MediCLIP: Adapting CLIP for Few-shot Medical Image Anomaly Detection

1 code implementation • 18 May 2024 • Ximiao Zhang, Min Xu, Dehui Qiu, Ruixin Yan, Ning Lang, Xiuzhuang Zhou

To address this, we design a series of medical image anomaly synthesis tasks to simulate common disease patterns in medical imaging, transferring the powerful generalization capabilities of CLIP to the task of medical image anomaly detection.

RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection

1 code implementation • 9 Mar 2024 • Ximiao Zhang, Min Xu, Xiuzhuang Zhou

Self-supervised feature reconstruction methods have shown promising advances in industrial image anomaly detection and localization.

Anomaly Detection feature selection

Weakly Supervised Anomaly Detection for Chest X-Ray Image

1 code implementation • 16 Nov 2023 • Haoqi Ni, Ximiao Zhang, Min Xu, Ning Lang, Xiuzhuang Zhou

Chest X-Ray (CXR) examination is a common method for assessing thoracic diseases in clinical applications.

Supervised Anomaly Detection Weakly-supervised Anomaly Detection

Confidence-Calibrated Face and Kinship Verification

2 code implementations • 25 Oct 2022 • Min Xu, Ximiao Zhang, Xiuzhuang Zhou

In this paper, we investigate the problem of prediction confidence in face and kinship verification.

Kinship Verification