Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification

30 January 2018

Liang Zheng

Yi Yang

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Papers citing "Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification"

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Title
DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-ray Classification Youssef Mohamed Noran Mohamed Khaled Abouhashad Feilong Tang Sara Atito Shoaib Jameel Imran Razzak A. Zaky 55 0 0 29 May 2025
Bayesian Autoencoder for Medical Anomaly Detection: Uncertainty-Aware Approach for Brain 2 MRI Analysis Dip Roy UQCV 82 0 0 22 Apr 2025
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation Sheng Xiang Mingzhi Zhu Dawei Cheng Enxia Li Ruihui Zhao Yi Ouyang Ling Chen Yefeng Zheng GNN 100 68 0 24 Dec 2024
Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping Yikang Liu Lin Zhao Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun MedIm 88 0 0 28 Aug 2024
More Than Positive and Negative: Communicating Fine Granularity in Medical Diagnosis Xiangyu Peng Kai Wang Jianfei Yang Yingying Zhu Yang You MedIm 71 0 0 05 Aug 2024
ADAPT: Alzheimer Diagnosis through Adaptive Profiling Transformers Yifeng Wang Ke Chen Haohan Wang MedIm 52 2 0 12 Jan 2024
ARTEMIS: Using GANs with Multiple Discriminators to Generate Art James Baker 45 1 0 14 Nov 2023
Learning Vehicle Dynamics from Cropped Image Patches for Robot Navigation in Unpaved Outdoor Terrains Jeong Hyun Lee Jinhyeok Choi Simo Ryu Hyunsik Oh Suyoung Choi Jemin Hwangbo 37 2 0 06 Sep 2023
Comparative Evaluation of Digital and Analog Chest Radiographs to Identify Tuberculosis using Deep Learning Model S. Chattoraj B. Reddy M. Tadepalli Preetham Putha 19 0 0 27 Jul 2023
BB-GCN: A Bi-modal Bridged Graph Convolutional Network for Multi-label Chest X-Ray Recognition Guoli Wang Pingping Wang Jinyu Cong Kun-Meng Liu Benzheng Wei 61 3 0 22 Feb 2023
A Flexible Nadaraya-Watson Head Can Offer Explainable and Calibrated Classification Alan Q. Wang M. Sabuncu 72 5 0 07 Dec 2022
Diagnose Like a Radiologist: Hybrid Neuro-Probabilistic Reasoning for Attribute-Based Medical Image Diagnosis Gangming Zhao Quanlong Feng Chaoqi Chen Zhen Zhou Yizhou Yu 129 35 0 19 Aug 2022
Do it Like the Doctor: How We Can Design a Model That Uses Domain Knowledge to Diagnose Pneumothorax Glen Smith Qiao Zhang Christopher MacLellan 52 1 0 24 May 2022
A Cognitive Explainer for Fetal ultrasound images classifier Based on Medical Concepts Ying-Shuai Wanga Yunxia Liua Licong Dongc Xuzhou Wua Huabin Zhangb Qiongyu Yed Desheng Sunc Xiaobo Zhoue Kehong Yuan 59 0 0 19 Jan 2022
Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis Xi Ouyang Srikrishna Karanam Ziyan Wu Terrence Chen Jiayu Huo X. Zhou Qian Wang Jie Cheng OOD 55 94 0 23 Dec 2021
Attention Mechanisms in Computer Vision: A Survey Meng-Hao Guo Tianhan Xu Jiangjiang Liu Zheng-Ning Liu Peng-Tao Jiang Tai-Jiang Mu Song-Hai Zhang Ralph Robert Martin Ming-Ming Cheng Shimin Hu 142 1,735 0 15 Nov 2021
Finding Strong Gravitational Lenses Through Self-Attention H. Thuruthipilly A. Zadrożny Agnieszka Pollo Marek Biesiada 46 6 0 18 Oct 2021
Classification of COVID-19 from CXR Images in a 15-class Scenario: an Attempt to Avoid Bias in the System C. Bose Anirvan Basu 85 0 0 25 Sep 2021
A distillation based approach for the diagnosis of diseases Hmrishav Bandyopadhyay Shuvayan Ghosh Dastidar Bisakh Mondal Biplab Banerjee N. Das 51 1 0 07 Aug 2021
Multi-Label Generalized Zero Shot Learning for the Classification of Disease in Chest Radiographs Nasir Hayat Hazem Lashen Farah E. Shamout 126 22 0 14 Jul 2021
GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-ray Images Baolian Qi Gangming Zhao Xin Wei Chaowei Fang Changzai Pan Huiguang He Jinpeng Li 116 12 0 14 Jul 2021
