Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs

23 November 2017

Papers citing "Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs"

27 / 27 papers shown

Title
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture Sonit Singh MedIm ViT 53 1 0 18 Apr 2024
Advancing Diagnostic Precision: Leveraging Machine Learning Techniques for Accurate Detection of Covid-19, Pneumonia, and Tuberculosis in Chest X-Ray Images Aditya Kulkarni Guruprasad Parasnis Harish Balasubramanian Vansh Jain Anmol Chokshi Reena Sonkusare LM&MA 16 1 0 09 Oct 2023
Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels Soroosh Tayebi Arasteh P. Isfort Marwin Saehn Gustav Mueller-Franzes Firas Khader Jakob Nikolas Kather Christiane Kuhl S. Nebelung Daniel Truhn FedML 102 18 0 24 Nov 2022
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging A. Jaiswal Kumar Ashutosh Justin F. Rousseau Yifan Peng Zhangyang Wang Ying Ding 37 10 0 15 Oct 2022
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing Sophie Henning William H. Beluch Alexander Fraser Annemarie Friedrich 39 22 0 10 Oct 2022
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays Yan Han G. Holste Ying Ding Ahmed H. Tewfik Yifan Peng Zhangyang Wang LM&MA ViT 121 16 0 10 Jul 2022
SCALP -- Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata Ajay Jaiswal Tianhao Li Cyprian Zander Yan Han Justin F. Rousseau Yifan Peng Ying Ding 59 14 0 27 Oct 2021
Chest X-Rays Image Classification from beta-Variational Autoencoders Latent Features L. Crespi Daniele Loiacono A. Chiti 20 4 0 29 Sep 2021
Label-Assemble: Leveraging Multiple Datasets with Partial Labels Mintong Kang Bowen Li Zengle Zhu Yongyi Lu Elliot K. Fishman Alan Yuille Zongwei Zhou 94 18 0 25 Sep 2021
Weighing Features of Lung and Heart Regions for Thoracic Disease Classification Jiansheng Fang Yanwu Xu Yitian Zhao Yuguang Yan Junling Liu Jiang-Dong Liu 54 9 0 26 May 2021
Image Embedding and Model Ensembling for Automated Chest X-Ray Interpretation E. Giacomello P. Lanzi Daniele Loiacono Luca Nassano 29 5 0 05 May 2021
Multi-target prediction for dummies using two-branch neural networks Dimitrios Iliadis B. De Baets Willem Waegeman 34 11 0 19 Apr 2021
Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification Yi Zhou Lei Huang Tianfei Zhou Ling Shao 58 8 0 26 Feb 2021
Efficient Online ML API Selection for Multi-Label Classification Tasks Lingjiao Chen Matei A. Zaharia James Zou 113 19 0 18 Feb 2021
Multi-label Ranking: Mining Multi-label and Label Ranking Data L. Dery 50 7 0 03 Jan 2021
Automatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review Tahira Iqbal A. Shaukat M. Akram Zartasha Mustansar 103 11 0 21 Dec 2020
Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays Yan Han Chongyan Chen Liyan Tang Mingquan Lin Ajay Jaiswal Song Wang Ahmed H. Tewfik George Shih Ying Ding Yifan Peng LM&MA 108 10 0 25 Nov 2020
Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation Mingjie Li Fuyu Wang Xiaojun Chang Xiaodan Liang MedIm 86 106 0 06 Jun 2020
Interpreting Chest X-rays via CNNs that Exploit Hierarchical Disease Dependencies and Uncertainty Labels Hieu H. Pham T. Le Dat Ngo Dat Q. Tran H. Nguyen 93 164 0 25 May 2020
Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels Hieu H. Pham T. Le Dat Q. Tran Dat Ngo H. Nguyen 107 32 0 15 Nov 2019
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays Chengsheng Mao Liang Yao Yuan Luo MedIm GNN 88 59 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 123 2,613 0 21 Jan 2019
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images Chengsheng Mao Yiheng Pan Zexian Zeng Liang Yao Yuan Luo MedIm 61 33 0 20 Sep 2018
ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography Hongyu Wang Yong-quan Xia 83 109 0 09 Jul 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 50 84 0 20 Apr 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions L. Yao Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 60 123 0 21 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 64 260 0 30 Jan 2018