Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation

12 May 2015

Papers citing "Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation"

38 / 38 papers shown

Title
Artificial Intelligence and Deep Learning Algorithms for Epigenetic Sequence Analysis: A Review for Epigeneticists and AI Experts Muhammad Tahir Mahboobeh Norouzi Shehroz S. Khan James Davie Soichiro Yamanaka A. Ashraf 40 1 0 01 Apr 2025
Effective Lymph Nodes Detection in CT Scans Using Location Debiased Query Selection and Contrastive Query Representation in Transformer Qinji Yu Yirui Wang K. Yan Haoshen Li Dazhou Guo ... Na Shen Qifeng Wang Xiaowei Ding X. Ye Dakai Jin MedIm 71 2 0 04 Apr 2024
CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Wei Dai B. Woo Siyu Liu Matthew Marques Craig B. Engstrom P. Greer Stuart Crozier Jason Dowling Shekhar S. Chandra 33 14 0 12 Sep 2021
Deep Learning for Breast Cancer Classification: Enhanced Tangent Function Ashutosh Thapa Abeer Alsadoon P. Prasad Simi Bajaj O. H. Alsadoon Tarik Ahmed Rashid R. Ali Oday D. Jerew MedIm 11 5 0 01 Jul 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 23 574 0 27 May 2021
Predicting invasive ductal carcinoma using a Reinforcement Sample Learning Strategy using Deep Learning Rushabh Patel 13 8 0 26 May 2021
Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation K. R. M. Fernando Cris P Tsokos 36 53 0 09 Mar 2021
CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection Abdul Waheed Muskan Goyal Deepak Gupta Ashish Khanna F. Al-turjman P. Pinheiro MedIm 22 574 0 08 Mar 2021
Generative Adversarial U-Net for Domain-free Medical Image Augmentation Xiaocong Chen Yun Yvonna Li Lina Yao Ehsan Adeli Yu Zhang GAN OOD MedIm 54 17 0 12 Jan 2021
Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT K. Yan Jinzheng Cai Youjing Zheng Adam P. Harrison D. Jin Youbao Tang Yuxing Tang Lingyun Huang Jing Xiao Le Lu 47 84 0 05 Sep 2020
Lymph Node Gross Tumor Volume Detection and Segmentation via Distance-based Gating using 3D CT/PET Imaging in Radiotherapy Zhuotun Zhu D. Jin K. Yan T. Ho X. Ye Dazhou Guo Chun-Hung Chao Jing Xiao Alan Yuille Le Lu 25 30 0 27 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 58 627 0 02 Aug 2020
RTEX: A novel methodology for Ranking, Tagging, and Explanatory diagnostic captioning of radiography exams Vasiliki Kougia John Pavlopoulos P. Papapetrou Max Gordon 32 0 0 11 Jun 2020
Universal Lesion Detection by Learning from Multiple Heterogeneously Labeled Datasets K. Yan Jinzheng Cai Adam P. Harrison D. Jin Jing Xiao Le Lu 23 17 0 28 May 2020
Detecting Scatteredly-Distributed, Small, andCritically Important Objects in 3D OncologyImaging via Decision Stratification Zhuotun Zhu K. Yan D. Jin Jinzheng Cai T. Ho ... Chun-Hung Chao X. Ye Jing Xiao Alan Yuille Le Lu 30 10 0 27 May 2020
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging F. Gao H. Yoon Teresa Wu Xianghua Chu 22 84 0 05 Jun 2019
Road Crack Detection Using Deep Convolutional Neural Network and Adaptive Thresholding Rui Fan M. J. Bocus Yilong Zhu Jianhao Jiao Li Wang Fulong Ma Shanshan Cheng Meilin Liu 14 520 0 18 Apr 2019
3D Context Enhanced Region-based Convolutional Neural Network for End-to-End Lesion Detection Ke Yan M. Bagheri Ronald M. Summers 3DV 3DPC MedIm 69 121 0 25 Jun 2018
