LeNhaLuMD

Pediatric Emergency Medicine • Bel Air, MD

Clinical Assistant Professor, Emergency Medicine, University of Maryland School of Medicine

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Office
500 Upper Chesapeake Dr
Bel Air, MD 21014
Phone+1 443-643-2110
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Summary

Dr. Le Lu, MD is a pediatric emergency medicine physician in Bel Air, Maryland. She is currently licensed to practice medicine in Maryland and California. She is affiliated with UCSF Medical Center and Zuckerberg San Francisco General Hospital and Trauma Center.

Education & Training

University of California (San Diego) Medical CenterFellowship, Pediatric Emergency Medicine (Pediatrics), 2008 - 2010
University of MarylandResidency, Emergency Medicine, 2005 - 2008
Chicago Medical School at Rosalind Franklin University of Medicine and ScienceClass of 2005

Certifications & Licensure

CA State Medical License 2008 - 2024
MD State Medical License 2010 - 2022
American Board of Emergency Medicine Emergency Medicine
American Board of Emergency Medicine Pediatric Emergency Medicine

Publications & Presentations

PubMed

8 citations
Circle Representation for Medical Object Detection.
Ethan H. Nguyen, Haichun Yang, Ruining Deng, Yuzhe Lu, Zheyu Zhu, Joseph T. Roland, Le Lu, Bennett A. Landman, Agnes B. Fogo, Yuankai Huo> ;IEEE Transactions on Medical Imaging. 2021 Oct 26
18 citations
DeepPrognosis: Preoperative prediction of pancreatic cancer survival and surgical margin via comprehensive understanding of dynamic contrast-enhanced CT imaging and tu...
Jiawen Yao, Yu Shi, Kai Cao, Le Lu, Jianping Lu, Qike Song, Gang Jin, Jing Xiao, Yang Hou, Ling Zhang> ;Medical Image Analysis. 2021 Oct 1
9 citations
Contour Transformer Network for One-Shot Segmentation of Anatomical Structures
Yuhang Lu, Kang Zheng, Weijian Li, Yirui Wang, Adam P. Harrison, Chihung Lin, Song Wang, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao> ;IEEE Transactions on Medical Imaging. 2021 Sep 30
14 citations
Learning From Multiple Datasets With Heterogeneous and Partial Labels for Universal Lesion Detection in CT
Ke Yan, Jinzheng Cai, Youjing Zheng, Adam P. Harrison, Dakai Jin, Youbao Tang, Yuxing Tang, Lingyun Huang, Jing Xiao, Le Lu> ;IEEE Transactions on Medical Imaging. 2021 Sep 30
34 citations
Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning.
C. I. Hsieh, Kang Zheng, Chihung Lin, Ling Mei, Le Lu, Weijian Li, Fang-Ping Chen, Yirui Wang, Xiao-Yun Zhou, Fakai Wang, Guotong Xie, Jing Xiao, Shun Miao, Chang-Fu Kuo> ;Nature Communications. 2021 Sep 16
40 citations
Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking.
Mengyang Zhao, Aadarsh Jha, Quan Liu, Bryan A. Millis, Anita Mahadevan-Jansen, Le Lu, Bennett A. Landman, Matthew J. Tyska, Yuankai Huo> ;Medical Image Analysis. 2021 Jul 1
22 citations
Deep Learning for Fully Automated Prediction of Overall Survival in Patients with Oropharyngeal Cancer Using FDG-PET Imaging.
Nai-Ming Cheng, Jiawen Yao, Jinzheng Cai, Xianghua Ye, Shilin Zhao, Kui Zhao, Wenlan Zhou, Isabella Nogues, Yuankai Huo, Chun-Ta Liao, Hung-Ming Wang, Chien-Yu Lin, Li...> ;Clinical Cancer Research. 2021 May 4
38 citations
A scalable physician-level deep learning algorithm detects universal trauma on pelvic radiographs.
Chi-Tung Cheng, Yirui Wang, Huan-Wu Chen, Po-Meng Hsiao, Chun-Nan Yeh, Chi-Hsun Hsieh, Shun Miao, Jing Xiao, Chien-Hung Liao, Le Lu> ;Nature Communications. 2021 Feb 16
28 citations
DeepTarget: Gross tumor and clinical target volume segmentation in esophageal cancer radiotherapy
Dakai Jin, Dazhou Guo, Tsung-Ying Ho, Adam P. Harrison, Jing Xiao, Chen-Kan Tseng, Le Lu> ;Medical Image Analysis. 2021 Feb 1
8 citations
CircleNet: Anchor-Free Glomerulus Detection with Circle Representation
Haichun Yang, Ruining Deng, Yuzhe Lu, Zheyu Zhu, Ye Chen, Joseph T. Roland, Le Lu, Bennett A. Landman, Agnes B. Fogo, Yuankai Huo> ;Medical Image Computing and Computer-Assisted Intervention. 2020 Oct 4
