Learning to diagnose from scratch by exploiting dependencies among labels

28 October 2017

Papers citing "Learning to diagnose from scratch by exploiting dependencies among labels"

38 / 88 papers shown

Title
Dynamic Graph Correlation Learning for Disease Diagnosis with Incomplete Labels Daizong Liu Shuangjie Xu Pan Zhou Kun He Wei Wei Zichuan Xu 18 1 0 26 Feb 2020
CheXclusion: Fairness gaps in deep chest X-ray classifiers Laleh Seyyed-Kalantari Guanxiong Liu Matthew B. A. McDermott Irene Y. Chen Marzyeh Ghassemi OOD 23 284 0 14 Feb 2020
Deep Learning-based End-to-end Diagnosis System for Avascular Necrosis of Femoral Head Yang Li Yan Li H. Tian MedIm 17 18 0 12 Feb 2020
Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes R. Draelos D. Dov Maciej Mazurowski J. Lo Ricardo Henao Geoffrey D. Rubin Lawrence Carin 17 68 0 12 Feb 2020
Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays Mohammad Hashir H. Bertrand Joseph Paul Cohen 20 24 0 07 Feb 2020
Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification Zhichao Lu Ian Whalen Yashesh D. Dhebar Kalyanmoy Deb E. Goodman W. Banzhaf Vishnu Naresh Boddeti 14 10 0 03 Dec 2019
Learning to estimate label uncertainty for automatic radiology report parsing Tobi Olatunji Linxing Yao UQCV MedIm 9 2 0 01 Oct 2019
Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World Julianna D. Ianni R. Soans Sivaramakrishnan Sankarapandian R. V. Chamarthi Devi Ayyagari ... Coleman C. Stavish K. Motaparthi C. Cockerell T. A. Feeser Jason B. Lee 21 14 0 24 Sep 2019
Localization with Limited Annotation for Chest X-rays Eyal Rozenberg Daniel Freedman A. Bronstein 9 16 0 19 Sep 2019
Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels Sebastian Gündel Florin-Cristian Ghesu Sasa Grbic Eli Gibson Bogdan Georgescu Andreas Maier Dorin Comaniciu 28 25 0 15 May 2019
Learning Interpretable Features via Adversarially Robust Optimization Ashkan Khakzar Shadi Albarqouni Nassir Navab MedIm FAtt 9 14 0 09 May 2019
Early Diagnosis of Pneumonia with Deep Learning Can Jozef Saul Deniz Yagmur Urey Can Doruk Taktakoglu AI4CE 6 33 0 01 Apr 2019
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays Chengsheng Mao Liang Yao Yuan Luo MedIm GNN 39 56 0 31 Mar 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 12 2,539 0 21 Jan 2019
XNet: A convolutional neural network (CNN) implementation for medical X-Ray image segmentation suitable for small datasets Joseph Aylett-Bullock C. Cuesta-Lázaro Arnau Quera-Bofarull 27 101 0 03 Dec 2018
Deep Learning for Automated Classification of Tuberculosis-Related Chest X-Ray: Dataset Specificity Limits Diagnostic Performance Generalizability S. Sathitratanacheewin K. Pongpirul 18 10 0 13 Nov 2018
Deep Learning Predicts Hip Fracture using Confounding Patient and Healthcare Variables Giovanni Sutanto J. Zech Luke Oakden-Rayner Yevgen Chebotar Manway Liu William Gale M. McConnell Ankur Handa Thomas M. Snyder Dieter Fox AI4CE OOD 19 241 0 08 Nov 2018
SDFN: Segmentation-based Deep Fusion Network for Thoracic Disease Classification in Chest X-ray Images Han Liu Lei Wang Y. Nan F. Jin Qi Wang J. Pu 98 94 0 30 Oct 2018
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images Chengsheng Mao Yiheng Pan Zexian Zeng Liang Yao Yuan Luo MedIm 11 32 0 20 Sep 2018
Dynamic Routing on Deep Neural Network for Thoracic Disease Classification and Sensitive Area Localization Yan Shen Mingchen Gao MedIm 33 52 0 17 Aug 2018
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem Z. Ge Dwarikanath Mahapatra S. Sedai R. Garnavi R. Chakravorty 19 50 0 19 Jul 2018
Weakly Supervised Deep Learning for Thoracic Disease Classification and Localization on Chest X-rays Chaochao Yan Jiawen Yao Ruoyu Li Zheng Xu Junzhou Huang 22 118 0 16 Jul 2018
ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography Hongyu Wang Yong-quan Xia 26 106 0 09 Jul 2018
Vulnerability Analysis of Chest X-Ray Image Classification Against Adversarial Attacks Saeid Asgari Taghanaki A. Das Ghassan Hamarneh MedIm 35 52 0 09 Jul 2018
A Weakly Supervised Adaptive DenseNet for Classifying Thoracic Diseases and Identifying Abnormalities Bo Zhou Yuemeng Li Jiangcong Wang MedIm 17 26 0 03 Jul 2018
Iterative Attention Mining for Weakly Supervised Thoracic Disease Pattern Localization in Chest X-Rays Jinzheng Cai Le Lu Adam P. Harrison Xiaoshuang Shi Pingjun Chen L. Yang 25 54 0 03 Jul 2018
Towards Radiologist-Level Accurate Deep Learning System for Pulmonary Screening Mrinal Haloi K. Rajalakshmi Pradeep Walia LM&MA MedIm 17 14 0 25 Jun 2018
Large Scale Automated Reading of Frontal and Lateral Chest X-Rays using Dual Convolutional Neural Networks Jonathan Rubin Deepan Sanghavi Claire Zhao Kathy Lee Ashequl Qadir M. Xu-Wilson MedIm 14 84 0 20 Apr 2018
Automated diagnosis of pneumothorax using an ensemble of convolutional neural networks with multi-sized chest radiography images Tae Joon Jun Dohyeun Kim Daeyoung Kim 6 10 0 18 Apr 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions L. Yao Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 26 120 0 21 Mar 2018
Development and Validation of Deep Learning Algorithms for Detection of Critical Findings in Head CT Scans Sasank Chilamkurthy Rohit Ghosh Swetha Tanamala Mustafa Biviji N. Campeau V. Venugopal V. Mahajan Pooja Rao Prashant Warier 13 103 0 13 Mar 2018
Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks Sebastian Gündel Sasa Grbic Bogdan Georgescu S. Kevin Zhou L. Ritschl A. Meier Dorin Comaniciu 14 192 0 12 Mar 2018
Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification Ivo M. Baltruschat H. Nickisch M. Grass T. Knopp A. Saalbach 18 378 0 06 Mar 2018
Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification Q. Guan Yaping Huang Zhun Zhong Zhedong Zheng Liang Zheng Yi Yang 8 258 0 30 Jan 2018
DeepRadiologyNet: Radiologist Level Pathology Detection in CT Head Images J. Merkow R. Lufkin Kim Nguyen Stefano Soatto Z. Tu Andrea Vedaldi MedIm 16 16 0 26 Nov 2017
Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs Pulkit Kumar Monika Grewal Muktabh Mayank Srivastava 24 112 0 23 Nov 2017
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning Pranav Rajpurkar Jeremy Irvin Kaylie Zhu Brandon Yang Hershel Mehta ... Aarti Bagul C. Langlotz K. Shpanskaya M. Lungren A. Ng LM&MA 15 2,679 0 14 Nov 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 316 10,621 0 19 Feb 2017