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Laura Brattain

Laura Brattain

Harvard University

H-index: 13

North America-United States

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About Laura Brattain

Laura Brattain, With an exceptional h-index of 13 and a recent h-index of 11 (since 2020), a distinguished researcher at Harvard University, specializes in the field of biomedical image analysis, machine learning, computer vision, high performance computing, robotics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Systems and methods for guided airway cannulation

Transfer Learning-Based B-Line Assessment of Lung Ultrasound for Acute Heart Failure

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

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

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

Systems and methods for guided intervention

Self-supervised learning to improve topology-optimized axon segmentation and centerline detection

Abstract No. 21 Development of 3D-Printed Individualized Vascular Phantoms for Artificial Intelligence (AI) Enabled Interventional Device Testing

Laura Brattain Information

University

Position

MIT Lincoln Laboratory, Mass General Hospital

Citations(all)

733

Citations(since 2020)

572

Cited By

306

hIndex(all)

13

hIndex(since 2020)

11

i10Index(all)

17

i10Index(since 2020)

13

Email

University Profile Page

Google Scholar

Laura Brattain Skills & Research Interests

biomedical image analysis

machine learning

computer vision

high performance computing

robotics

Top articles of Laura Brattain

Systems and methods for guided airway cannulation

2024/4/25

Transfer Learning-Based B-Line Assessment of Lung Ultrasound for Acute Heart Failure

Ultrasound in Medicine & Biology

2024/2/29

Gaurav Choudhary
Gaurav Choudhary

H-Index: 1

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

2024

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

2024

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

2023/7/24

Matthew R Johnson
Matthew R Johnson

H-Index: 29

Systems and methods for guided intervention

2023/4/27

Self-supervised learning to improve topology-optimized axon segmentation and centerline detection

2023/4/18

Michael Snyder
Michael Snyder

H-Index: 118

Abstract No. 21 Development of 3D-Printed Individualized Vascular Phantoms for Artificial Intelligence (AI) Enabled Interventional Device Testing

Journal of Vascular and Interventional Radiology

2023/3/1

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

2023/10/9

Efficient deep learning on wearable physiological sensor data for pilot flight performance analysis

2023/10/9

Christine Beauchene
Christine Beauchene

H-Index: 3

Thomas Heldt
Thomas Heldt

H-Index: 16

Optimizing MobileNet Algorithms for Real-time Vessel Detection on Smartphones

2023/10/9

Brian Telfer
Brian Telfer

H-Index: 6

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

2023/9/25

Fatigue assessment from facial videos using deep neural networks and engineered features informed by domain knowledge

2023/7/24

Kevin James
Kevin James

H-Index: 6

Thomas Heldt
Thomas Heldt

H-Index: 16

Contrast-enhanced ultrasound to detect active bleeding

The Journal of the Acoustical Society of America

2022/10/1

Viksit Kumar
Viksit Kumar

H-Index: 10

Brian Telfer
Brian Telfer

H-Index: 6

Laura Brattain
Laura Brattain

H-Index: 10

A Scalable Inference Pipeline for 3D Axon Tracing Algorithms

2022/9/19

Juhyuk Park
Juhyuk Park

H-Index: 8

Kwanghun Chung
Kwanghun Chung

H-Index: 5

Developing a series of ai challenges for the united states department of the air force

2022/9/19

Vijay Gadepally
Vijay Gadepally

H-Index: 24

Tamara Broderick
Tamara Broderick

H-Index: 20

Miriam Cha
Miriam Cha

H-Index: 10

James Glass
James Glass

H-Index: 49

Mark Hamilton
Mark Hamilton

H-Index: 6

Thomas Heldt
Thomas Heldt

H-Index: 16

Kuan Wei Huang
Kuan Wei Huang

H-Index: 1

Phillip Isola
Phillip Isola

H-Index: 32

Boris Katz
Boris Katz

H-Index: 21

Yen-Chen Lin
Yen-Chen Lin

H-Index: 3

Vivienne Sze
Vivienne Sze

H-Index: 35

Jonathan Taylor
Jonathan Taylor

H-Index: 12

Mark Veillette
Mark Veillette

H-Index: 7

Jeremy Kepner
Jeremy Kepner

H-Index: 33

Multimodal physiological monitoring during virtual reality piloting tasks

2022/8

Hrishikesh Rao
Hrishikesh Rao

H-Index: 4

Laura Brattain
Laura Brattain

H-Index: 10

Gregory Ciccarelli
Gregory Ciccarelli

H-Index: 8

Vivienne Sze
Vivienne Sze

H-Index: 35

Tamara Broderick
Tamara Broderick

H-Index: 20

Thomas Heldt
Thomas Heldt

H-Index: 16

Axon tracing and centerline detection using topologically-aware 3d u-nets

2022/7/11

Michael Snyder
Michael Snyder

H-Index: 118

Kwanghun Chung
Kwanghun Chung

H-Index: 5

Transfer learning for automated COVID-19 B-line classification in lung ultrasound

2022/7/11

Integrated platform for multi-scale molecular imaging and phenotyping of the human brain

BioRxiv

2022/3/15

Juhyuk Park
Juhyuk Park

H-Index: 8

Ji Wang
Ji Wang

H-Index: 7

Seo Woo Choi
Seo Woo Choi

H-Index: 3

Michael Snyder
Michael Snyder

H-Index: 118

Qiangge Zhang
Qiangge Zhang

H-Index: 9

Dae Hee Yun
Dae Hee Yun

H-Index: 3

Guoping Feng
Guoping Feng

H-Index: 60

Kwanghun Chung
Kwanghun Chung

H-Index: 5

See List of Professors in Laura Brattain University(Harvard University)