Share This Author
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, M. Bagheri, R. Summers
- MedicineIEEE Conference on Computer Vision and Pattern…
- 5 May 2017
TLDR
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
- Hoo-Chang Shin, H. Roth, R. Summers
- Computer ScienceIEEE Transactions on Medical Imaging
- 10 February 2016
TLDR
A large annotated medical image dataset for the development and evaluation of segmentation algorithms
- Amber L. Simpson, M. Antonelli, M. Jorge Cardoso
- Computer ScienceArXiv
- 25 February 2019
TLDR
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation
- H. Roth, Le Lu, R. Summers
- Computer ScienceMICCAI
- 22 June 2015
TLDR
TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-Rays
- Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, R. Summers
- Computer ScienceIEEE/CVF Conference on Computer Vision and…
- 12 January 2018
TLDR
Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique
- H. Greenspan, B. Ginneken, R. Summers
- Computer ScienceIEEE Trans. Medical Imaging
- 29 April 2016
TLDR
DeepPap: Deep Convolutional Networks for Cervical Cell Classification
- Ling Zhang, Le Lu, Isabella Nogues, R. Summers, Shaoxiong Liu, Jianhua Yao
- Computer ScienceIEEE Journal of Biomedical and Health Informatics
- 19 May 2017
TLDR
A New 2.5D Representation for Lymph Node Detection Using Random Sets of Deep Convolutional Neural Network Observations
- H. Roth, Le Lu, R. Summers
- Computer ScienceMICCAI
- 6 June 2014
TLDR
Spatial aggregation of holistically‐nested convolutional neural networks for automated pancreas localization and segmentation☆
- H. Roth, Le Lu, R. Summers
- Computer ScienceMedical Image Anal.
- 31 January 2017
DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning
- K. Yan, Xiaosong Wang, Le Lu, R. Summers
- Computer ScienceJournal of medical imaging
- 1 July 2018
TLDR
...
...