Skip to content

Intelligent Diagnosis and Management System for Prostate Diseases Enabled by Multimodal AI: A Retrospective Study of Integrated MRI-Clinical Text Analysis and End-to-End Decision Support

Intelligent Diagnosis and Management System for Prostate Diseases Enabled by Multimodal AI: A Retrospective Study of Integrated MRI-Clinical Text Analysis and End-to-End Decision Support

Status
Recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2500109965
Enrollment
Unknown
Registered
2025-09-28
Start date
2025-04-25
Completion date
Unknown
Last updated
2025-10-06

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

Conditions

Prostate cancer(PCa)

Interventions

Gold Standard:The pathological diagnosis of the prostate specimen indicates prostate cancer (PCa) or benign prostatic hyperplasia (BPH).
Index test:The prostate disease classification and subtyping diagnostic model developed through the integration of multimodal data (e.g., MRI, PSA, medical history, etc.).

Sponsors

Shanghai Ninth People's Hospital, Shanghai JiaoTong University School of Medicine
Lead Sponsor

Eligibility

Sex/Gender
Male
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: 1. Patients with prostate disease: (1) Patients aged 18 years or older; (2) Those with clear symptoms of PCa (prostate cancer) or BPH (benign prostatic hyperplasia), meeting the diagnostic criteria for prostate diseases; (3) Subjects who fully understand the patient information, declare compliance with the study procedures, and sign the informed consent form. 2.Healthy control population: (1) Patients with prostate puncture negative results and normal PSA levels for prostate hyperplasia, with biopsy or surgical pathology confirming benign conditions; (2) Individuals considered healthy during routine physical examinations conducted in the same period; (3) Observational subjects who fully understand the patient information, declare compliance with the study procedures, and sign the informed consent form.

Exclusion criteria

Exclusion criteria: 1.Patients aged <18 years; 2.Patients with contraindications for contrast-enhanced MRI; 3.Patients deemed ineligible for study participation at the investigator's discretion.

Design outcomes

Primary

MeasureTime frame
f/tPSA;Diagnosis;PSA;

Secondary

MeasureTime frame
Liver Function Test;Renal Function Test;

Countries

China

Contacts

Public ContactBin Xu

Shanghai Ninth People's Hospital, Shanghai JiaoTong University School of Medicine

chxb2004@126.com+86 21 2327 1699

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Feb 4, 2026