S
Sankeerth S. Garapati
Researcher at University of Michigan
Publications - 2
Citations - 80
Sankeerth S. Garapati is an academic researcher from University of Michigan. The author has contributed to research in topics: Support vector machine & Bladder cancer. The author has an hindex of 2, co-authored 2 publications receiving 58 citations.
Papers
More filters
Journal ArticleDOI
Urinary bladder cancer staging in CT urography using machine learning.
Sankeerth S. Garapati,Lubomir M. Hadjiiski,Kenny H. Cha,Heang Ping Chan,Elaine M. Caoili,Richard H. Cohan,Alon Z. Weizer,Ajjai Alva,Chintana Paramagul,Jun Wei,Chuan Zhou +10 more
TL;DR: The predictive model developed in this study shows promise as a classification tool for stratifying bladder cancer into two staging categories: greater than or equal to stage T2 and belowStage T2.
Proceedings ArticleDOI
Automatic staging of bladder cancer on CT urography
Sankeerth S. Garapati,Lubomir M. Hadjiiski,Kenny H. Cha,Heang Ping Chan,Elaine M. Caoili,Richard H. Cohan,Alon Z. Weizer,Ajjai Alva,Chintana Paramagul,Jun Wei,Chuan Zhou +10 more
TL;DR: A preliminary method to stage bladder cancer using an objective decision support system that merges the information in a predictive model based on statistical outcomes of previous cases and machine learning shows promise for assisting in assessing the bladder cancer stage.