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Large Scale Automated Reading of Frontal and Lateral Chest X-Rays using Dual Convolutional Neural Networks

20 April 2018

Papers citing "Large Scale Automated Reading of Frontal and Lateral Chest X-Rays using Dual Convolutional Neural Networks"

35 / 35 papers shown

Title
Cross-Fundus Transformer for Multi-modal Diabetic Retinopathy Grading with Cataract Fan Xiao Junlin Hou Ruiwei Zhao Rui Feng Haidong Zou Lina Lu Yongjun Xu Juzhao Zhang MedIm 50 1 0 01 Nov 2024
Cardiovascular Disease Detection from Multi-View Chest X-rays with BI-Mamba Zefan Yang Jiajin Zhang Ge Wang Mannudeep K. Kalra Pingkun Yan Mamba 62 8 0 28 May 2024
Nodule detection and generation on chest X-rays: NODE21 Challenge Ecem Sogancioglu Bram van Ginneken F. Behrendt M. Bengs Alexander Schlaefer ... N. Hendrix Colin Jacobs Ward Hendrix Clara I. Sánchez K. Murphy 63 9 0 04 Jan 2024
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images Şaban Öztürk M. Y. Turali Tolga Çukur MedIm ViT 92 11 0 09 Oct 2023
CheXFusion: Effective Fusion of Multi-View Features using Transformers for Long-Tailed Chest X-Ray Classification Dongkyu Kim ViT MedIm 46 13 0 08 Aug 2023
Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning Zhe Huang B. Wessler M. C. Hughes 99 4 0 25 May 2023
Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field Fundus Images Junlin Hou Jilan Xu Fan Xiao Ruiwei Zhao Yuejie Zhang H. Zou Lina Lu Wenwen Xue Rui Feng MedIm 89 10 0 26 Nov 2022
Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies Ryan Wang Li-Ching Chen L. Moukheiber Mira Moukheiber Dana Moukheiber ... Hari M. Trivedi R. Steinberg Po-Chih Kuo J. Gichoya Leo Anthony Celi 26 1 0 13 Nov 2022
Improving Chest X-Ray Classification by RNN-based Patient Monitoring D. Biesner H. Schneider Benjamin Wulff U. Attenberger R. Sifa 16 2 0 28 Oct 2022
Improving Radiology Report Generation Systems by Removing Hallucinated References to Non-existent Priors Vignav Ramesh Nathan Chi Pranav Rajpurkar MedIm 93 50 0 27 Sep 2022
Cardiomegaly Detection using Deep Convolutional Neural Network with U-Net Soham S. Sarpotdar 31 8 0 23 May 2022
Multi-View Hypercomplex Learning for Breast Cancer Screening Eleonora Lopez Eleonora Grassucci Martina Valleriani Danilo Comminiello 103 8 0 12 Apr 2022
Chest X-Rays Image Classification from beta-Variational Autoencoders Latent Features L. Crespi Daniele Loiacono A. Chiti 20 4 0 29 Sep 2021
A distillation based approach for the diagnosis of diseases Hmrishav Bandyopadhyay Shuvayan Ghosh Dastidar Bisakh Mondal Biplab Banerjee N. Das 46 1 0 07 Aug 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
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment Sebastian Gündel A. Setio Florin-Cristian Ghesu Sasa Grbic Bogdan Georgescu Andreas Maier Dorin Comaniciu NoLa 70 28 0 12 Apr 2021
Multi-view analysis of unregistered medical images using cross-view transformers Gijs van Tulder Yao Tong E. Marchiori ViT 103 59 0 21 Mar 2021
Searching for Pneumothorax in X-Ray Images Using Autoencoded Deep Features Antonio Sze-To Abtin Riasatian Hamid R. Tizhoosh 26 13 0 11 Feb 2021
Explaining the Black-box Smoothly- A Counterfactual Approach Junyu Chen Yong Du Yufan He W. Paul Segars Ye Li MedIm FAtt 152 101 0 11 Jan 2021
Chest x-ray automated triage: a semiologic approach designed for clinical implementation, exploiting different types of labels through a combination of four Deep Learning architectures Candelaria Mosquera F. N. Diaz F. Binder J. Rabellino S. Benítez A. Beresñak A. Seehaus Gabriel Ducrey J. Ocantos Daniela Luna 51 13 0 23 Dec 2020
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
Interpretation of smartphone-captured radiographs utilizing a deep learning-based approach Hung Le Phuong Nguyen T. Nguyen K. Le Thanh-Thien Nguyen MedIm 17 2 0 13 Sep 2020
Quantifying and Leveraging Predictive Uncertainty for Medical Image Assessment Florin-Cristian Ghesu Bogdan Georgescu Awais Mansoor Y. Yoo Eli Gibson ... Ramandeep Singh S. Digumarthy Mannudeep K. Kalra Sasa Grbic Dorin Comaniciu UQCV EDL 63 55 0 08 Jul 2020
COVID-19 Image Data Collection: Prospective Predictions Are the Future Joseph Paul Cohen Paul Morrison Lan Dao Karsten Roth T. Duong Marzyeh Ghassemi 90 780 0 22 Jun 2020
Automated Radiological Report Generation For Chest X-Rays With Weakly-Supervised End-to-End Deep Learning Shuai Zhang Xiaoyan Xin Yang Wang Yachong Guo Q. Hao Xianfeng Yang Jun Wang Jian Zhang Bing Zhang Wei Wang MedIm 22 1 0 18 Jun 2020
Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays Mohammad Hashir H. Bertrand Joseph Paul Cohen 75 24 0 07 Feb 2020
On the limits of cross-domain generalization in automated X-ray prediction Joseph Paul Cohen Mohammad Hashir Rupert Brooks H. Bertrand OOD 106 130 0 06 Feb 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
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 65 25 0 15 May 2019
Do Lateral Views Help Automated Chest X-ray Predictions? H. Bertrand Mohammad Hashir Joseph Paul Cohen MedIm 59 16 0 17 Apr 2019
Clinically Accurate Chest X-Ray Report Generation Guanxiong Liu T. Hsu Matthew B. A. McDermott Willie Boag W. Weng Peter Szolovits Marzyeh Ghassemi MedIm 121 278 0 04 Apr 2019
Age prediction using a large chest X-ray dataset Alexandros Karargyris Satyananda Kashyap Joy T. Wu Arjun Sharma Mehdi Moradi Tanveer Syeda-Mahmood 52 36 0 09 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 134 2,613 0 21 Jan 2019
Unsupervised Multimodal Representation Learning across Medical Images and Reports T. Hsu W. Weng Willie Boag Matthew B. A. McDermott Peter Szolovits SSL 77 35 0 21 Nov 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 69 120 0 16 Jul 2018