Welcome to the Radiomics Laboratory at USC

The Radiomics Lab is a research group in the Radiology Department at the University of Southern California, Los Angeles. Our multidisciplinary team of radiologists, engineers, researchers, programmers and statisticians are committed to developing image analysis tools, cutting-edge clinical workflows and aiding cost-effective and personalized precision medicine.

With the ever growing capabilities of imaging tumors using various sensor technologies at multiple scales (macro-meso- and micro-scopic) and dimensions (static, 2D, 3D, dynamic etc.), along with technological advances in data extraction and storage, we have been able to extract and analyze a large amount of information relating to tumor behavior and tumor microenvironment than previously possible.

We focus on developing robust computational methods of extracting quantifiable features from medical images encompassing a wide range of imaging modalities and diseases and using it to develop clinical decision support tools to aid diagnosticians to make more informed decisions about the diagnosis as well as prognosis.

We will be at AUA 2020

Stop by to discuss some of our work

Developing a radiomic signature to evaluate the RAS-MAPK pathway in clear cell renal cell carcinoma

Derek Liu, Steven Cen, Gangning Liang, Kimberly Siegmund, Bino Varghese, Suhn Rhie, Xiaomeng Lei, Simin Hajian, Manju Aron, Haris Zahoor, Darryl Hwang, Mihir Desai, Inderbir Gill, Vinay Duddalwar

Predicting CD8+ T Cell infiltration and PD-L1 expression in Renal Cell Carcinoma Using CT Radiomic Signatures

Vinay Duddalwar, Haris Zahoor, Imran Siddiqui, Manju Aron, Bino Varghese, Austin Fullenkamp, Steven Cen, Akash Sali, Anishka D'Souza, Suhn Rhie, Xiaomeng Lei, Marielena Rivas, Derek Liu, Darryl Hwang, David Quinn, Mihir Desai, Inderbir Gill,

Here are some highlights from our more recent work:

Some recent publications

Here are some highlights from our more recent work:

Some recent publications

https://link-springer-com.libproxy1.usc.edu/article/10.1007/s10278-018-0100-0

https://link-springer-com.libproxy1.usc.edu/article/10.1007/s00261-018-1694-x