mlsanityData to 7 Oct 2026

ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities

arXiv 2006.10550 ↗First posted 17 Jun 2020eess.IV cs.CVcited by 37

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Abstract (arXiv)

Instance level detection of thoracic diseases or abnormalities are crucial for automatic diagnosis in chest X-ray images. Most existing works on chest X-rays focus on disease classification and weakly supervised localization. In order to push forward the research on disease classification and localization on chest X-rays. We provide a new benchmark called ChestX-Det10, including box-level annotations of 10 categories of disease/abnormality of ~ 3,500 images. The annotations are located at https://github.com/Deepwise-AILab/ChestX-Det10-Dataset.

Key facts. Cited by 37 papers in the map (data through 7 Oct 2026). First posted on arXiv 17 Jun 2020.

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Citing papers per year: 2022: 2; 2023: 6; 2024: 11; 2025: 9; 2026: 9.

37 papers.

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  1. 2023Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Imagescited by 128
  2. 2024CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classificationcited by 40
  3. 2024AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Modelscited by 29
  4. 2023Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labelingcited by 24
  5. 2023Medical Vision Language Pretraining: A surveycited by 24
  6. 2023UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classificationcited by 21
  7. 2022Rethinking Few-Shot Object Detection on a Multi-Domain Benchmarkcited by 17
  8. 2023Large-scale Long-tailed Disease Diagnosis on Radiology Imagescited by 17
  9. 2024M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretationcited by 16
  10. 2024Large Language Model Benchmarks in Medical Taskscited by 16
  11. 2023A Systematic Review of Deep Learning-based Research on Radiology Report Generationcited by 14
  12. 2024Self-supervised visual learning in the low-data regime: a comparative evaluationcited by 11
25 more
  1. 2024A multi-modal vision-language model for generalizable annotation-free pathology localizationcited by 7
  2. 2024Anatomy-guided Pathology Segmentationcited by 7
  3. 2024Low-Rank Knowledge Decomposition for Medical Foundation Modelscited by 5
  4. 2024DWARF: Disease-weighted network for attention map refinementcited by 5
  5. 2024LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Modelscited by 4
  6. 2025RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Chest X-ray with Zero-Shot Multi-Task Capabilitycited by 4
  7. 2025Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuningcited by 4
  8. 2025ODverse33: Is the New YOLO Version Always Better? A Multi Domain benchmark from YOLO v5 to v11cited by 2
  9. 2026MedRCube: A Multidimensional Framework for Fine-Grained and In-Depth Evaluation of MLLMs in Medical Imagingcited by 2
  10. 2026Towards Robust Endogenous Reasoning: Unifying Drift Adaptation in Non-Stationary Tuningcited by 2
  11. 2026GLINT: Sparsely Gated Vision-Language Alignment for Fine-Grained Radiology Representationscited by 2
  12. 2025ACE: Anatomically Consistent Embeddings in Composition and Decompositioncited by 1
  13. 2025RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosiscited by 1
  14. 2025Hybrid Explanation-Guided Learning for Transformer-Based Chest X-Ray Diagnosiscited by 1
  15. 2025XBench: A Comprehensive Benchmark for Visual-Language Explanations in Chest Radiographycited by 1
  16. 2026Concept-Guided Noisy Negative Suppression for Zero-Shot Classification and Grounding of Chest X-Ray Findingscited by 1
  17. 2026Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluationcited by 1
  18. 2022Enhancing Generative Networks for Chest Anomaly Localization through Automatic Registration-Based Unpaired-to-Pseudo-Paired Training Data Translationcited by 0
  19. 2024Mask-Free Neuron Concept Annotation for Interpreting Neural Networks in Medical Domaincited by 0
  20. 2025M^3Builder: A Multi-Agent System for Automated Machine Learning in Medical Imagingcited by 0
  21. 2025AURAD: Anatomy-Pathology Unified Radiology Synthesis with Progressive Representationscited by 0
  22. 2026AlphaRAD: Grounded Zero-Shot Classification in Chest Radiology via α-Corrected Binary Cross Entropy and Factorized Latent Supervisioncited by 0
  23. 2026SentZero: An Enhanced Sentence-Centric Vision-Language Pretraining for Multi-Task Zero-Shot Chest X-Ray Analysiscited by 0
  24. 2026PLRS-IC: A Dual-Calibration Framework for Chest X-Ray Vision-Language Alignmentcited by 0
  25. 2026OmniMed-Jev: Calibrating LVLM Confidence for Trustworthy Medical Multimodal Decisions via System Onecited by 0