Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale

21 January 2020

Yuankai Huo

Papers citing "Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale"

25 / 25 papers shown

Title
3D Universal Lesion Detection and Tagging in CT with Self-Training Jared Frazier T. Mathai Jianfei Liu Angshuman Paul Ronald M. Summers 52 2 0 07 Apr 2025
Correcting Class Imbalances with Self-Training for Improved Universal Lesion Detection and Tagging Alexander Shieh T. Mathai Jianfei Liu Angshuman Paul Ronald M. Summers 82 2 0 07 Apr 2025
MULAN: Multitask Universal Lesion Analysis Network for Joint Lesion Detection, Tagging, and Segmentation K. Yan Youbao Tang Yifan Peng V. Sandfort M. Bagheri Zhiyong Lu Ronald M. Summers MedIm 34 85 0 12 Aug 2019
Attentive CT Lesion Detection Using Deep Pyramid Inference with Multi-Scale Booster Qingbin Shao Lijun Gong Kai Ma Hualuo Liu Yefeng Zheng MedIm 57 36 0 09 Jul 2019
Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels Martin Zlocha Qi Dou Ben Glocker MedIm 39 107 0 05 Jun 2019
Objects as Points Xingyi Zhou Dequan Wang Philipp Krahenbuhl 3DPC 101 3,249 0 16 Apr 2019
CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison Jeremy Irvin Pranav Rajpurkar M. Ko Yifan Yu Silviana Ciurea-Ilcus ... D. Larson C. Langlotz Bhavik Patel M. Lungren A. Ng 110 2,583 0 21 Jan 2019
ULDor: A Universal Lesion Detector for CT Scans with Pseudo Masks and Hard Negative Example Mining Youbao Tang Ke Yan Yuxing Tang Jiamin Liu Jing Xiao Ronald M. Summers MedIm 83 61 0 18 Jan 2019
Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST Jinzheng Cai Youbao Tang Le Lu Adam P. Harrison Ke Yan Jing Xiao Ling Yang Ronald M. Summers MedIm 3DV 97 63 0 02 Jul 2018
3D Context Enhanced Region-based Convolutional Neural Network for End-to-End Lesion Detection Ke Yan M. Bagheri Ronald M. Summers 3DV 3DPC MedIm 98 123 0 25 Jun 2018
Soft Sampling for Robust Object Detection Zhe Wu Navaneeth Bodla Bharat Singh Mahyar Najibi Rama Chellappa L. Davis ObjD 51 72 0 18 Jun 2018
Data Distillation: Towards Omni-Supervised Learning Ilija Radosavovic Piotr Dollár Ross B. Girshick Georgia Gkioxari Kaiming He 71 416 0 12 Dec 2017
MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs Pranav Rajpurkar Jeremy Irvin Aarti Bagul D. Ding Tony Duan ... Robyn L. Ball C. Langlotz K. Shpanskaya M. Lungren A. Ng 52 75 0 11 Dec 2017
Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database Ke Yan Xiaosong Wang Le Lu Ling Zhang Adam P. Harrison M. Bagheri Ronald M. Summers MedIm 63 145 0 28 Nov 2017
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 118 1,931 0 27 Nov 2017
DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion Annotations Ke Yan Xiaosong Wang Le Lu Ronald M. Summers MedIm 60 56 0 04 Oct 2017
Accurate Pulmonary Nodule Detection in Computed Tomography Images Using Deep Convolutional Neural Networks Jia Ding Aoxue Li Zhiqiang Hu Liwei Wang MedIm 51 345 0 14 Jun 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 344 27,129 0 20 Mar 2017
Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition Xiaosong Wang Le Lu Hoo-Chang Shin Lauren Kim M. Bagheri Isabella Nogues Jianhua Yao Ronald M. Summers 50 40 0 23 Jan 2017
Semi-supervised Learning using Denoising Autoencoders for Brain Lesion Detection and Segmentation Alex Varghese Kiran Vaidhya Subramaniam Thirunavukkarasu C. Kesavdas Ganapathy Krishnamurthi MedIm 55 58 0 26 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 729 36,708 0 25 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,426 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 480 62,122 0 04 Jun 2015
A New 2.5D Representation for Lymph Node Detection using Random Sets of Deep Convolutional Neural Network Observations H. Roth Le Lu Ari Seff Kevin M. Cherry Joanne Hoffman Shijun Wang Jiamin Liu E. Turkbey Ronald M. Summers MedIm 60 541 0 06 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 385 43,524 0 01 May 2014