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GRAZPEDWRI-DX

16 Nov 2023 archive 2025-07-28

GRAZPEDWRI-DX is a public dataset of 20,327 pediatric wrist trauma X-ray images released by the University of Medicine of Graz. These X-ray images were collected by multiple pediatric radiologists at the Department for Pediatric Surgery of the University Hospital Graz between 2008 and 2018, involving 6,091 patients and a total of 10,643 studies. This dataset is annotated with 74,459 image labels, featuring a total of 67,771 labeled objects.

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 4 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)PaperCode
Fracture detection GRAZPEDWRI-DX YOLOv8+SE AP50 67.07 Pediatric Wrist Fracture Detection Using Feature Context... ruiyangju/fce-yolov8 19 Compare
Object Detection GRAZPEDWRI-DX YOLOv8x mAP 77.00 Enhancing Wrist Fracture Detection with YOLO ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation 6 Compare
medical image detection GRAZPEDWRI-DX YOLOv8x mAP 77.00 Enhancing Wrist Fracture Detection with YOLO ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation 1 Compare
Medical Object Detection GRAZPEDWRI-DX YOLOv8x mAP 77.00 Enhancing Wrist Fracture Detection with YOLO ammarlodhi255/pediatric_wrist_abnormality_detection-end-to-end-implementation 1 Compare

Papers archive 2025-07-28

10 shown of 10 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 10. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Pediatric Wrist Fracture Detection Using Feature Context Excitation Modules in X-ray Images 1 4 1 Oct 2024 not harvested
YOLOv8-ResCBAM: YOLOv8 Based on An Effective Attention Module for Pediatric Wrist Fracture Detection 1 1 27 Sep 2024 not harvested
Pediatric Wrist Fracture Detection in X-rays via YOLOv10 Algorithm and Dual Label Assignment System 1 2 22 Jul 2024 not harvested
Enhancing Wrist Fracture Detection with YOLO 1 8 17 Jul 2024 not harvested
Global Context Modeling in YOLOv8 for Pediatric Wrist Fracture Detection 1 1 3 Jul 2024 not harvested
YOLOv9 for Fracture Detection in Pediatric Wrist Trauma X-ray Images 1 2 17 Mar 2024 not harvested
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection 1 5 14 Feb 2024 not harvested
DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images 0 1 24 Aug 2023 not harvested
Fracture Detection in Pediatric Wrist Trauma X-ray Images Using YOLOv8 Algorithm 1 1 11 Apr 2023 not harvested
0/1 Deep Neural Networks via Block Coordinate Descent 0 2 19 Jun 2022 not harvested

Dataset loaders archive 2025-07-28

ruiyangju.github.io/GRAZPEDWRI-DX_JU/ruiyangju/bone_fracture_detection_yolov8

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Object DetectionClassificationMedical Object Detectionmedical image detectionFracture detection

License archive 2025-07-28

https://creativecommons.org/licenses/by/4.0/

Modalities archive 2025-07-28

ImagesMedical

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • GRAZPEDWRI-DX

1 variant name, as the archive lists them.

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