Search Results - gaiane+rauch

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Deep learning quantitative MRI platform for predicting breast cancer treatment response
Background Despite major advancements in quantitative medical imaging, accurately forecasting patient-specific treatment outcomes remains a critical unmet need—especially in oncology, where early insights into therapeutic efficacy can profoundly impact survival. The complexity of cancer progression and variability among individuals challenge...
Published: 5/2/2025   |   Inventor(s): Thomas Yankeelov, Casey Stowers, Chengyue Wu, Jonathan Tamir, Sidharth Kumar, Gaiane Rauch, Caroline Chung
Keywords(s):  
Category(s): Life sciences > Medical technology > TechBio (software innovation in healthcare)
Predicting breast cancer response to therapy with MRI and modeling
Background/problem Neoadjuvant therapy (NAT) for cancer treatment is currently based on generalized population-based data such as receptor status, tumor grade, body surface area, and genetic markers. This approach is inherently limited, as it does not account for the unique spatial and physiological characteristics of individual tumors. Consequently,...
Published: 5/2/2025   |   Inventor(s): Thomas Yankeelov, Angela Jarrett, David Hormuth, Anum Kazerouni, Chengyue Wu, Stephanie Barnes, Gaiane Rauch, Caroline Chung
Keywords(s):  
Category(s): Life sciences > Imaging, Life sciences > Diagnostic