Laura J. Brattain

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 33

Top Topics

Brain Connectivity

Top Venues

Publications

Alec S. Xu, Nina I. Shamsi, Lars A. Gjesteby, Laura J. Brattain
Self-Supervised Edge Detection Reconstruction for Topology-Informed 3D Axon Segmentation and Centerline Detection. WACV (2024)
Nina I. Shamsi, Alec S. Xu, Lars A. Gjesteby, Laura J. Brattain
Improved Topological Preservation in 3D Axon Segmentation and Centerline Detection using Geometric Assessment-driven Topological Smoothing (GATS). WACV (2024)
Noah Lee, Patrick W. Moore, Laura J. Brattain
Scalable Deep Learning for Pilot Performance Analysis Using Multimodal Physiological Time Series. HPEC (2023)
Nina I. Shamsi, Lars A. Gjesteby, David Chavez, Michael Snyder, Brian S. Eastwood, Matthew G. Fay, Nathan J. O'Connor, Jack R. Glaser, Charles R. Gerfen, Laura J. Brattain
Self-Supervised Learning to Improve Topology-Optimized Axon Segmentation and Centerline Detection. ISBI (2023)
Benjamin W. Roop, Kevin J. Brady, Lars A. Gjesteby, Brian S. Baum, Laura J. Brattain
Self-Supervised Learning for Ultrasound Probe Angle Prediction in Plantar Fascia Images. BSN (2023)
Patrick W. Moore, Hrishikesh M. Rao, Christine Beauchene, Emilie Cowen, Sophia Yuditskaya, Thomas Heldt, Laura J. Brattain
Efficient Deep Learning on Wearable Physiological Sensor Data for Pilot Flight Performance Analysis. BSN (2023)
Lars A. Gjesteby, Ellie Haber, Shoyo Hakozaki, Alec Xu, Nancy DeLosa, Benjamin Roop, Joshua Werblin, Brian Telfer, Laura J. Brattain
Optimizing MobileNet Algorithms for Real-time Vessel Detection on Smartphones. BSN (2023)
Luke Kenworthy, Patrick W. Moore, Hrishikesh M. Rao, Laura J. Brattain, Kevin James, Thomas Heldt
Fatigue Assessment from Facial Videos using Deep Neural Networks and Engineered Features Informed by Domain Knowledge. EMBC (2023)
Theodore T. Pierce, Mark P. Ottensmeyer, Avik Som, Laura J. Brattain, Joshua S. Werblin, Patrick D. Sutphin, Scott Schoen, Matthew R. Johnson, Lars Gjesteby, Brian A. Telfer, Anthony E. Samir
Individualized Ultrasound-Guided Intervention Phantom Development, Fabrication, and Proof of Concept. EMBC (2023)
Dylan Pollack, Lars A. Gjesteby, Michael Snyder, David Chavez, Lee Kamentsky, Kwanghun Chung, Laura J. Brattain
Axon Tracing and Centerline Detection using Topologically-Aware 3D U-Nets. EMBC (2022)
Benjamin Fenelon, Lars A. Gjesteby, Webster Guan, Juhyuk Park, Kwanghun Chung, Laura J. Brattain
A Scalable Inference Pipeline for 3D Axon Tracing Algorithms. HPEC (2022)
Joseph R. Pare, Lars A. Gjesteby, Brian A. Telfer, Melinda M. Tonelli, Megan M. Leo, Ehab Billatos, Jonathan Scalera, Laura J. Brattain
Transfer Learning for Automated COVID-19 B-Line Classification in Lung Ultrasound. EMBC (2022)
Vijay Gadepally, Gregory Angelides, Andrei Barbu, Andrew Bowne, Laura J. Brattain, Tamara Broderick, Armando Cabrera, Glenn Carl, Ronisha Carter, Miriam Cha, Emilie Cowen, Jesse Cummings, Bill Freeman, James R. Glass, Sam Goldberg, Mark Hamilton, Thomas Heldt, Kuan Wei Huang, Phillip Isola, Boris Katz, Jamie Koerner, Yen-Chen Lin, David Mayo, Kyle McAlpin, Taylor Perron, Jean E. Piou, Hrishikesh M. Rao, Hayley Reynolds, Kaira Samuel, Siddharth Samsi, Morgan Schmidt, Leslie Shing, Olga Simek, Brandon Swenson, Vivienne Sze, Jonathan Taylor, Paul Tylkin, Mark Veillette, Matthew L. Weiss, Allan B. Wollaber, Sophia Yuditskaya, Jeremy Kepner
Developing a Series of AI Challenges for the United States Department of the Air Force. CoRR (2022)
Lars A. Gjesteby, Tzofi Klinghoffer, Meagan Ash, Matthew A. Melton, Kevin J. Otto, Damon G. Lamb, Sara N. Burke, Laura J. Brattain
Annotation-Efficient 3d U-Nets For Brain Plasticity Network Mapping. ISBI (2021)
Kevin Brady, Pooya Khorrami, Lars Gjesteby, Laura J. Brattain
Instance Segmentation of Neuronal Nuclei Leveraging Domain Adaptation. HPEC (2021)
Adam Michaleas, Lars Gjesteby, Michael P. Snyder, David Chavez, Meagan Ash, Matthew A. Melton, Damon G. Lamb, Sara N. Burke, Kevin J. Otto, Lee Kamentsky, Webster Guan, Kwanghun Chung, Laura J. Brattain
Active Learning Pipeline for Brain Mapping in a High Performance Computing Environment. HPEC (2020)
Tzofi Klinghoffer, Peter Morales, Young-Gyun Park, Nicholas Evans, Kwanghun Chung, Laura J. Brattain
Self-Supervised Feature Extraction for 3D Axon Segmentation. CVPR Workshops (2020)