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis Kangning Liu Yiqiu Shen Nan Wu Jakub Chledowski C. Fernandez‐Granda Krzysztof J. Geras 98 23 0 13 Jun 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 136 611 0 27 May 2021
A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation Jie Lian Jingyun Liu Shu Zhen Zhang Kai Gao Xiaoqing Liu Dingwen Zhang Yizhou Yu 87 43 0 21 Apr 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
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 128 197 0 31 Mar 2021
Analysing Wideband Absorbance Immittance in Normal and Ears with Otitis Media with Effusion Using Machine Learning Emad M. Grais Xiaoya Wang Jie Wang Fei Zhao Wen Jiang Yuexin Cai Lifang Zhang Qingwen Lin Haidi Yang 23 21 0 04 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
Cross Chest Graph for Disease Diagnosis with Structural Relational Reasoning Gangming Zhao Ba Qi Jinpeng Li 29 7 0 22 Jan 2021
Multi-label Ranking: Mining Multi-label and Label Ranking Data L. Dery 55 7 0 03 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 54 13 0 23 Dec 2020
A Survey on Visual Transformer Kai Han Yunhe Wang Hanting Chen Xinghao Chen Jianyuan Guo ... Chunjing Xu Yixing Xu Zhaohui Yang Yiman Zhang Dacheng Tao ViT 229 2,276 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
Multimodal Research in Vision and Language: A Review of Current and Emerging Trends Shagun Uppal Sarthak Bhagat Devamanyu Hazarika Navonil Majumdar Soujanya Poria Roger Zimmermann Amir Zadeh 101 6 0 19 Oct 2020
A generalized deep learning model for multi-disease Chest X-Ray diagnostics Nabit A. Bajwa Kedar Bajwa A. Rana Muhammad Faique Shakeel K. Haqqi Suleiman A. Khan OOD 28 0 0 17 Oct 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng Asoke K. Nandi SSeg OOD 103 579 0 28 Sep 2020
Bias Field Poses a Threat to DNN-based X-Ray Recognition Binyu Tian Qing Guo Felix Juefei Xu W. L. Chan Yupeng Cheng Xiaohong Li Xiaofei Xie Shengchao Qin AAML AI4CE 105 33 0 19 Sep 2020
Deep Hiearchical Multi-Label Classification Applied to Chest X-Ray Abnormality Taxonomies Haomin Chen S. Miao Daguang Xu Gregory Hager Adam P. Harrison 67 29 0 11 Sep 2020
Evaluating Knowledge Transfer in Neural Network for Medical Images Sina Akbarian Laleh Seyyed-Kalantari Farzad Khalvati Elham Dolatabadi 91 16 0 31 Aug 2020
Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation S. Guendel A. Setio Sasa Grbic Andreas Maier Dorin Comaniciu 27 3 0 05 Aug 2020
Attention-guided Quality Assessment for Automated Cryo-EM Grid Screening Hong Chao Xu D. Timm Shireen Y. Elhabian 23 1 0 10 Jul 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
Lessons Learned from Designing an AI-Enabled Diagnosis Tool for Pathologists H. Gu Jingbin Huang Lauren Hung Xiang Ánthony' Chen 104 51 0 23 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 27 1 0 18 Jun 2020
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment Chao Chen Zhihong Chen Xinyu Jin Lanjuan Li W. Speier C. Arnold 16 4 0 30 May 2020
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study Luyao Shi Deepta Rajan Shafiq Abedin Srikar Yellapragada David Beymer E. Dehghan 57 18 0 29 May 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
Partly Supervised Multitask Learning A. Imran Chao Huang Hui Tang Wei Fan Yuan Xiao Dingjun Hao Zhen Qian D. Terzopoulos 29 12 0 05 May 2020
A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis Xiaozhen Xie J. Niu Xuefeng Liu Zhengsu Chen Shaojie Tang Shui Yu 84 15 0 25 Apr 2020
Learning Decision Ensemble using a Graph Neural Network for Comorbidity Aware Chest Radiograph Screening A. Chakravarty Tandra Sarkar N. Ghosh Ramanathan Sethuraman Debdoot Sheet 44 12 0 24 Apr 2020