Published July 6, 2024 | Version v1
Dataset Open

MedIAnomaly-Data

  • 1. ROR icon Hong Kong University of Science and Technology

Description

The pre-processed dataset of the benchmark paper MedIAnomaly: A comparative study of anomaly detection in medical images.

Files

Files (2.4 GB)

Name Size Download all
md5:ab6482f646262fc4669b0135d80a0482
42.3 MB Download
md5:237f2aee77e099f7483808ddec49a57c
70.3 MB Download
md5:c26c026d1c315deb52720d4c195e874f
890.7 MB Download
md5:0b4034ae8d5275f7723a512adb218f86
202.5 MB Download
md5:5d6b85ce4b2daad8f1760eb23c050a7d
567.8 MB Download
md5:45cf848a4eba925062531c5f2d344ddc
619.8 MB Download

Additional details

References

  • Cai, Yu, Weiwen Zhang, Hao Chen, and Kwang-Ting Cheng. "Medianomaly: A comparative study of anomaly detection in medical images." Medical Image Analysis (2025): 103500.
  • Cai, Yu, Hao Chen, Xin Yang, Yu Zhou, and Kwang-Ting Cheng. "Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images." Medical image analysis 86 (2023): 102794.