Datasets › Chest X-Ray Images (Pneumonia)
Chest X-Ray Images (Pneumonia) (Abdul Manaf)
The normal chest X-ray (left panel) depicts clear lungs without any areas of abnormal opacification in the image. Bacterial pneumonia (middle) typically exhibits a focal lobar consolidation, in this case in the right upper lobe (white arrows), whereas viral pneumonia (right) manifests with a more diffuse ‘‘interstitial’’ pattern in both lungs. http://www.cell.com/cell/fulltext/S0092-8674(18)30154-5
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Classification | Chest X-Ray Images (Pneumonia) | AAPSO-Deep Feature Selection Accuracy 98.41 | An Adaptive and Altruistic PSO-based Deep Feature... | rishavpramanik/aapso | 1 | Compare |
| Medical Image Generation | Chest X-Ray Images (Pneumonia) | DCGAN Frechet Inception Distance 1.289 | Evaluation of Deep Convolutional Generative Adversarial... | — | 1 | Compare |
Papers archive 2025-07-28
2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 3. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| An Adaptive and Altruistic PSO-based Deep Feature Selection Method for Pneumonia Detection from Chest X-Rays | 1 | 1 | 6 Aug 2022 | not harvested |
| Evaluation of Deep Convolutional Generative Adversarial Networks for data augmentation of chest X-ray images | 0 | 1 | 2 Sep 2020 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
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Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
No variants listed.
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