Optimising Renal Tumour Management Through Artificial Intelligence Modules

Trial statusRecruiting
Trial phaseNot listed
Trial typeObservational
Biological sexAll
Age18+
SponsorShao Pengfei

About this trial

The goal of this observational study is to improve the management of people with renal tumour by multimodal artificial intelligence(AI). It will also measure the accuracy of the predictions from AI models. The main questions it aims to answer are:

1. whether the AI module can accurately provide tumor-related information such as Benign or malignant, subtypes, grading, stage, etc. by learning from preoperative CT images. 2. whether the AI module can help clinicians find out the most suitable surgical programme for people with renal tumor. 3. whether the AI module can integrate CT images and pathology slides, offering supplementary prognostic information to improve postoperative survival.

Participants who complete a CT(usually Contrast-enhanced CT, CECT) examination and undergo radical or partial nephrectomy will carry out active surveillance and record postoperative survival data for 5 years.

Eligibility criteria

Qualifiers

Patients with renal tumor which can be treated by surgery;

Complete CECT within 30 days before surgery;

Patients who fully understand this study and sign the informed consent;

Disqualifiers

Patients with any item missing from the baseline clinical and pathological information;

Patients who has already metastasized by the time the tumor is discovered;

Previous treatment in any form, including surgery, targeted therapy and immunotherapy;

Trial design

Treatments tested in this trial

  • Not listed

Trial groups

No trial groups listed

Sponsors and collaborators

Shao Pengfei

Lead sponsor

The First Affiliated Hospital with Nanjing Medical University

Sponsor institution