Rabi Yacoub

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 7

Top Topics

Automated Detection

Diabetes Mellitus

Neural Network Training

Top Venues

Medical Imaging: Digital Pathology

Nat. Mach. Intell.

Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging

Publications

Darshana Govind, Briana A. Santo, Brandon Ginley, Rabi Yacoub, Avi Z. Rosenberg, Kuang-Yu Jen, Vighnesh Walavalkar, Gregory E. Wilding, Amber M. Worral, Imtiaz Mohammad, Pinaki Sarder
Automated detection and quantification of Wilms' Tumor 1-positive cells in murine diabetic kidney disease. Medical Imaging: Digital Pathology (2021)
Kathryn E. Maraszek, Briana A. Santo, Rabi Yacoub, John E. Tomaszewski, Imtiaz Mohammad, Amber M. Worral, Pinaki Sarder
The presence and location of podocytes in glomeruli as affected by diabetes mellitus. Medical Imaging: Digital Pathology (2020)
Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John E. Tomaszewski, Kuang-Yu Jen, Pinaki Sarder
An integrated iterative annotation technique for easing neural network training in medical image analysis. Nat. Mach. Intell. 1 (2) (2019)
Brendon Lutnick, Rabi Yacoub, Kuang-Yu Jen, John E. Tomaszewski, Sanjay Jain, Pinaki Sarder
Deep variational auto-encoders for unsupervised glomerular classification. Medical Imaging: Digital Pathology (2018)
Brendon Lutnick, Brandon Ginley, Darshana Govind, Sean D. McGarry, Peter S. LaViolette, Rabi Yacoub, Sanjay Jain, John E. Tomaszewski, Kuang-Yu Jen, Pinaki Sarder
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis. CoRR (2018)
Olivier Simon, Rabi Yacoub, Sanjay Jain, John E. Tomaszewski, Pinaki Sarder
Examining structural changes in diabetic nephropathy using inter-nuclear distances in glomeruli: a comparison of variously automated methods. Medical Imaging: Digital Pathology (2018)
Daniel W. Shin, Alexander R. Podgorsak, Kenneth Seldeen, Lee Chaves, Shruthi Thomas, Amanda Honan, Sham Abyad, Bruce Troen, Rabi Yacoub, Ciprian N. Ionita
Micro-CT analysis of trabecular parameters gradients in femurs of mice affected by chronic kidney disease. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)