Artificial Intelligence & Prostate Cancer

Prostate Cancer Clinical Trial

— QUANTIB  

Official title:

The Role of Artificial Intelligence in the Assessment of Multiparametric Resonance of the Prostate in Prostate Cancer Patients

Clinical Trial Details — Status: Active, not recruiting

Administrative data

• NCT number: NCT06298305
• Other study ID #: QUANTIB
• Status: Active, not recruiting
• Start date: September 1, 2022
• Est. completion date: December 2024

Study information

• Verified date: March 2024
• Source: IRCCS San Raffaele
• Contact: n/a
• Is FDA regulated: No
• Study type: Observational

Clinical Trial Summary

This is a single center, blinded (the mpMRI will be read by expert personnel not aware of the patient's diagnosis ), retrospective study. A total of 200 patients with suspicious prostate cancer (PCa) who underwent, between January 2014 and January 2022, mpMRI of the prostate and subsequent prostate biopsy will identified. All mpMRI images will be retrospectively collected and evaluated using the Quantib Prostate software. In particular, 200 mpMRI with endorectal coil will be read by the expert radiologist and by the Quantib prostate (Quantib B.V. Rotterdam, The Netherlands) software, thus evaluating the predictive characteristics of Quantib Prostate for the identification of suspicious lesions. The sensitivity, specificity, negative predictive value, positive predictive value and accuracy of Quantib Prostate vs. radiologist in detecting csPCa will be evaluated using the biopsy report as reference standard.

Description:

An increasing number of certified software using AI in radiology is becoming available. Nonetheless, the role of AI in the detection of prostate lesions at mpMRI in men with suspicious PCa is still under debate. Specifically, it is unknown whether the use of AI may help clinicians in the decision-making process with a reliable inter-observer agreement compared to assessments done by high-volume experienced dedicated uro-radiologists. In this context, the use of digital platforms available on the market such as Quantib Prostate (Quantib B.V. Rotterdam, The Netherlands) could help in the identification of patients at higher risk of clinically significant PCa (csPCa). Among the other platforms, Quantib Prostate has a validated algorithm for the evaluation of prostate MRI which has been already tested in the clinical setting and which holds a CE mark and authorization for clinical use. Moreover, the use of Quantib Prostate may lead to advantages in terms of time reduction, time-efficiency and diagnostic performance compared with the traditional radiologist approach, with a potential impact on report quality.For these reasons, among the various AI softwares which are currently available, we decided to select Quantib Prostate for these analyses. The potential implication of this study includes: 1. Establishing inter-observer agreement between AI and traditional radiologist approach 2. Time reduction in the diagnosis of suspicious PCa 3. Error reduction within the imaging workflow

Recruitment information / eligibility

• Status: Active, not recruiting
• Enrollment: 200
• Est. completion date: December 2024
• Est. primary completion date: October 10, 2023
• Gender: Male
• Age group: 18 Years and older

Eligibility

Inclusion Criteria:

1. Men at least 18 years of age referred with clinical suspicion of prostate cancer

2. Men who have undergone mpMRI and subsequent targeted plus random systematic prostate biopsies

3. Available pathological report with details regarding the site of positive cores and grade group

4. Serum PSA = 20

5. Patient who underwent a 1.5T mpMRI with or without endorectal coil with the following protocol restrictions and according to recent European Guidelines, each case containing at least the following sequences, will be considered: T2w

• No fat suppression
• At least axial acquisition
• Max voxel size 1.0x1.0x3.0mm DWI
• At least on b-value =800 s/mm^2 required, =1400 s/mm^2 preferred
• ADC map required
• Max voxel size: 2.0x2.0x4.0mm
• Axial scanning protocol only DCE scan
• Recommended temporal resolution <15s
• Axial scanning protocol only Exclusion Criteria: NA

Related Conditions & MeSH terms

• Prostate Cancer
• Prostatic Neoplasms

Intervention

Device:
• Quantib prostate (Quantib B.V. Rotterdam, The Netherlands) software
Quantib Prostate is an AI-driven solution that provides an intuitive workflow for assessment of prostate MRI. The product integrates essential prostate MRI reading features into one workflow making it easy for the user to read, assess and report each patient case from within the same software interface. With automatic forwarding in place, the software preprocesses the MRI right after scanning. This allows the user to access calculations and analysis immediately when they open the software interface. Thanks to these features, the professional may experience an accelerated workflow, making it easier to manage their heavier workload.

Locations

Country	Name	City	State
Italy	IRCCS Ospedale San Raffaele	Milan	MI

Sponsors (1)

Lead Sponsor	Collaborator
IRCCS San Raffaele

Country where clinical trial is conducted

Italy, 

Outcome

Type	Measure	Description	Time frame	Safety issue
Primary	To evaluate the sensitivity, specificity, positive predictive value, negative predictive value, and accuracy in detecting csPCa of Quantib Prostate vs. traditional radiologist reading of mpMRI		12
Secondary	To assess the impact of Quantib Prostate in predicting pathologic outcomes in patients who received radical prostatectomy		12
Secondary	To report time reduction in the diagnosis of suspicious PCa		12