John A. Butman

37 papers B 5Journal 12Unranked 20

Year	Rank	Type	Title / Venue / Authors
2022	B	`conf`	Automatic classification of MRI contrasts using a deep Siamese network and one-shot learning. Image Processing Yi-Yu Chou, Samuel W. Remedios, John A. Butman, Dzung L. Pham
2021	J	`jnl`	Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis. CoRR Dzung L. Pham, Yi-Yu Chou, Blake E. Dewey, Daniel S. Reich, John A. Butman, Snehashis Roy
2020	—	`conf`	AdaBoosted Deep Ensembles: Getting Maximum Performance Out of Small Training Datasets. MLMI@MICCAI Syed M. S. Reza, John A. Butman, Deric M. Park, Dzung L. Pham, Snehashis Roy
2020	—	`conf`	Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis. SASHIMI@MICCAI Dzung L. Pham, Yi-Yu Chou, Blake E. Dewey, Daniel S. Reich, John A. Butman, Snehashis Roy
2020	B	`conf`	Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection. Image Processing Samuel Remedios, Zihao Wu, Camilo Bermudez, Cailey I. Kerley, Snehashis Roy, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
2020	—	`conf`	Federated Gradient Averaging for Multi-Site Training with Momentum-Based Optimizers. DART/DCL@MICCAI Samuel W. Remedios, John A. Butman, Bennett A. Landman, Dzung L. Pham
2019	—	`conf`	Cascaded convolutional neural networks for spine chordoma tumor segmentation from MRI. Biomedical Applications in Molecular, Structural, and Functional Imaging Syed M. S. Reza, Snehashis Roy, Deric M. Park, Dzung L. Pham, John A. Butman
2019	B	`conf`	Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury. Image Processing Samuel Remedios, Snehashis Roy, Justin A. Blaber, Camilo Bermudez, Vishwesh Nath, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
2019	J	`jnl`	Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury. CoRR Samuel Remedios, Snehashis Roy, Justin A. Blaber, Camilo Bermudez, Vishwesh Nath, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
2019	J	`jnl`	Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection. CoRR Samuel W. Remedios, Zihao Wu, Camilo Bermudez, Cailey I. Kerley, Snehashis Roy, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
2018	—	`conf`	A deep learning framework for brain extraction in humans and animals with traumatic brain injury. ISBI Snehashis Roy, Andrew K. Knutsen, Alexandru Korotcov, Asamoah Bosomtwi, Bernard Dardzinski, John A. Butman, Dzung L. Pham
2018	—	`conf`	Classifying magnetic resonance image modalities with convolutional neural networks. Computer-Aided Diagnosis Samuel Remedios, Dzung L. Pham, John A. Butman, Snehashis Roy
2018	J	`jnl`	Classifying magnetic resonance image modalities with convolutional neural networks. CoRR Samuel Remedios, Dzung L. Pham, John A. Butman, Snehashis Roy
2018	—	`conf`	Deep learning of resting state networks from independent component analysis. ISBI Yi-Yu Chou, Snehashis Roy, Catie Chang, John A. Butman, Dzung L. Pham
2018	J	`jnl`	Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully Convolutional Neural Networks. CoRR Snehashis Roy, John A. Butman, Daniel S. Reich, Peter A. Calabresi, Dzung L. Pham
2018	J	`jnl`	Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks. CoRR Snehashis Roy, John A. Butman, Dzung L. Pham
2018	J	`jnl`	TBI Contusion Segmentation from MRI using Convolutional Neural Networks. CoRR Snehashis Roy, John A. Butman, Leighton Chan, Dzung L. Pham
2018	—	`conf`	TBI contusion segmentation from MRI using convolutional neural networks. ISBI Snehashis Roy, John A. Butman, Leighton Chan, Dzung L. Pham
