Picture for Joseph Stember

Joseph Stember

Kinematics Modeling of Peroxy Free Radicals: A Deep Reinforcement Learning Approach

Add code
Apr 12, 2024
Viaarxiv icon

Deep neuroevolution for limited, heterogeneous data: proof-of-concept application to Neuroblastoma brain metastasis using a small virtual pooled image collection

Add code
Nov 26, 2022
Viaarxiv icon

Deep neuroevolution to predict primary brain tumor grade from functional MRI adjacency matrices

Add code
Nov 26, 2022
Viaarxiv icon

Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder

Add code
Jun 17, 2022
Figure 1 for Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder
Figure 2 for Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder
Figure 3 for Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder
Figure 4 for Deep reinforcement learning for fMRI prediction of Autism Spectrum Disorder
Viaarxiv icon

Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution

Add code
Mar 24, 2022
Figure 1 for Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution
Figure 2 for Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution
Figure 3 for Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution
Figure 4 for Direct evaluation of progression or regression of disease burden in brain metastatic disease with Deep Neuroevolution
Viaarxiv icon

Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes

Add code
Jun 17, 2021
Figure 1 for Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes
Figure 2 for Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes
Figure 3 for Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes
Figure 4 for Deep reinforcement learning with automated label extraction from clinical reports accurately classifies 3D MRI brain volumes
Viaarxiv icon

Deep Neural Network Based Differential Equation Solver for HIV Enzyme Kinetics

Add code
Feb 16, 2021
Figure 1 for Deep Neural Network Based Differential Equation Solver for HIV Enzyme Kinetics
Figure 2 for Deep Neural Network Based Differential Equation Solver for HIV Enzyme Kinetics
Figure 3 for Deep Neural Network Based Differential Equation Solver for HIV Enzyme Kinetics
Figure 4 for Deep Neural Network Based Differential Equation Solver for HIV Enzyme Kinetics
Viaarxiv icon

Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images

Add code
Feb 04, 2021
Figure 1 for Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images
Figure 2 for Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images
Figure 3 for Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images
Figure 4 for Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images
Viaarxiv icon

Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets

Add code
Dec 24, 2020
Figure 1 for Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets
Figure 2 for Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets
Figure 3 for Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets
Figure 4 for Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets
Viaarxiv icon

Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images

Add code
Aug 06, 2020
Figure 1 for Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images
Figure 2 for Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images
Figure 3 for Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images
Figure 4 for Deep reinforcement learning to detect brain lesions on MRI: a proof-of-concept application of reinforcement learning to medical images
Viaarxiv icon