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Lauren Kim
Publication Activity (10 Years)
Years Active: 2013-2023
Publications (10 Years): 11
Top Topics
Database
Ct Scans
Automated Segmentation
Image Categorization
Top Venues
CoRR
ISBI
Medical Imaging: Computer-Aided Diagnosis
Medical Image Anal.
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Publications
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Panagiotis Tzirakis
,
Alice Baird
,
Jeffrey A. Brooks
,
Christopher Gagne
,
Lauren Kim
,
Michael Opara
,
Christopher B. Gregory
,
Jacob Metrick
,
Garrett Boseck
,
Vineet Tiruvadi
,
Björn W. Schuller
,
Dacher Keltner
,
Alan Cowen
Large-Scale Nonverbal Vocalization Detection Using Transformers.
ICASSP
(2023)
Alice Baird
,
Panagiotis Tzirakis
,
Jeffrey A. Brooks
,
Lauren Kim
,
Michael Opara
,
Christopher B. Gregory
,
Jacob Metrick
,
Garrett Boseck
,
Dacher Keltner
,
Alan Cowen
State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach.
INTERSPEECH
(2022)
Tal August
,
Lauren Kim
,
Katharina Reinecke
,
Noah A. Smith
Writing Strategies for Science Communication: Data and Computational Analysis.
EMNLP (1)
(2020)
Xiaosong Wang
,
Le Lu
,
Hoo-Chang Shin
,
Lauren Kim
,
Mohammadhadi Bagheri
,
Isabella Nogues
,
Jianhua Yao
,
Ronald M. Summers
Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition.
WACV
(2017)
Xiaosong Wang
,
Le Lu
,
Hoo-Chang Shin
,
Lauren Kim
,
Mohammadhadi Bagheri
,
Isabella Nogues
,
Jianhua Yao
,
Ronald M. Summers
Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition.
CoRR
(2017)
Jiamin Liu
,
David Wang
,
Zhuoshi Wei
,
Le Lu
,
Lauren Kim
,
Evrim Turkbey
,
Ronald M. Summers
Colitis detection on computed tomography using regional convolutional neural networks.
ISBI
(2016)
Hoo-Chang Shin
,
Le Lu
,
Lauren Kim
,
Ari Seff
,
Jianhua Yao
,
Ronald M. Summers
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation.
J. Mach. Learn. Res.
17 (2016)
Xiaosong Wang
,
Le Lu
,
Hoo-Chang Shin
,
Lauren Kim
,
Isabella Nogues
,
Jianhua Yao
,
Ronald M. Summers
Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database.
CoRR
(2016)
Holger R. Roth
,
Le Lu
,
Jiamin Liu
,
Jianhua Yao
,
Ari Seff
,
Kevin M. Cherry
,
Lauren Kim
,
Ronald M. Summers
Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation.
IEEE Trans. Medical Imaging
35 (5) (2016)
Jessica Faruque
,
Sameer K. Antani
,
L. Rodney Long
,
Lauren Kim
,
George R. Thoma
Image similarity ranking of focal computed tomography liver lesions using a 2AFC technique.
Medical Imaging: Image Perception, Observer Performance, and Technology Assessment
(2016)
Jiamin Liu
,
Nathan Lay
,
Zhuoshi Wei
,
Le Lu
,
Lauren Kim
,
Evrim Turkbey
,
Ronald M. Summers
Colitis detection on abdominal CT scans by rich feature hierarchies.
Medical Imaging: Computer-Aided Diagnosis
(2016)
Kevin M. Cherry
,
Brandon Peplinski
,
Lauren Kim
,
Shijun Wang
,
Le Lu
,
Weidong Zhang
,
Jianfei Liu
,
Zhuoshi Wei
,
Ronald M. Summers
Sequential Monte Carlo tracking of the marginal artery by multiple cue fusion and random forest regression.
Medical Image Anal.
19 (1) (2015)
Holger R. Roth
,
Le Lu
,
Jiamin Liu
,
Jianhua Yao
,
Ari Seff
,
Kevin M. Cherry
,
Lauren Kim
,
Ronald M. Summers
Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation.
CoRR
(2015)
Jiamin Liu
,
Divya Narayanan
,
Kevin W. Chang
,
Lauren Kim
,
Evrim Turkbey
,
Le Lu
,
Jianhua Yao
,
Ronald M. Summers
Automated segmentation of the thyroid gland on CT using multi-atlas label fusion and random forest.
ISBI
(2015)
Holger R. Roth
,
Christopher T. Lee
,
Hoo-Chang Shin
,
Ari Seff
,
Lauren Kim
,
Jianhua Yao
,
Le Lu
,
Ronald M. Summers
Anatomy-specific classification of medical images using deep convolutional nets.
CoRR
(2015)
Joanne Hoffman
,
Jiamin Liu
,
Evrim Turkbey
,
Lauren Kim
,
Ronald M. Summers
Automatic identification of IASLC-defined mediastinal lymph node stations on CT scans using multi-atlas organ segmentation.
Medical Imaging: Computer-Aided Diagnosis
(2015)
Jiamin Liu
,
Kevin W. Chang
,
Lauren Kim
,
Evrim Turkbey
,
Le Lu
,
Jianhua Yao
,
Ronald M. Summers
Automated segmentation of thyroid gland on CT images with multi-atlas label fusion and random classification forest.
Medical Imaging: Computer-Aided Diagnosis
(2015)
Hoo-Chang Shin
,
Le Lu
,
Lauren Kim
,
Ari Seff
,
Jianhua Yao
,
Ronald M. Summers
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation.
CoRR
(2015)
Holger R. Roth
,
Christopher T. Lee
,
Hoo-Chang Shin
,
Ari Seff
,
Lauren Kim
,
Jianhua Yao
,
Le Lu
,
Ronald M. Summers
Anatomy-specific classification of medical images using deep convolutional nets.
ISBI
(2015)
Hoo-Chang Shin
,
Le Lu
,
Lauren Kim
,
Ari Seff
,
Jianhua Yao
,
Ronald M. Summers
Interleaved text/image Deep Mining on a large-scale radiology database.
CVPR
(2015)
Fred W. Prior
,
Sarah Jost Fouke
,
Tammie L. Benzinger
,
Alicia Boyd
,
Michael Chicoine
,
Sharath R. Cholleti
,
Matthew Kelsey
,
Bart Keogh
,
Lauren Kim
,
Mikhail Milchenko
,
David G. Politte
,
Stephen Tyree
,
Kilian Q. Weinberger
,
Daniel S. Marcus
Predicting a multi-parametric probability map of active tumor extent using random forests.
EMBC
(2013)