Iva Žuža

Dr. Iva Žuža

orcid

Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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16 April 2021 in British Journal of Radiology
Verified
Journal Article
Closed access
DDDoris Dodig
Doris Dodig
TMTereza Solocki Matić
Tereza Solocki Matić
IŽIva Žuža
Iva Žuža
IPIvan Pavlović
Ivan Pavlović
DMDamir Miletić
Damir Miletić
DMDEAN MARKIĆ
DEAN MARKIĆ
Objectives: Studies show insufficient sensitivity of virtual non-contrast (VNC) reconstructions for stone detection in dual-energy CT urography (DE-CTU). The aim of this study was to investigate if side-by-side-evaluation of both VNC and post-contrast images could increase the sensitivity of single-phase split bolus DE-CTU. Methods: Consecutive patients with haematuria who underwent split bolus DE-CTU on the same dual-source DE-CT scanner were retrospectively enrolled in the study. Intravenous furosemide and oral hydration were employed. Two readers, independently and then jointly in two separate sessions, recorded the location and the longest axial stone diameter on three randomised sets of images: separate VNC and post-contrast images, and side-by-side-reconstructions. True non-contrast (TNC) images served as the standard of reference. Results: A total of 83 urinary stones were detected on TNC images. Independent reader side-by-side-evaluation of VNC and post-contrast images yielded higher stone detection sensitivity (76 and 84%, respectively) compared to evaluation of only VNC (71 and 81%, respectively) or post-contrast images (64 and 80%, respectively). The sensitivity of joint reader evaluation of side-by-side-images reached almost 86% and was not significantly different from TNC images (p = 0.77). All stones larger than 3 mm were correctly detected by side-by-side-evaluation. Dose reduction of 55% could be achieved by omitting TNC scans. Conclusion: Side-by-side-VNC and post-contrast image evaluation enable detection of clinically significant urolithiasis on single-phase split bolus DE-CTU with significant dose reduction. Advances in knowledge: This study shows that single-phase DE-CTU is feasible if VNC imaging is simultaneously utilised with post-contrast images.

1 November 2022 in British Journal of Radiology
Verified
Journal Article
Closed access
IŽIva Žuža
Iva Žuža
DDDoris Dodig
Doris Dodig
IBIvan Brumini
Ivan Brumini
DTDorian Tokmadžić
Dorian Tokmadžić
LOLidija Orlić
Lidija Orlić
DMDEAN MARKIĆ
DEAN MARKIĆ
Objectives: Computerized tomography (CT) is the most accurate method for evaluating pelvic calcifications, which are of utmost importance for planning kidney transplantation (KT). The aim of our study was to evaluate the incidence and distribution of iliac artery calcifications and correlate the novel pelvic calcification score (PCS) with cardiovascular risk factors and graft and overall survival in KT patients. Methods: We retrospectively included 118 KT patients operated at our institution with pretransplant pelvic CT. Calcification morphology, circumference and length of both common and external iliac arteries were independently scored by two uroradiologists. PCS was calculated as the total score sum of all three calcification features in all vessels. PCS correlation with graft and patient survival was performed. Results: Calcification in at least one vascular segment was found in 79% of patients. PCS was significantly higher in male patients (p = 0.006), patients over 55 years (p < 0.001), and patients on haemodialysis (p = 0.016). Patients with a PCS >3 had significantly shorter graft and overall survival rates (p = 0.041 and p = 0.039, respectively). Conclusions: The extent of iliac artery calcification in KT recipients quantified by PCS on pretransplant CT correlates with graft and overall patient survival. A PCS over three was associated with worse clinical outcomes and could become a possible prognostic factor. Advances in knowledge: Our novel PCS is a robust method for quantifying iliac artery calcification burden. Since higher a PCS correlates with worse patient and graft survival, PCS has the potential to become a prognostic factor in kidney transplant patients.

16 October 2024 in Journal of Clinical Medicine
Verified
Journal Article
Open access
PDF file
IŽIva Žuža
Iva Žuža
DDDoris Dodig
Doris Dodig
IBIvan Brumini
Ivan Brumini
MKMate Kutlić
Mate Kutlić
RĐRobert Đurić
Robert Đurić
DMDEAN MARKIĆ
DEAN MARKIĆ
Background: Vascular calcifications (VC) are increasingly prevalent in patients with chronic kidney disease. This study aimed to assess the incidence of iliac artery calcifications in kidney transplant (KT) patients and explore the relationship between iliac VC burden measured by pelvic calcification score (PCS) and renal transplant outcomes. Methods: This prospective study involved 79 KT recipients. VC quantification, using a pre-transplant computed tomography (CT) scan, was performed by assessing calcifications in the common and external iliac arteries bilaterally, resulting in an overall PCS ranging from 0 (no calcifications) to 44 (extensive calcifications). Based on PCS values, patients were divided into three equal-sized groups: PCS Group 1 (PCS 0–4), PCS Group 2 (PCS 5–19), and PCS Group 3 (PCS > 19). Post-transplant outcomes tracked for at least 1 year were patient and graft survival, graft function (urea, creatinine, MAG-3 clearance), and incidence of MACE during the first post-transplant year. Results: Calcifications were present in at least one arterial segment in 61 patients (77.2%). One-year patient survival was 95%, and one-year graft survival was 92.4%. Patients in PCS Group 3 had significantly lower one-year patient and graft survival compared to those in PCS Group 1 and 2 (p = 0.006 and p = 0.008, respectively). MACE and renal function indicators 1-year post-transplant were similar across all PCS groups. Conclusions: Our study demonstrated that a significant majority of KT recipients exhibited iliac VC during pre-transplant CT assessments. Patients in PCS Group 3 exhibited significantly lower one-year patient and graft survival rates compared to those in PCS Groups 1 and 2, indicating that this subgroup may require more intensive post-transplant monitoring and management.

