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1.
J Imaging ; 7(12)2021 Dec 01.
Article in English | MEDLINE | ID: mdl-34940725

ABSTRACT

The aim of this retrospective study is to assess any association between abdominal CT findings and the radiological stage of COVID-19 pneumonia, pulmonary embolism and patient outcomes. We included 158 adult hospitalized COVID-19 patients between 1 March 2020 and 1 March 2021 who underwent 206 abdominal CTs. Two radiologists reviewed all CT images. Pathological findings were classified as acute or not. A subset of patients with inflammatory pathology in ACE2 organs (bowel, biliary tract, pancreas, urinary system) was identified. The radiological stage of COVID pneumonia, pulmonary embolism, overall days of hospitalization, ICU admission and outcome were registered. Univariate statistical analysis coupled with explainable artificial intelligence (AI) techniques were used to discover associations between variables. The most frequent acute findings were bowel abnormalities (n = 58), abdominal fluid (n = 42), hematomas (n = 28) and acute urologic conditions (n = 8). According to univariate statistical analysis, pneumonia stage > 2 was significantly associated with increased frequency of hematomas, active bleeding and fluid-filled colon. The presence of at least one hepatobiliary finding was associated with all the COVID-19 stages > 0. Free abdominal fluid, acute pathologies in ACE2 organs and fluid-filled colon were associated with ICU admission; free fluid also presented poor patient outcomes. Hematomas and active bleeding with at least a progressive stage of COVID pneumonia. The explainable AI techniques find no strong relationship between variables.

2.
AJR Am J Roentgenol ; 203(6): 1171-80, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25415694

ABSTRACT

OBJECTIVE: The purposes of this study were to retrospectively assess the frequency of acute aortic intramural hematoma and evaluate whether the elimination of the unenhanced imaging acquisition series from the dual-phase MDCT angiography (CTA) protocol for chest pain might affect diagnostic accuracy in detecting intramural hematoma and justify the reduced radiation dose. MATERIALS AND METHODS: From October 2006 to November 2012, 306 patients (mean age, 65.0 years) with acute chest pain underwent emergency CTA with a 64-MDCT scanner. Two experienced cardiovascular radiologists, blinded to the diagnosis, assessed the images in two different sessions in which enhanced (single-phase CTA) and combined unenhanced and contrast-enhanced (dual-phase CTA) findings were evaluated. Sensitivity, specificity, and accuracy along with 95% CIs were calculated. Surgical and pathologic diagnoses, including findings at clinical follow-up and any subsequent imaging modality, were used as reference standards. RESULTS: Thirty-six patients were suspected of having intramural hematoma; 16 patients underwent both surgery and transesophageal echocardiography (TEE), and the remaining 20 underwent TEE. Single-phase CTA showed a higher number of false-negative and false-positive results than dual-phase CTA. With intramural hematoma frequency of 12% (95% CI, 8.38-15.91%), sensitivity, specificity, and accuracy were 94.4% (81.3-99.3%), 99.3% (97.4-99.9%), and 98.7% (96.7-99.6%) for combined dual-phase CTA and 68.4% (51.4-82.5%), 96.3% (93.2-98.2%), and 92.8% (89.3-95.4%) for single-phase CTA. Dual-phase was significantly better than single-phase CTA with respect to sensitivity (p=0.002), specificity (p=0.008), overall accuracy (p<0.001), and interrater agreement (p=0.001). CONCLUSION: The frequency of acute aortic intramural hematoma is similar to that previously reported. The acquisition of unenhanced images during the chest pain dual-phase CTA protocol significantly improves diagnostic accuracy over single-phase CTA.


Subject(s)
Aortic Diseases/diagnostic imaging , Coronary Angiography/methods , Hematoma/diagnostic imaging , Radiographic Image Enhancement/methods , Radiography, Dual-Energy Scanned Projection/methods , Tomography, X-Ray Computed/methods , Acute Disease , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity , Single-Blind Method
3.
Hepatology ; 43(6): 1303-10, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16729298

ABSTRACT

Large databases of consecutive patients followed for sufficiently long periods are needed to establish the rates, chronology, and hierarchy of complications of cirrhosis as well as the importance of other potential causes of liver disease. In accordance with this goal, a cohort of patients with compensated cirrhosis due to hepatitis C virus (HCV) was followed for 17 years. Two hundred and fourteen HCV RNA-seropositive patients with Child-Pugh class A cirrhosis who had no previous clinical decompensation were prospectively recruited and followed up with periodic clinical and abdominal ultrasound examinations. During 114 months (range 1-199), hepatocellular carcinoma (HCC) developed in 68 (32%), ascites in 50 (23%), jaundice in 36 (17%), upper gastrointestinal bleeding in 13 (6%), and encephalopathy in 2 (1%), with annual incidence rates of 3.9%, 2.9%, 2.0%, 0.7%, and 0.1%, respectively. Clinical status remained unchanged in 154 (72%) and progressed to Child-Pugh class B in 45 (21%) and class C in 15 (7%). HCC was the main cause of death (44%) and the first complication to develop in 58 (27%) patients, followed by ascites in 29 (14%), jaundice in 20 (9%), and upper gastrointestinal bleeding in 3 (1%). The annual mortality rate was 4.0% per year and was higher in patients with other potential causes of liver disease than in those without them (5.7% vs. 3.6%; P = .04). In conclusion, hepatitis C-related cirrhosis is a slowly progressive disease that may be accelerated by other potential causes of liver disease. HCC was the first complication to develop and the dominant cause for increased mortality.


