Methods › Computer Vision › Convolutional Neural Networks › CheXNet
CheXNet
Introduced by Pranav Rajpurkar et al. in CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
CheXNet is a 121-layer DenseNet trained on ChestX-ray14 for pneumonia detection.
Papers archive 2025-07-28
18 shown of 18, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Reproducing and Improving CheXNet: Deep Learning for Chest X-ray Disease Classification 10 May 2025 · 1 repository · arXiv:2505.06646
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Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification 22 Mar 2025 · 0 repositories · arXiv:2503.18973
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Lung Disease Detection with Vision Transformers: A Comparative Study of Machine Learning Methods 18 Nov 2024 · 0 repositories · arXiv:2411.11376
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Calibrating Deep Neural Network using Euclidean Distance 23 Oct 2024 · 0 repositories · arXiv:2410.18321
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Shadow and Light: Digitally Reconstructed Radiographs for Disease Classification 6 Jun 2024 · 1 repository · arXiv:2406.03688
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COVID-19 Detection Based on Self-Supervised Transfer Learning Using Chest X-Ray Images 19 Dec 2022 · 0 repositories · arXiv:2212.09276
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A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classification 1 Aug 2022 · 1 repository · arXiv:2208.01077
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Transfer learning approach to Classify the X-ray image that corresponds to corona disease Using ResNet50 pretrained by ChexNet 18 May 2021 · 1 repository · arXiv:2105.08382
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Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study 21 Apr 2021 · 0 repositories · arXiv:2104.10553
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Automated radiology report generation using conditioned transformers 26 Mar 2021 · 1 repository
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Ensembles of Convolutional Neural Networks models for pediatric pneumonia diagnosis 29 Sep 2020 · 0 repositories · arXiv:2010.02007
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PneumoXttention: A CNN compensating for Human Fallibility when Detecting Pneumonia through CXR images with Attention 11 Aug 2020 · 0 repositories · arXiv:2008.04907
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COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning 16 Jun 2020 · 1 repository · arXiv:2006.13807
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Advance Warning Methodologies for COVID-19 using Chest X-Ray Images 7 Jun 2020 · 1 repository · arXiv:2006.05332
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Context Learning for Bone Shadow Exclusion in CheXNet Accuracy Improvement 13 May 2020 · 0 repositories · arXiv:2005.06189
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Individual predictions matter: Assessing the effect of data ordering in training fine-tuned CNNs for medical imaging 8 Dec 2019 · 1 repository · arXiv:1912.03606
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Machine Learning for Exam Triage 30 Apr 2018 · 1 repository · arXiv:1805.00503
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CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning 14 Nov 2017 · 47 repositories · arXiv:1711.05225Syntology ran 7 of 37 samples · 30 unverified · 12 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 27 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections