Search Results for author: Sanjay Jain

Found 5 papers, 1 papers with code

Ordered Semiautomatic Rings with Applications to Geometry

no code implementations11 Mar 2021 ZiYuan Gao, Sanjay Jain, Ji Qi, Philipp Schlicht, Frank Stephan, Jacob Tarr

The present work looks at semiautomatic rings with automatic addition and comparisons which are dense subrings of the real numbers and asks how these can be used to represent geometric objects such that certain operations and transformations are automatic.

Formal Languages and Automata Theory Logic

Capsules for Biomedical Image Segmentation

no code implementations9 Apr 2020 Rodney LaLonde, Ziyue Xu, Ismail Irmakci, Sanjay Jain, Ulas Bagci

The proposed convolutional-deconvolutional capsule network, SegCaps, shows state-of-the-art results while using a fraction of the parameters of popular segmentation networks.

Computed Tomography (CT) Semantic Segmentation

Neural Network Segmentation of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis in Renal Biopsies

no code implementations28 Feb 2020 Brandon Ginley, Kuang-Yu Jen, Avi Rosenberg, Felicia Yen, Sanjay Jain, Agnes Fogo, Pinaki Sarder

Glomerulosclerosis, interstitial fibrosis, and tubular atrophy (IFTA) are histologic indicators of irrecoverable kidney injury.

Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis

1 code implementation18 Dec 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

We track network performance improvements as a function of iteration and quantify the use of this pipeline for the segmentation of renal histologic findings on WSIs.


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