Subject(s)
Adaptation, Physiological/physiology , Hepacivirus/isolation & purification , Hepatitis C, Chronic/complications , Liver Cirrhosis/etiology , Adaptation, Physiological/drug effects , Adult , Analysis of Variance , Antiviral Agents/therapeutic use , Catheter Ablation/methods , Cohort Studies , Confidence Intervals , Embolization, Therapeutic , Female , Hepatitis C, Chronic/diagnosis , Hepatitis C, Chronic/drug therapy , Humans , Liver Cirrhosis/physiopathology , Liver Cirrhosis/therapy , Liver Function Tests , Male , Middle Aged , Predictive Value of Tests , Prognosis , Registries , Risk Assessment , Severity of Illness Index , Survival Rate , Time Factors
4.
Gastroenterology ; 126(4): 1005-14, 2004 Apr.
Article in English | MEDLINE | ID: mdl-15057740

ABSTRACT

BACKGROUND & AIMS: Significant improvements in management of hepatocellular carcinoma (HCC) have occurred in the last years, but their impact on surveillance outcome is unknown. To clarify this, we compared survival of HCC patients identified along 3 consecutive quinquennia of surveillance. METHODS: A cohort of 417 HCC-free outpatients with compensated cirrhosis was prospectively followed for 148 months (range, 1-213 months) with periodic ultrasound examinations. RESULTS: HCC developed in 112 patients, at a 3.4% rate per year, and was the prime cause of death (n = 54). Forty-six (41%) patients had a single tumor, with a mean size of 3.7 cm, 3.0 cm, and 2.2 cm in the 3 quinquennia (first vs. second: ns; first vs. third: P = 0.017; second vs. third: P = 0.02), and 38 (44%) underwent radical therapy. Mortality rates in HCC patients fell from 45% in the first quinquennium to 37% in the second and 10% in the third (first vs. second: ns; first vs. third: P = 0.0009; second vs. third: P = 0.018) in parallel with a reduction in yearly mortality of treated patients (34%, 28%, and 5%, respectively; first vs. second: ns; second vs. third: P = 0.036; first vs. third: P = 0.0024). After stratification for quinquennium, tumor staging, according to Cancer of the Liver Italian Program (CLIP), was the only independent predictor of survival (P = 0.015). CONCLUSIONS: Cirrhotic patients developing a HCC during the last 5 years of surveillance survived longer than previously, as a consequence of improved management of the tumor and complications of cirrhosis.


Subject(s)
Carcinoma, Hepatocellular/mortality , Liver Cirrhosis/mortality , Liver Neoplasms/mortality , Adult , Aged , Carcinoma, Hepatocellular/pathology , Cause of Death , Female , Humans , Incidence , Liver Cirrhosis/pathology , Liver Neoplasms/pathology , Male , Middle Aged , Neoplasm Staging , Prospective Studies , Survival Analysis
5.
J Vasc Interv Radiol ; 13(10): 995-9, 2002 Oct.
Article in English | MEDLINE | ID: mdl-12397120

ABSTRACT

PURPOSE: To establish whether segmental transcatheter arterial chemoembolization (TACE) treatment may improve the rates of survival in patients with compensated cirrhosis and inoperable hepatocellular carcinoma (HCC). MATERIALS AND METHODS: Fifty-six patients with compensated cirrhosis and inoperable HCC were treated with segmental TACE. One hundred forty treatments (mean, 2.5 per patient; 30-60 mg Epirubicin, 4-10 mL Lipiodol, and Gelfoam particles) were administered. RESULTS: During the 69-month study, 25 patients (45%) died of tumor progression, 12 (21%) of liver failure, nine (16%) of gastrointestinal hemorrhage, and three (5%) of other causes; seven patients (13%) are still alive. The 3-year rate of survival was 32%. Intention-to-treat analysis determined that patients with Child-Pugh class A disease (n = 44; 79%) or a single <5-cm HCC (n = 21; 37%) had a higher rate of survival than those with Child-Pugh class B disease (n = 12; 21%; P <.002) or a larger HCC (n = 35; 63%; P <.02) and patients (n = 41) who were treated with more than one course of TACE had a higher rate of survival than those who were treated with a single TACE procedure (n = 15; P <.0003). Multivariate analysis was used to predict rates of survival by number of treatments (hazard ratio, 0.6; CI, 0.48-0.86; P <.004), Child-Pugh class (hazard ratio, 2.8; CI, 1.41-5.74; P <.003), and tumor size (hazard ratio, 3.8; CI, 1.81-8.01; P <.001). The 3-year rate of survival in patients with Child-Pugh class A disease and a < or =5-cm-HCC (n = 16) was 56%. This result was similar to the 50% 3-year rate of survival in untreated historic controls with similar characteristics. CONCLUSION: The rate of survival in patients with compensated cirrhosis and inoperable HCC did not appear to improve with use of TACE therapy.


Subject(s)
Carcinoma, Hepatocellular/therapy , Chemoembolization, Therapeutic , Liver Cirrhosis/complications , Liver Neoplasms/therapy , Aged , Antibiotics, Antineoplastic/administration & dosage , Carcinoma, Hepatocellular/complications , Carcinoma, Hepatocellular/mortality , Epirubicin/administration & dosage , Female , Gelatin Sponge, Absorbable , Hepatic Artery , Humans , Iodized Oil/administration & dosage , Liver Neoplasms/complications , Liver Neoplasms/mortality , Male , Middle Aged , Multivariate Analysis , Survival Rate
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