A tool for analyzing kidney tissue images using cloud technology
A Cloud Based Distributed Tool for Computational Renal Pathology
This study is creating an easy-to-use online tool that uses artificial intelligence to help kidney doctors analyze images of kidney tissue more accurately, so they can better understand kidney diseases and provide improved care for patients.
Quick facts
| Grant type | R21 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | University of Florida NIH-funded |
| Lab location | 1 site (Gainesville, United States) |
| Project ID | NIH-10594498 on NIH RePORTER |
What this research studies
This research focuses on developing a cloud-based tool that utilizes artificial intelligence to analyze digital images of kidney tissue. By employing advanced computational techniques, the project aims to quantify deep features in renal pathology that are often missed in traditional visual assessments. The tool will be designed for easy use by renal pathologists, enabling them to better understand kidney diseases and improve patient care through more precise diagnostics. The research will leverage large datasets from various kidney disease studies to enhance its effectiveness.
Who could benefit from this research
Good fit: Ideal candidates for this research are individuals diagnosed with various kidney disorders, including diabetic nephropathy and nephrotic syndrome.
Not a fit: Patients with acute kidney injuries or those not diagnosed with chronic kidney diseases may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more accurate diagnoses and personalized treatment plans for patients with kidney diseases.
How similar studies have performed: Previous research has shown promise in using computational tools for pathology analysis, indicating potential success for this novel approach in renal pathology.
Where this research is happening
Gainesville, United States
- University of Florida — Gainesville, United States (Active)
Researchers
- Principal investigator: Sarder, Pinaki — University of Florida
- Study coordinator: Sarder, Pinaki
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.