8 January 2024 in Diagnostics
Verified
Journal Article
Open access
PDF file
IBIvan Brumini
Ivan Brumini
DDDoris Dodig
Doris Dodig
IŽIva Žuža
Iva Žuža
KVKlaudija Viškovic
Klaudija Viškovic
AMArmin Mehmedović
Armin Mehmedović
DMDamir Miletić
Damir Miletić
The aim of our study was to establish and compare the diagnostic accuracy and clinical applicability of published chest CT severity scoring systems used for COVID-19 pneumonia assessment and to propose the most efficient CT scoring system with the highest diagnostic performance and the most accurate prediction of disease severity. This retrospective study included 218 patients with PCR-confirmed SARS-CoV-2 infection and chest CT. Two radiologists blindly evaluated CT scans and calculated nine different CT severity scores (CT SSs). The diagnostic validity of CT SSs was tested by ROC analysis. Interobserver agreement was excellent (intraclass correlation coefficient: 0.982–0.995). The predominance of either consolidations or a combination of consolidations and ground-glass opacities (GGOs) was a predictor of more severe disease (both p < 0.005), while GGO prevalence alone was not. Correlation between all CT SSs was high, ranging from 0.848 to 0.971. CT SS 30 had the highest diagnostic accuracy (AUC = 0.805) in discriminating mild from severe COVID-19 disease compared to all the other proposed scoring systems (AUC range 0.755–0.788). In conclusion, CT SS 30 achieved the highest diagnostic accuracy in predicting the severity of COVID-19 disease while maintaining simplicity, reproducibility, and applicability in complex clinical settings.

10 August 2024 in Diagnostics
Verified
Journal Article
Open access
PDF file
IŽIva Žuža
Iva Žuža
TNTin Nadarević
Tin Nadarević
TJTOMISLAV JAKLJEVIC
TOMISLAV JAKLJEVIC
NBNina Bartolović
Nina Bartolović
SKSlavica Kovačić
Slavica Kovačić
Background: Negative CCTA can effectively exclude significant CAD, eliminating the need for further noninvasive or invasive testing. However, in the presence of severe CAD, the accuracy declines, thus necessitating additional testing. The aim of our study was to evaluate the diagnostic performance of noninvasive cFFR derived from CCTA, compared to ICA in detecting hemodynamically significant stenoses in participants with high CAC scores (>400). Methods: This study included 37 participants suspected of having CAD who underwent CCTA and ICA. CAC was calculated and cFFR analyses were performed using an on-site machine learning-based algorithm. Diagnostic accuracy parameters of CCTA and cFFR were calculated on a per-vessel level. Results: The median total CAC score was 870, with an IQR of 642–1370. Regarding CCTA, sensitivity and specificity for RCA were 60% and 67% with an AUC of 0.639; a LAD of 87% and 50% with an AUC of 0.688; an LCX of 33% and 90% with an AUC of 0.617, respectively. Regarding cFFR, sensitivity and specificity for RCA were 60% and 61% with an AUC of 0.606; a LAD of 75% and 54% with an AUC of 0.647; an LCX of 50% and 77% with an AUC of 0.647. No significant differences between AUCs of coronary CTA and cFFR for each vessel were found. Conclusions: Our results showed poor diagnostic accuracy of CCTA and cFFR in determining significant ischemia-related lesions in participants with high CAC scores when compared to ICA. Based on our results and study limitations we cannot exclude cFFR as a method for determining significant stenoses in people with high CAC. A key issue is accurate and detailed lumen segmentation based on good-quality CCTA images.

27 August 2026 in Journal of Clinical Medicine
Verified
Journal Article
Open access
PDF file
AJAnte Jakšić
Ante Jakšić
IŽIva Žuža
Iva Žuža
ISIvan Marin Sušanj
Ivan Marin Sušanj
IVIvan Vukelić
Ivan Vukelić
Josip SpanjolJosip Spanjol
Josip Spanjol
AGAntun Gršković
Antun Gršković
Background: Stress urinary incontinence is one of the most common and debilitating complications following radical prostatectomy. Artificial urinary sphincter (AUS) implantation is the gold standard treatment for moderate to severe post-prostatectomy incontinence. Common complications include device infection, mechanical failure, component migration, urethral erosion, and urethral atrophy, which often require device removal and subsequent reimplantation. To our knowledge, erosion or migration of orthopedic osteosynthesis screws into the lower urinary tract causing new-onset urinary symptoms after AUS implantation has not previously been reported. Case Presentation: A 57-year-old man with an implanted AUS presented to the emergency department with fever, dysuria, and de novo urge incontinence. Intravenous antibiotic therapy was initiated, resulting in resolution of the fever, after which further diagnostic evaluation was performed. Cystoscopy demonstrated normal urethral coaptation and intact urethral mucosa at the cuff site. However, three orthopedic osteosynthesis screws from previous pelvic fracture fixation were identified protruding immediately below the bladder neck. The screws were removed by open surgery during ongoing empirical antimicrobial therapy. Four weeks later, the AUS was reactivated. At 8-month follow-up, the patient remained asymptomatic and maintained the same continence status as following AUS implantation. Conclusions: A detailed history of previous pelvic surgery and orthopedic fixation, together with review of available imaging, is important in candidates for AUS implantation. In patients presenting with new-onset urinary symptoms after AUS implantation, alternative etiologies should be considered, with cross-sectional imaging and cystoscopy used selectively according to the clinical presentation.