Samuel Remedios

Publication Activity (10 Years)

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

Top Topics

Diffusion Weighted

Multiple Instance Learning

Top Venues

Medical Imaging: Image Processing

Publications

Shuo Han, Samuel Remedios, Aaron Carass, Michael Schär, Jerry L. Prince
MR Slice Profile Estimation by Learning to Match Internal Patch Distributions. CoRR (2021)
Shuo Han, Samuel Remedios, Aaron Carass, Michael Schär, Jerry L. Prince
MR Slice Profile Estimation by Learning to Match Internal Patch Distributions. IPMI (2021)
Samuel Remedios, Zihao Wu, Camilo Bermudez, Cailey I. Kerley, Snehashis Roy, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection. Medical Imaging: Image Processing (2020)
Samuel Remedios, Snehashis Roy, Justin A. Blaber, Camilo Bermudez, Vishwesh Nath, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury. Medical Imaging: Image Processing (2019)
Samuel Remedios, Snehashis Roy, Justin A. Blaber, Camilo Bermudez, Vishwesh Nath, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury. CoRR (2019)
Vishwesh Nath, Samuel Remedios, Prasanna Parvathaneni, Colin B. Hansen, Roza G. Bayrak, Camilo Bermudez, Justin A. Blaber, Kurt G. Schilling, Vaibhav A. Janve, Yurui Gao, Yuankai Huo, Ilwoo Lyu, Owen A. Williams, Susan M. Resnick, Lori Beason-Held, Baxter P. Rogers, Iwona Stepniewska, Adam W. Anderson, Bennett A. Landman
Harmonizing 1.5T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators. Medical Imaging: Image Processing (2019)
Vishwesh Nath, Kurt G. Schilling, Samuel Remedios, Roza G. Bayrak, Yurui Gao, Justin A. Blaber, Yuankai Huo, Bennett A. Landman, Adam W. Anderson
Learning 3D White Matter Microstructure from 2D Histology. ISBI (2019)
Samuel Remedios, Dzung L. Pham, John A. Butman, Snehashis Roy
Classifying magnetic resonance image modalities with convolutional neural networks. Medical Imaging: Computer-Aided Diagnosis (2018)
Samuel Remedios, Dzung L. Pham, John A. Butman, Snehashis Roy
Classifying magnetic resonance image modalities with convolutional neural networks. CoRR (2018)
Vishwesh Nath, Prasanna Parvathaneni, Colin B. Hansen, Allison E. Hainline, Camilo Bermudez, Samuel Remedios, Justin A. Blaber, Kurt G. Schilling, Ilwoo Lyu, Vaibhav A. Janve, Yurui Gao, Iwona Stepniewska, Baxter P. Rogers, Allen T. Newton, Larry Taylor Davis, Jeffrey Luci, Adam W. Anderson, Bennett A. Landman
Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Null Space Deep Learning. CoRR (2018)