A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks Subhashis Banerjee Sushmita Mitra Anmol Sharma B. Uma Shankar 17 14 0 20 Jun 2018
Deep learning and its application to medical image segmentation H. Roth Chen Shen H. Oda M. Oda Y. Hayashi K. Misawa K. Mori MedIm SSeg 48 114 0 23 Mar 2018
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification Maayan Frid-Adar I. Diamant Eyal Klang Michal Amitai Jacob Goldberger H. Greenspan GAN MedIm 43 1,549 0 03 Mar 2018
DeepPap: Deep Convolutional Networks for Cervical Cell Classification Ling Zhang Le Lu Isabella Nogues Ronald M. Summers Shaoxiong Liu Jianhua Yao 27 384 0 25 Jan 2018
Focus: Querying Large Video Datasets with Low Latency and Low Cost Kevin Hsieh Ganesh Ananthanarayanan P. Bodík P. Bahl Matthai Philipose Phillip B. Gibbons O. Mutlu 27 275 0 10 Jan 2018
Applications of Deep Learning and Reinforcement Learning to Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain S. Vassanelli OffRL AI4CE 41 641 0 10 Nov 2017
Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net Mo Zhang Xiang Li Mengjia Xu Quanzheng Li SSeg 23 27 0 23 Oct 2017
Self-paced Convolutional Neural Network for Computer Aided Detection in Medical Imaging Analysis Xiang Li Aoxiao Zhong Ming Lin Ning Guo Mu Sun Arkadiusz Sitek Jieping Ye J. Thrall Quanzheng Li OOD 20 13 0 19 Jul 2017
Classifying Symmetrical Differences and Temporal Change in Mammography Using Deep Neural Networks Thijs Kooi N. Karssemeijer 31 48 0 22 Mar 2017
Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning Marc Aubreville C. Knipfer N. Oetter Christian Jaremenko E. Rodner Joachim Denzler C. Bohr H. Neumann Florian Stelzle Andreas Maier 24 231 0 05 Mar 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 343 10,639 0 19 Feb 2017
Comparison of machine learning methods for classifying mediastinal lymph node metastasis of non-small cell lung cancer from 18F-FDG PET/CT images Hongkai Wang Zongwei Zhou Yingci Li Zhonghua Chen Peiou Lu Wenzhi Wang Wanyu Liu Lijuan Yu 16 197 0 07 Feb 2017
Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation H. Roth Le Lu Nathan S. Lay Adam P. Harrison A. Farag Andrew Sohn Ronald M. Summers 31 285 0 31 Jan 2017
Recurrent Convolutional Networks for Pulmonary Nodule Detection in CT Imaging P. Ypsilantis Giovanni Montana MedIm 16 31 0 28 Sep 2016
Unsupervised Category Discovery via Looped Deep Pseudo-Task Optimization Using a Large Scale Radiology Image Database Xiaosong Wang Le Lu Hoo-Chang Shin Lauren Kim Isabella Nogues Jianhua Yao Ronald M. Summers 22 16 0 25 Mar 2016
Deep Learning in Bioinformatics Seonwoo Min Byunghan Lee Sungroh Yoon AI4CE 3DV 36 1,352 0 21 Mar 2016
$Deep convolutional networks for automated detection of posterior-element fractures on spine CT$ Deep convolutional networks for automated detection of posterior-element fractures on spine CT H. Roth Yinong Wang Jianhua Yao Le Lu Joseph E. Burns Ronald M. Summers MedIm 7 55 0 29 Jan 2016
How much data is needed to train a medical image deep learning system to achieve necessary high accuracy? Junghwan Cho Kyewook Lee Ellie Shin G. Choy Synho Do 33 334 0 19 Nov 2015
Discovery Radiomics for Pathologically-Proven Computed Tomography Lung Cancer Prediction Devinder Kumar M. Shafiee A. Chung Farzad Khalvati M. Haider A. Wong 8 45 0 01 Sep 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,640 0 03 Jul 2012