Two multivariable analysis models were used: (1) a model with the Charlson comorbidity index, sex, alcoholic etiology, and recurrent AP; (2) a model that included these variables plus obesity. Results: In multivariable analysis, patients from regions with high UFA intake had a significantly increased frequency of local complications, persistent organ failure (POF), mortality, and moderate-to-severe disease in the model without obesity and a higher frequency of POF in the model with obesity. Patients from regions with high MUFA intake had significantly more local complications and moderate-to-severe disease; this significance remained for moderate-to-severe disease when obesity was added to the model. Conclusions: Differences in dietary fat patterns could be associated with different outcomes in AP, and dietary fat patterns may be a pre-morbid factor that determines the severity of AP. UFAs, and particulary MUFAs, may influence the pathogenesis of the severity of AP.

Role of MRI in staging and follow-up of endometrial and cervical cancer: pitfalls and mimickers.

MRI plays important roles in endometrial and cervical cancer assessment, from detection to recurrent disease evaluation. Endometrial cancer (EC) is the most common malignant tumor of the female genital tract in Western countries. EC patients are divided into risk categories based on histopathological tumor type, grade, and myometrial invasion depth. EC is surgically staged using the International Federation of Gynecology and Obstetrics (FIGO) system. Since FIGO (2009) stage correlates with prognosis, preoperative staging is essential for tailored treatment. MRI reveals myometrial invasion depth, which correlates with tumor grade and lymph node metastases, and thus correlates with prognosis. Cervical cancer (CC) is the second most common cancer, and the third leading cause of cancer-related death among females in developing countries. The FIGO Gynecologic Oncology Committee recently revised its CC staging guidelines, allowing staging based on imaging and pathological findings when available. The revised FIGO (2018) staging includes node involvement and thus enables both therapy selection and evaluation, prognosis estimation, and calculation of end results. MRI can accurately assess prognostic indicators, e.g., tumor size, parametrial invasion, pelvic sidewall, and lymph node invasion. Despite these important roles of MRI, radiologists still face challenges due to the technical and interpretation pitfalls of MRI during all phases of endometrial and cervical cancer evaluation. Awareness of mimics that can simulate both cancers is critical. With careful application, functional MRI with DWI and DCE sequences can help establish a correct diagnosis, although it is sometimes necessary to perform biopsy and histopathological analysis.

Incidence and risk factors associated with hepatocellular carcinoma surveillance failure.

BACKGROUND AND AIM: Surveillance for hepatocellular carcinoma (HCC) intends to detect tumors at an early stage to improve survival. The study aims were to assess the frequency and risk factors associated with HCC surveillance failure. METHODS: The study analyzed data from 188 consecutive patients diagnosed with HCC within a surveillance program conducted among 1,242 cirrhotic patients and based on ultrasonography and alpha-fetoprotein (AFP) testing every 3 or 6 months. Program failure was defined as the detection of HCC exceeding the Milan criteria. Variables recorded at entry into the program, during follow-up and at HCC diagnosis, were analyzed. RESULTS: At diagnosis, 50 (26.6%) HCC tumors were beyond the Milan criteria. In univariate analysis, Child-Pugh B at entry (P = 0.03), development of complications of portal hypertension before tumor diagnosis (P = 0.03), and failure to complete the prior screening round (P = 0.02), Child-Pugh B/C (P = 0.001) and AFP ≥ 100 ng/mL (P = 0.03) at diagnosis, were associated with failure. In multivariate analysis, only Child-Pugh B/C (hazard ratio, 3.18; 95% confidence interval, 1.66-6.10, P < 0.001) and AFP ≥ 100 ng/mL, both at diagnosis (hazard ratio, 2.80; 95% confidence interval, 1.37-5.71, P = 0.005), were independently associated with failure. Survival was higher among patients with tumors within the Milan criteria than those with program failure (33.9 vs 7.6 months, P < 0.001). CONCLUSIONS: Approximately 25% of HCC cases diagnosed among patients included in a surveillance program were beyond the Milan criteria. Child-Pugh B/C and AFP ≥ 100 ng/mL at diagnosis were associated with program failure. However, Child-Pugh B at entry and development of liver-related complications during follow-up can be early predictors of failure.

Sarcoma hepático en paciente con cirrosis y antecedente de carcinoma hepatocelular / Liver sarcoma in a patient with cirrhosis and prior hepatocellular carcinoma

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Infarto renal derecho y trombosis venosa secundaria a sepsis por orquiepididimitis en paciente con síndrome de Down / Right renal infarction and venous thrombosis secondary to orchiepididymitis and sepsis in a patient with Down syndrome

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