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Application of deep learning in prostate multiparameter magnetic resonance imaging and prostate cancer diagnosis

Application of deep learning in prostate multiparameter magnetic resonance imaging and prostate cancer diagnosis

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2300069832
Enrollment
Unknown
Registered
2023-03-27
Start date
2023-03-31
Completion date
Unknown
Last updated
2023-05-29

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Prostate cancer

Interventions

Gold Standard:transrectal ultrasound-guided prostate biopsy
Index test:deep learning in prostate multiparameter magnetic resonance imaging and prostate cancer diagnosis

Sponsors

Guangdong Provincial People’s Hospital
Lead Sponsor

Eligibility

Sex/Gender
Male
Age
18 Years to 80 Years

Inclusion criteria

Inclusion criteria: ? Have complete clinical data and pathological examination results. ? Prostate lesions were visible on all MR images with clear boundaries.

Exclusion criteria

Exclusion criteria: (1) Previous treatment history of prostate cancer (including: anti hormone therapy, radiotherapy, prostatectomy); (2) There was puncture history within 6 months before MRI examination; (3) The interval between MRI and biopsy was more than 2 weeks; (4) Finally, prostate cancer could not be diagnosed.

Design outcomes

Primary

MeasureTime frame
the free-response receiver operating characteristics;Area under the receiver operating characteristics;weighted ? coefficient;

Secondary

MeasureTime frame
ADC value;Sensitivity;Specificity;

Countries

China

Contacts

Public ContactHulei

Guangdong Provincial People’s Hospital

313533358@qq.com+86 13006141420

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 9, 2026