6 citations · 12 across the 8 of their papers we have counts for
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cs.CV2021
Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes
Joseph Stember, Hrithwik Shalu
Purpose: Image classification is perhaps the most fundamental task in imaging AI. However, labeling images is time-consuming and tedious. We have recently demonstrated that reinfor…
cs.CV2021★ 3 cited
Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images
Joseph Stember, Hrithwik Shalu
Purpose: Image classification may be the fundamental task in imaging artificial intelligence. We have recently shown that reinforcement learning can achieve high accuracy for lesio…
q-bio.QM2021★ 2 cited
Deep Neural Network Based Differential Equation Solver for HIV Enzyme Kinetics
Joseph Stember, Parvathy Jayan, Hrithwik Shalu
Purpose: We seek to use neural networks (NNs) to solve a well-known system of differential equations describing the balance between T cells and HIV viral burden. Materials and Meth…