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.
no code implementations • 18 Mar 2024 • Mengwei Wang, Ruixin Yan, Zeyi Hou, Ning Lang, Xiuzhuang Zhou
On one hand, the construction of a Chinese chest X-ray report dataset is limited by the time-consuming and costly process of accurate expert disease annotation.
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