Tzofi Klinghoffer, Peter Morales, Young-Gyun Park, Nicholas Evans, Kwanghun Chung, Laura J. Brattain
Self-Supervised Feature Extraction for 3D Axon Segmentation. CoRR (2020)
Szu-Yeu Hu, Hong Xu, Qian Li, Brian A. Telfer, Laura J. Brattain, Anthony E. Samir
Deep Learning-Based Automatic Endometrium Segmentation and Thickness Measurement for 2D Transvaginal Ultrasound. EMBC (2019)
Daryush D. Mehta, Rohan Deshpande, Luke Letter, Edward Froehlich, Andrew M. Siegel, Thomas F. Quatieri, Laura J. Brattain
On-Body Monitoring of Voice-Based Cognitive Load Features in an Auditory Working Memory Task. BSN (2019)
Pooya Khorrami, Kevin Brady, Mark Hernandez, Lars Gjesteby, Sara N. Burke, Damon G. Lamb, Matthew A. Melton, Kevin J. Otto, Laura J. Brattain
Deep Learning-Based Nuclei Segmentation of Cleared Brain Tissue. HPEC (2019)
Mark Hernandez, Adam Brewster, Larry Thul, Brian A. Telfer, Arjun Majumdar, Heejin Choi, Taeyun Ku, Kwanghun Chung, Laura J. Brattain
Learning-based long-range axon tracing in dense scenes. ISBI (2018)
Arjun Majumdar, Laura J. Brattain, Brian A. Telfer, Chad Farris, Jonathan Scalera
Detecting Intracranial Hemorrhage with Deep Learning. EMBC (2018)
Laura J. Brattain, Brian A. Telfer, Manish Dhyani, Joseph R. Grajo, Anthony E. Samir
Objective Liver Fibrosis Estimation from Shear Wave Elastography. EMBC (2018)
Patrick C. Chwalek, Daryush D. Mehta, Brendon Welsh, Catherine Wooten, Kate Byrd, Edward Froehlich, David Maurer, Joseph Lacirignola, Thomas F. Quatieri, Laura J. Brattain
Lightweight, on-body, wireless system for ambulatory voice and ambient noise monitoring. BSN (2018)
Laura J. Brattain, Brian A. Telfer, Siddharth Samsi, Taeyun Ku, Heejin Choi, Kwanghun Chung
Automated dense neuronal fiber tracing and connectivity mapping at cellular level. ISBI (2017)
Daryush D. Mehta, Patrick C. Chwalek, Thomas F. Quatieri, Laura J. Brattain
Wireless Neck-Surface Accelerometer and Microphone on Flex Circuit with Application to Noise-Robust Monitoring of Lombard Speech. INTERSPEECH (2017)
Paul M. Loschak, Laura J. Brattain, Robert D. Howe
Algorithms for Automatically Pointing Ultrasound Imaging Catheters. IEEE Trans. Robotics 33 (1) (2017)
Laura J. Brattain, Mihnea Bulugioiu, Adam Brewster, Mark Hernandez, Heejin Choi, Taeyun Ku, Kwanghun Chung, Vijay Gadepally
A cloud-based brain connectivity analysis tool. HPEC (2017)
Alan Wisler, Laura J. Brattain, Rogier Landman, Thomas F. Quatieri
A Framework for Automated Marmoset Vocalization Detection and Classification. INTERSPEECH (2016)
Siddharth Samsi, Laura J. Brattain, William Arcand, David Bestor, Bill Bergeron, Chansup Byun, Vijay Gadepally, Matthew Hubbell, Michael Jones, Anna Klein, Peter Michaleas, Lauren Milechin, Julie Mullen, Andrew Prout, Antonio Rosa, Charles Yee, Jeremy Kepner, Albert Reuther
Benchmarking SciDB data import on HPC systems. HPEC (2016)
Siddharth Samsi, Laura J. Brattain, William Arcand, David Bestor, Bill Bergeron, Chansup Byun, Vijay Gadepally, Michael Houle, Matthew Hubbell, Michael Jones, Anna Klein, Peter Michaleas, Lauren Milechin, Julie Mullen, Andrew Prout, Antonio Rosa, Charles Yee, Jeremy Kepner, Albert Reuther
Benchmarking SciDB Data Import on HPC Systems. CoRR (2016)
Laura J. Brattain, Rogier Landman, Kerry A. Johnson, Patrick Chwalek, Julia Hyman, Jitendra Sharma, Charles Jennings, Robert Desimone, Guoping Feng, Thomas F. Quatieri
A multimodal sensor system for automated marmoset behavioral analysis. BSN (2016)
Laura J. Brattain, Paul M. Loschak, Cory M. Tschabrunn, Elad Anter, Robert D. Howe
Instrument Tracking and Visualization for Ultrasound Catheter Guided Procedures. AE-CAI (2014)
Paul M. Loschak, Laura J. Brattain, Robert D. Howe
Algorithms for Automated Pointing of Cardiac Imaging Catheters. CARE@MICCAI (2014)
Paul M. Loschak, Laura J. Brattain, Robert D. Howe
Automated pointing of cardiac imaging catheters. ICRA (2013)
Laura J. Brattain, Nikolay V. Vasilyev, Robert D. Howe
Enabling 3D Ultrasound Procedure Guidance through Enhanced Visualization. IPCAI (2012)
Laura J. Brattain, Robert D. Howe
Real-Time 4D Ultrasound Mosaicing and Visualization. MICCAI (1) (2011)
Laura J. Brattain, Caspar Floryan, Oliver P. Hauser, Michael Nguyen, Robert J. Yong, Samuel B. Kesner, Stephen B. Corn, Conor J. Walsh
Simple and effective ultrasound needle guidance system. EMBC (2011)