Clinical Research Directory

Intraoperative Laser Speckle Imaging Predicts Early Renal Function After Kidney Transplantation

This observational study aims to explore the predictive value of intraoperative laser speckle contrast imaging for early postoperative renal function in kidney transplant recipients. The core research question is: What is the efficacy of intraoperative laser speckle contrast imaging in predicting early postoperative renal function among kidney transplant patients? This study will enroll kidney transplant patients who undergo intraoperative laser speckle contrast imaging and collect relevant evaluation data. Last updated on February 27, 2025

Multimodal Prediction of Postoperative Prognosis After Partial Nephrectomy for Endophytic Renal Cell Carcinoma

This retrospective observational cohort study aims to develop and externally validate an imaging-clinical multimodal fusion model for predicting postoperative prognosis in patients with endophytic renal cell carcinoma undergoing partial nephrectomy. Preoperative computed tomography imaging features, three-dimensional reconstruction-derived tumor characteristics, radiomics features, and clinical variables will be integrated using machine learning and deep learning approaches. The primary objective is to evaluate whether the multimodal model improves prediction of postoperative prognostic outcomes compared with single-modality models based on clinical or imaging features alone.