16 citations
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data
Ling Zhang, Le Lu, Xiaosong Wang, Robert M. Zhu, Mohammadhadi Bagheri, Ronald M. Summers, Jianhua Yao> ;IEEE Transactions on Medical Imaging. 2020 Apr 1
31 citations
Thorax-Net: An Attention Regularized Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography
Hongyu Wang, Haozhe Jia, Le Lu, Yong Xia> ;IEEE Journal of Biomedical and Health Informatics. 2020 Feb 1
126 citations
DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning
Ke Yan, Xiaosong Wang, Le Lu, Ronald M. Summers> ;Journal of Medical Imaging. 2018 Jul 20
55 citations
NegBio: a high-performance tool for negation and uncertainty detection in radiology reports.
Yifan Peng, Xiaosong Wang, Le Lu, Mohammadhadi Bagheri, Ronald M. Summers, Zhiyong Lu> ;AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science. 2018 May 18
114 citations
Spatial aggregation of holistically-nested convolutional neural networks for automated pancreas localization and segmentation.
Holger R. Roth, Le Lu, Nathan Lay, Adam P. Harrison, Amal Farag, Andrew Sohn, Ronald M. Summers> ;Medical Image Analysis. 2018 Apr 1
83 citations
Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks.
Mingchen Gao, Ulas Bagci, Le Lu, Aaron Wu, Mario Buty, Hoo-Chang Shin, Holger R. Roth, Georgios Z. Papadakis, Adrien Depeursinge, Ronald M. Summers, Ziyue Xu, Daniel J...> ;Computer Methods in Biomechanics and Biomedical Engineering. Imaging & Visualization. 2018 Jan 1
23 citations
Detection and diagnosis of colitis on computed tomography using deep convolutional neural networks.
Jiamin Liu, David H. Wang, Le Lu, Zhuoshi Wei, Lauren Kim, Evrim B. Turkbey, Berkman Sahiner, Nicholas Petrick, Ronald M. Summers> ;Medical Physics. 2017 Sep 1
32 citations
Automatic magnetic resonance prostate segmentation by deep learning with holistically nested networks.
Ruida Cheng, Holger R. Roth, Nathan Lay, Le Lu, Baris Turkbey, William Gandler, Evan S. McCreedy, Thomas Pohida, Peter A. Pinto, Peter L. Choyke, Matthew J. McAuliffe,...> ;Journal of Medical Imaging. 2017 Aug 21
55 citations
A Bottom-Up Approach for Pancreas Segmentation Using Cascaded Superpixels and (Deep) Image Patch Labeling
Amal Farag, Le Lu, Holger R. Roth, Jiamin Liu, Evrim B. Turkbey, Ronald M. Summers> ;IEEE Transactions on Image Processing. 2017 Jan 1
41 citations
Pancreas Segmentation in MRI Using Graph-Based Decision Fusion on Convolutional Neural Networks
Jinzheng Cai, Le Lu, Zizhao Zhang, Fuyong Xing, Lin Yang, Qian Yin> ;Medical Image Computing and Computer-Assisted Intervention. 2016 Oct 17
24 citations
Mediastinal lymph node detection and station mapping on chest CT using spatial priors and random forest
Jiamin Liu, Joanne Hoffman, Jocelyn Zhao, Jianhua Yao, Le Lu, Lauren Kim, Evrim B. Turkbey, Ronald M. Summers> ;Medical Physics. 2016 Jul 1
1312 citations
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
Hoo-Chang Shin, Holger R. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, Daniel J. Mollura, Ronald M. Summers> ;IEEE Transactions on Medical Imaging. 2016 Feb 11
6 citations
Automated segmentation of the thyroid gland on thoracic CT scans by multiatlas label fusion and random forest classification.
Divya Narayanan, Jiamin Liu, Lauren M. Kim, Kevin Chang, Le Lu, Jianhua Yao, Evrim B. Turkbey, Ronald M. Summers> ;Journal of Medical Imaging. 2015 Oct 1
11 citations
The Critically Ill Infant with Congenital Heart Disease
Ashley M. Strobel, Le N. Lu> ;Emergency Medicine Clinics of North America. 2015 Aug 1
7 citations
Automatic Segmentation of Spinal Canals in CT Images via Iterative Topology Refinement
Qian Wang, Le Lu, Dijia Wu, Noha Youssry El-Zehiry, Yefeng Zheng, Dinggang Shen, Kevin S. Zhou> ;IEEE Transactions on Medical Imaging. 2015 May 25
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Hospital Affiliations

UCSF Medical CenterSan Francisco, California
Zuckerberg San Francisco General Hospital and Trauma CenterSan Francisco, California