Laura J. Brattain

According to our database¹, Laura J. Brattain authored at least 39 papers between 2011 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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In proceedings

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PhD thesis

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On csauthors.net:

Bibliography

2024

Self-Supervised Edge Detection Reconstruction for Topology-Informed 3D Axon Segmentation and Centerline Detection.

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[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Improved Topological Preservation in 3D Axon Segmentation and Centerline Detection using Geometric Assessment-driven Topological Smoothing (GATS).

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Abdominal Ultrasound Similarity Analysis for Quantitative Longitudinal Liver Fibrosis Staging.

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[DOI]

Proceedings of the Clinical Image-Based Procedures - 13th International Workshop, 2024

2023

Self-Supervised Learning to Improve Topology-Optimized Axon Segmentation and Centerline Detection.

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[DOI]

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Scalable Deep Learning for Pilot Performance Analysis Using Multimodal Physiological Time Series.

[BibT_eX]

[DOI]

Noah Lee

Patrick W. Moore

Laura J. Brattain

Proceedings of the IEEE High Performance Extreme Computing Conference, 2023

Individualized Ultrasound-Guided Intervention Phantom Development, Fabrication, and Proof of Concept.

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[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Fatigue Assessment from Facial Videos using Deep Neural Networks and Engineered Features Informed by Domain Knowledge.

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[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Self-Supervised Learning for Ultrasound Probe Angle Prediction in Plantar Fascia Images.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

Efficient Deep Learning on Wearable Physiological Sensor Data for Pilot Flight Performance Analysis.

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[DOI]

Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

Optimizing MobileNet Algorithms for Real-time Vessel Detection on Smartphones.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2022

Developing a Series of AI Challenges for the United States Department of the Air Force.

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[DOI]

CoRR, 2022

A Scalable Inference Pipeline for 3D Axon Tracing Algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Axon Tracing and Centerline Detection using Topologically-Aware 3D U-Nets.

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[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Transfer Learning for Automated COVID-19 B-Line Classification in Lung Ultrasound.

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[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Annotation-Efficient 3d U-Nets For Brain Plasticity Network Mapping.

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[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Instance Segmentation of Neuronal Nuclei Leveraging Domain Adaptation.

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[DOI]

Proceedings of the 2021 IEEE High Performance Extreme Computing Conference, 2021

2020

Active Learning Pipeline for Brain Mapping in a High Performance Computing Environment.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Self-Supervised Feature Extraction for 3D Axon Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Deep Learning-Based Nuclei Segmentation of Cleared Brain Tissue.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

Deep Learning-Based Automatic Endometrium Segmentation and Thickness Measurement for 2D Transvaginal Ultrasound.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

On-Body Monitoring of Voice-Based Cognitive Load Features in an Auditory Working Memory Task.

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[DOI]

Proceedings of the 16th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2019

2018

Learning-based long-range axon tracing in dense scenes.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Detecting Intracranial Hemorrhage with Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Objective Liver Fibrosis Estimation from Shear Wave Elastography.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Lightweight, on-body, wireless system for ambulatory voice and ambient noise monitoring.

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[DOI]

Proceedings of the 15th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2018

2017

Algorithms for Automatically Pointing Ultrasound Imaging Catheters.

[BibT_eX]

[DOI]

Paul M. Loschak

Laura J. Brattain

Robert D. Howe

IEEE Trans. Robotics, 2017

Automated dense neuronal fiber tracing and connectivity mapping at cellular level.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Wireless Neck-Surface Accelerometer and Microphone on Flex Circuit with Application to Noise-Robust Monitoring of Lombard Speech.

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[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

A cloud-based brain connectivity analysis tool.

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[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

2016

Benchmarking SciDB Data Import on HPC Systems.

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[DOI]

CoRR, 2016

A Framework for Automated Marmoset Vocalization Detection and Classification.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Benchmarking SciDB data import on HPC systems.

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[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

A multimodal sensor system for automated marmoset behavioral analysis.

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[DOI]

Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016

2014

Algorithms for Automated Pointing of Cardiac Imaging Catheters.

[BibT_eX]

[DOI]

Paul M. Loschak

Laura J. Brattain

Robert D. Howe

Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014

Instrument Tracking and Visualization for Ultrasound Catheter Guided Procedures.

[BibT_eX]

[DOI]

Proceedings of the Augmented Environments for Computer-Assisted Interventions, 2014

2013

Automated pointing of cardiac imaging catheters.

[BibT_eX]

[DOI]

Paul M. Loschak

Laura J. Brattain

Robert D. Howe

Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012

Enabling 3D Ultrasound Procedure Guidance through Enhanced Visualization.

[BibT_eX]

[DOI]

Laura J. Brattain

Nikolay V. Vasilyev

Robert D. Howe

Proceedings of the Information Processing in Computer-Assisted Interventions, 2012

2011

Real-Time 4D Ultrasound Mosaicing and Visualization.

[BibT_eX]

[DOI]

Laura J. Brattain

Robert D. Howe

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Simple and effective ultrasound needle guidance system.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Laura J. Brattain

Timeline

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On csauthors.net:

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