← brief for 2026-09-03 · Regeneration & devices

Deep Learning-Based 3D Kidney Reconstruction from Freehand 2D Ultrasound with Applications to Volumetric Analysis

Key takeaways

This is engineering work on software that builds a 3D picture of a kidney from ordinary handheld ultrasound scans. The aim is to measure kidney size and volume without sending someone for a CT or MRI. It describes how the tool was built and tested rather than what it did for patients. There are no clinical results yet, and it has not been through journal peer review.

Who did this work

Sikai Ge

Source

Paper · OpenAlex, CKD works · 2026-09-01
https://doi.org/10.17638/03198072