Lauren Kim

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 11

Top Topics

Automated Segmentation

Image Categorization

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Medical Image Anal.

Publications

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)