2017	—	`conf`	Automatic falx cerebri and tentorium cerebelli segmentation from magnetic resonance images. Biomedical Applications in Molecular, Structural, and Functional Imaging Jeffrey Glaister, Aaron Carass, Dzung L. Pham, John A. Butman, Jerry L. Prince
2017	—	`conf`	Falx Cerebri Segmentation via Multi-atlas Boundary Fusion. MICCAI (1) Jeffrey Glaister, Aaron Carass, Dzung L. Pham, John A. Butman, Jerry L. Prince
2017	J	`jnl`	Robust skull stripping using multiple MR image contrasts insensitive to pathology. NeuroImage Snehashis Roy, John A. Butman, Dzung L. Pham
2017	—	`conf`	Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks. SASHIMI@MICCAI Snehashis Roy, John A. Butman, Dzung L. Pham
2016	—	`conf`	Patch Based Synthesis of Whole Head MR Images: Application To EPI Distortion Correction. SASHIMI@MICCAI Snehashis Roy, Yi-Yu Chou, Amod Jog, John A. Butman, Dzung L. Pham
2016	—	`conf`	Quantification of traumatic meningeal injury using dynamic contrast enhanced (DCE) fluid-attenuated inversion recovery (FLAIR) imaging. Biomedical Applications in Molecular, Structural, and Functional Imaging Marcelo Adrián Castro, Joshua P. Williford, Martin R. Cota, Judy M. MacLaren, Bernard J. Dardzinski, Lawrence L. Latour, Dzung L. Pham, John A. Butman
2015	B	`conf`	Cerebral microbleed segmentation from susceptibility weighted images. Image Processing Snehashis Roy, Amod Jog, Elizabeth M. Sweeney, John A. Butman, Dzung L. Pham
2015	B	`conf`	Intraparenchymal hemorrhage segmentation from clinical head CT of patients with traumatic brain injury. Image Processing Snehashis Roy, Sean Wilkes, Ramon Diaz-Arrastia, John A. Butman, Dzung L. Pham
2010	J	`jnl`	Single-trial fMRI Shows Contralesional Activity Linked to Overt Naming Errors in Chronic Aphasic Patients. J. Cogn. Neurosci. Whitney Anne Postman-Caucheteux, Rasmus M. Birn, Randall H. Pursley, John A. Butman, Jeffrey M. Solomon, Dante Picchioni, Joe McArdle, Allen R. Braun
2010	—	`conf`	Template method to improve brain segmentation from inhomogeneous brain magnetic resonance images at high fields. ISBI Marcelo Adrián Castro, Jianhua Yao, Yuxi Pang, Eva Baker, John A. Butman, David Thomasson
2010	J	`jnl`	Template-Based B IEEE Trans. Medical Imaging Marcelo Adrián Castro, Jianhua Yao, Yuxi Pang, Christabel Lee, Eva Baker, John A. Butman, Iordanis E. Evangelou, David Thomasson
2009	—	`conf`	Segmentation propagation for the automated quantification of ventricle volume from serial MRI. Computer-Aided Diagnosis Marius George Linguraru, John A. Butman
2008	—	`conf`	Assessment of ventricle volume from serial MRI scans in communicating hydrocephalus. ISBI John A. Butman, Marius George Linguraru
2007	J	`jnl`	User-friendly software for the analysis of brain lesions (ABLe). Comput. Methods Programs Biomed. Jeffrey M. Solomon, Vanessa Raymont, Allen R. Braun, John A. Butman, Jordan Henry Grafman
2006	J	`jnl`	Segmentation of brain tumors in 4D MR images using the hidden Markov model. Comput. Methods Programs Biomed. Jeffrey M. Solomon, John A. Butman, Arun Sood
2005	—	`conf`	Segmentation of objects in temporal images using the hidden Markov model. ICIP (1) Jeffrey M. Solomon, John A. Butman, Arun Sood
2004	—	`conf`	Computer Aided Monitoring of Fibrous Dysplasia Disease in Craniofacial Bones. ISBI Jianhua Yao, Michael Collins, John A. Butman, Janice Lee
2004	—	`conf`	Data Driven Brain Tumor Segmentation in MRI Using Probabilistic Reasoning over Space and Time. MICCAI (1) Jeffrey M. Solomon, John A. Butman, Arun Sood
2003	—	`conf`	Heterogeneity of MR Signal Intensity Mapped onto Brain Surface Models. AIPR Andrea J. Rebmann, John A. Butman