Le Lu

Research.com Recognitions

• 2021 - IEEE Fellow For contributions to machine learning for cancer detection and diagnosis

Overview

Best Publications

• 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

  6037
  Citations

• ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases

  Xiaosong Wang;Yifan Peng;Le Lu;Zhiyong Lu

  5810
  Citations

• TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

  Jieneng Chen;Yongyi Lu;Qihang Yu;Xiangde Luo

  3761
  Citations

• DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation

  Holger R. Roth;Le Lu;Amal Farag;Hoo-Chang Shin

  803
  Citations

• Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation

  Holger R. Roth;Le Lu;Jiamin Liu;Jianhua Yao

  663
  Citations

• DeepPap: Deep Convolutional Networks for Cervical Cell Classification.

  Ling Zhang;Le Lu;Isabella Nogues;Ronald M. Summers

  662
  Citations

• A new 2.5D representation for lymph node detection using random sets of deep convolutional neural network observations.

  Holger R. Roth;Le Lu;Ari Seff;Kevin M. Cherry

  622
  Citations

• TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays

  Xiaosong Wang;Yifan Peng;Le Lu;Zhiyong Lu

  561
  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

  520
  Citations

• Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation

  Hoo-Chang Shin;Kirk Roberts;Le Lu;Dina Demner-Fushman

  392
  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

  321
  Citations

• Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks.

  Mingchen Gao;Ulas Bagci;Le Lu;Aaron Wu

  292
  Citations

• LViT: Language Meets Vision Transformer in Medical Image Segmentation

  Unknown

  250
  Citations

• ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases.

  Xiaosong Wang;Yifan Peng;Le Lu;Zhiyong Lu

  229
  Citations

• Anatomy-specific classification of medical images using deep convolutional nets

  Holger R. Roth;Christopher T. Lee;Hoo-Chang Shin;Ari Seff

  212
  Citations

• NegBio: a high-performance tool for negation and uncertainty detection in radiology reports.

  Yifan Peng;Xiaosong Wang;Le Lu;Mohammadhadi Bagheri

  209
  Citations

• Deep convolutional networks for pancreas segmentation in CT imaging

  Holger R. Roth;Amal Farag;Le Lu;Evrim B. Turkbey

  203
  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

  196
  Citations

• Deep Learning and Convolutional Neural Networks for Medical Image Computing

  Le Lu;Yefeng Zheng;Gustavo Carneiro;Lin Yang

  196
  Citations

• Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking.

  Mengyang Zhao;Aadarsh Jha;Quan Liu;Bryan A. Millis

  185
  Citations

• Interleaved text/image Deep Mining on a large-scale radiology database

  Hoo-Chang Shin;Le Lu;Lauren Kim;Ari Seff

  178
  Citations