Actively Recruiting
The Value of a Convolutional Neural Network-Based Renal Artery Perfusion Model in Predicting Renal Function After Partial Nephrectomy: A Prospective Study
Led by Shao Pengfei · Updated on 2025-04-17
300
Participants Needed
2
Research Sites
156 weeks
Total Duration
On this page
AI-Summary
What this Trial Is About
The goal of this observational study is to develop a CNN-based machine module to predict postoperative fractional renal function in people who are proposed to undergo partial nephrectomy. The main question it aims to answer is: • Does this machine learning model accurately predict renal function after partial nephrectomy?
CONDITIONS
Official Title
The Value of a Convolutional Neural Network-Based Renal Artery Perfusion Model in Predicting Renal Function After Partial Nephrectomy: A Prospective Study
Who Can Participate
Eligibility Criteria
You may qualify if you...
- People with stage cT1 renal tumors confirmed by preoperative CT or MRI
- People proposed to undergo partial nephrectomy
- Localized renal tumors without lymph node or distant metastases as defined by NCCN guidelines
- ECOG performance status score of 0 or 1
- Life expectancy greater than 10 years
You will not qualify if you...
- People with surgically unresectable lesions
- People with abnormal preoperative renal function (eGFR less than 90 ml/min/1.73m2)
- People who received preoperative molecular targeted therapy, immunotherapy, or chemotherapy
- People with any contraindications to surgery
- People who convert to radical nephrectomy during surgery
- People who receive molecular targeted therapy, immunotherapy, or chemotherapy during postoperative follow-up
- People with serious systemic disease
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 2 locations
1
The First Affiliated Hospital of Nanjing Medical University (Jiangsu Provincial People's Hospital)
Nanjing, Jiangsu, China, 210000
Actively Recruiting
2
The First Affiliated Hospital of Nanjing Medical University (Jiangsu Provincial People's Hospital)
Nanjing, Jiangsu, China, 210036
Not Yet Recruiting
Research Team
S
Shao Pengfei, Professor
CONTACT
M
Miao Haoqi, Postgraduate
CONTACT
How is the study designed?
Study Type
OBSERVATIONAL
Masking
N/A
Allocation
N/A
Model
N/A
Primary Purpose
N/A
Number of Arms
0
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